{
  "site": "Agentic Weekly",
  "canonical": "https://theagenticweekly.com/tools.json",
  "updated": "2026-10-26",
  "count": 139,
  "guidesCount": 14,
  "evidenceLabels": {
    "reported": "Reported: written from official sources (release notes, docs, README, pricing pages) that we fetched and linked. We have not run it.",
    "tested": "Tested: we ran a small hands-on smoke test (install plus a short task) and state on the page what was run, on what model and hardware, on what date, and what was not covered. A smoke test is not a benchmark and says nothing about quality with vendor-hosted models."
  },
  "rankingBasis": {
    "summary": "Ranks are editorial judgement made by Agentic Weekly when an entry is written or updated. They are not benchmark results, user ratings, popularity counts or paid positions.",
    "points": [
      "We rank only the 139 tools we track, not the whole market. \"#1\" means top of the tools we cover for that task, not best overall.",
      "The reason for each rank is the one-line blurb shown beside it. Typical reasons are how well the tool's own docs say it fits the task and how actively it is maintained according to its dated release notes.",
      "There is no numeric scoring formula, and we have not run quality head-to-head comparisons between ranked tools; our research studies measure install size, startup time and speed for some tools, and those numbers do not set ranks. Where a rank looks like a verdict on quality, it is our reading of official sources, not a measured result.",
      "The Tested label does not raise a rank. Tested means a small smoke test (install plus a short task, usually on a small local model), not a benchmark. Reported and Tested entries are ranked from the same kind of evidence.",
      "Payment cannot change a rank. Featured listings are labelled and are never used to order a list.",
      "Prices and plan details are shown only with a date and an official source. Where we could only find a third-party figure, or could not read the official page, the entry says so.",
      "Ranks can change when a release, price or doc changes. Each page shows when it was last verified."
    ]
  },
  "howToCite": "Cite as: Agentic Weekly, \"<page title>\", last updated <date>, <canonical URL>. Keep the evidence label when quoting a verdict.",
  "tools": [
    {
      "slug": "langflow",
      "name": "Langflow",
      "vendor": "Langflow",
      "version": null,
      "categories": [
        {
          "slug": "agent-building",
          "rank": null
        }
      ],
      "verdict": "MIT-licensed visual builder for AI agents and MCP servers with a very large GitHub following.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-26, no LLM involved)",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-26",
        "ran": "Langflow 1.13.0 installed in 19.76 s (1.7 GB) and its backend was healthy 91.5 s after launch, serving 26 starter flows and 416 components.",
        "model": "none (no language model was involved)",
        "environment": "Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key",
        "notTested": "Building or running any flow, including a flow that calls a model; The visual editor: we ran the backend only; Langflow's hosted or desktop offerings and deployment; Start-up time on an idle machine: ours was heavily shared.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Partly verified",
        "note": "No pricing page read. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-26",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-26",
      "paidPlacement": false,
      "officialUrl": "https://www.langflow.org/",
      "url": "https://theagenticweekly.com/tools/langflow",
      "markdown": "https://theagenticweekly.com/tools/langflow.md",
      "citation": "Agentic Weekly, \"Langflow: what's new, verdict & setup\", last updated 2026-10-26, https://theagenticweekly.com/tools/langflow"
    },
    {
      "slug": "amazon-q-developer",
      "name": "Amazon Q Developer",
      "vendor": "Amazon Web Services",
      "version": null,
      "categories": [
        {
          "slug": "ai-coding-agents",
          "rank": null
        }
      ],
      "verdict": "AWS's AI coding assistant for IDEs and the CLI, with a free tier and a $19 Pro tier; IDE plugin support ends April 30, 2027.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from aws.amazon.com/q/developer/pricing on 2026-10-25. Extra lines of code at $0.003 per line on Pro. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://aws.amazon.com/q/developer/",
      "url": "https://theagenticweekly.com/tools/amazon-q-developer",
      "markdown": "https://theagenticweekly.com/tools/amazon-q-developer.md",
      "citation": "Agentic Weekly, \"Amazon Q Developer: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/amazon-q-developer"
    },
    {
      "slug": "assemblyai",
      "name": "AssemblyAI",
      "vendor": "AssemblyAI",
      "version": null,
      "categories": [
        {
          "slug": "voice-ai",
          "rank": null
        }
      ],
      "verdict": "Speech AI APIs for transcription and understanding; start free, pay as you go.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Partly verified",
        "note": "Read from assemblyai.com/pricing on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.assemblyai.com/",
      "url": "https://theagenticweekly.com/tools/assemblyai",
      "markdown": "https://theagenticweekly.com/tools/assemblyai.md",
      "citation": "Agentic Weekly, \"AssemblyAI: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/assemblyai"
    },
    {
      "slug": "augment-code",
      "name": "Augment Code",
      "vendor": "Augment Code",
      "version": null,
      "categories": [
        {
          "slug": "ai-coding-agents",
          "rank": null
        }
      ],
      "verdict": "Coding agent and 'Cosmos' platform with a Context Engine, CLI and cloud agents; plans are flat team prices with usage included.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from augmentcode.com/pricing on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.augmentcode.com/",
      "url": "https://theagenticweekly.com/tools/augment-code",
      "markdown": "https://theagenticweekly.com/tools/augment-code.md",
      "citation": "Agentic Weekly, \"Augment Code: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/augment-code"
    },
    {
      "slug": "base44",
      "name": "Base44",
      "vendor": "Base44",
      "version": null,
      "categories": [
        {
          "slug": "vibe-coding",
          "rank": null
        }
      ],
      "verdict": "No-code AI platform that builds apps and websites from your words, with backend, authentication, payments and hosting built in.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from base44.com/pricing on 2026-10-25. Prices shown are per month when billed annually. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://base44.com/",
      "url": "https://theagenticweekly.com/tools/base44",
      "markdown": "https://theagenticweekly.com/tools/base44.md",
      "citation": "Agentic Weekly, \"Base44: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/base44"
    },
    {
      "slug": "beautiful-ai",
      "name": "Beautiful.ai",
      "vendor": "Beautiful.ai",
      "version": null,
      "categories": [
        {
          "slug": "ai-design",
          "rank": null
        }
      ],
      "verdict": "AI presentation platform with 300+ Smart Slide layouts; 14-day free trial.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Partly verified",
        "note": "Read from beautiful.ai pricing on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.beautiful.ai/",
      "url": "https://theagenticweekly.com/tools/beautiful-ai",
      "markdown": "https://theagenticweekly.com/tools/beautiful-ai.md",
      "citation": "Agentic Weekly, \"Beautiful.ai: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/beautiful-ai"
    },
    {
      "slug": "bolt-new",
      "name": "Bolt",
      "vendor": "StackBlitz",
      "version": null,
      "categories": [
        {
          "slug": "vibe-coding",
          "rank": null
        }
      ],
      "verdict": "Browser-based AI builder that turns a chat prompt into a hosted website or app, with a free plan and token-based tiers.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from bolt.new/pricing on 2026-10-25. Prices shown there are per month when billed annually. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://bolt.new/",
      "url": "https://theagenticweekly.com/tools/bolt-new",
      "markdown": "https://theagenticweekly.com/tools/bolt-new.md",
      "citation": "Agentic Weekly, \"Bolt: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/bolt-new"
    },
    {
      "slug": "botpress",
      "name": "Botpress",
      "vendor": "Botpress",
      "version": null,
      "categories": [
        {
          "slug": "agent-building",
          "rank": null
        }
      ],
      "verdict": "Customer-support AI agent platform with a free plan and conversation-based paid plans.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from botpress.com/pricing on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://botpress.com/",
      "url": "https://theagenticweekly.com/tools/botpress",
      "markdown": "https://theagenticweekly.com/tools/botpress.md",
      "citation": "Agentic Weekly, \"Botpress: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/botpress"
    },
    {
      "slug": "canva-ai",
      "name": "Canva AI",
      "vendor": "Canva",
      "version": null,
      "categories": [
        {
          "slug": "ai-design",
          "rank": null
        }
      ],
      "verdict": "Canva's AI image generator inside its design editor; free to try with plans for Pro, Business and Enterprise.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Not verified",
        "note": "Prices not captured. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.canva.com/ai-image-generator/",
      "url": "https://theagenticweekly.com/tools/canva-ai",
      "markdown": "https://theagenticweekly.com/tools/canva-ai.md",
      "citation": "Agentic Weekly, \"Canva AI: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/canva-ai"
    },
    {
      "slug": "cartesia",
      "name": "Cartesia",
      "vendor": "Cartesia",
      "version": null,
      "categories": [
        {
          "slug": "voice-ai",
          "rank": null
        }
      ],
      "verdict": "Realtime voice AI: text-to-speech, speech-to-text in 44 languages and voice agents, with a free plan and credit tiers.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from cartesia.ai/pricing on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://cartesia.ai/",
      "url": "https://theagenticweekly.com/tools/cartesia",
      "markdown": "https://theagenticweekly.com/tools/cartesia.md",
      "citation": "Agentic Weekly, \"Cartesia: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/cartesia"
    },
    {
      "slug": "cohere",
      "name": "Cohere",
      "vendor": "Cohere",
      "version": null,
      "categories": [
        {
          "slug": "llm-platforms",
          "rank": null
        }
      ],
      "verdict": "Enterprise AI company: Command models, Rerank and the North platform.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from cohere.com/pricing on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://cohere.com/",
      "url": "https://theagenticweekly.com/tools/cohere",
      "markdown": "https://theagenticweekly.com/tools/cohere.md",
      "citation": "Agentic Weekly, \"Cohere: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/cohere"
    },
    {
      "slug": "copy-ai",
      "name": "Copy.ai",
      "vendor": "Copy.ai",
      "version": null,
      "categories": [
        {
          "slug": "writing",
          "rank": null
        }
      ],
      "verdict": "Go-to-market AI platform now priced by workflow credits.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Partly verified",
        "note": "Read from copy.ai/prices on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.copy.ai/",
      "url": "https://theagenticweekly.com/tools/copy-ai",
      "markdown": "https://theagenticweekly.com/tools/copy-ai.md",
      "citation": "Agentic Weekly, \"Copy.ai: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/copy-ai"
    },
    {
      "slug": "deepgram",
      "name": "Deepgram",
      "vendor": "Deepgram",
      "version": null,
      "categories": [
        {
          "slug": "voice-ai",
          "rank": null
        }
      ],
      "verdict": "Voice AI APIs for speech-to-text, text-to-speech and agents with $200 in free credit.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from deepgram.com/pricing on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://deepgram.com/",
      "url": "https://theagenticweekly.com/tools/deepgram",
      "markdown": "https://theagenticweekly.com/tools/deepgram.md",
      "citation": "Agentic Weekly, \"Deepgram: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/deepgram"
    },
    {
      "slug": "deepseek",
      "name": "DeepSeek",
      "vendor": "DeepSeek",
      "version": null,
      "categories": [
        {
          "slug": "llm-platforms",
          "rank": null
        }
      ],
      "verdict": "Model API that works with the OpenAI and Anthropic SDK formats and can back agent tools such as Claude Code, GitHub Copilot and OpenCode.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Not verified",
        "note": "The docs page we read did not include the pricing table. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://api-docs.deepseek.com/",
      "url": "https://theagenticweekly.com/tools/deepseek",
      "markdown": "https://theagenticweekly.com/tools/deepseek.md",
      "citation": "Agentic Weekly, \"DeepSeek: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/deepseek"
    },
    {
      "slug": "descript",
      "name": "Descript",
      "vendor": "Descript",
      "version": null,
      "categories": [
        {
          "slug": "ai-video",
          "rank": null
        }
      ],
      "verdict": "AI video and audio editor where you edit by editing text; Free plan, paid plans measured in media hours and AI credits.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Partly verified",
        "note": "Read from descript.com/pricing on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.descript.com/",
      "url": "https://theagenticweekly.com/tools/descript",
      "markdown": "https://theagenticweekly.com/tools/descript.md",
      "citation": "Agentic Weekly, \"Descript: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/descript"
    },
    {
      "slug": "devin",
      "name": "Devin",
      "vendor": "Cognition",
      "version": null,
      "categories": [
        {
          "slug": "ai-coding-agents",
          "rank": null
        }
      ],
      "verdict": "Cognition's autonomous software engineer: a cloud coding agent that tests in its own browser and aims to hand back a mergeable pull request.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from devin.ai/pricing on 2026-10-25. Cloud sessions are capped (up to 10 concurrent on Pro and Max). Extra usage is billed at API pricing. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://devin.ai/",
      "url": "https://theagenticweekly.com/tools/devin",
      "markdown": "https://theagenticweekly.com/tools/devin.md",
      "citation": "Agentic Weekly, \"Devin: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/devin"
    },
    {
      "slug": "elicit",
      "name": "Elicit",
      "vendor": "Elicit",
      "version": null,
      "categories": [
        {
          "slug": "ai-search",
          "rank": null
        }
      ],
      "verdict": "AI research assistant that searches academic papers, extracts data and drafts reports; free Basic tier with paid per-user plans.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Partly verified",
        "note": "Read from elicit.com/pricing on 2026-10-25; the page shows different prices depending on a toggle, so check the page for current figures. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://elicit.com/",
      "url": "https://theagenticweekly.com/tools/elicit",
      "markdown": "https://theagenticweekly.com/tools/elicit.md",
      "citation": "Agentic Weekly, \"Elicit: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/elicit"
    },
    {
      "slug": "fathom",
      "name": "Fathom",
      "vendor": "Fathom",
      "version": null,
      "categories": [
        {
          "slug": "meeting-assistants",
          "rank": null
        }
      ],
      "verdict": "AI notetaker for Zoom, Google Meet and Microsoft Teams that is free for individuals.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Partly verified",
        "note": "Pricing page not read. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://fathom.video/",
      "url": "https://theagenticweekly.com/tools/fathom",
      "markdown": "https://theagenticweekly.com/tools/fathom.md",
      "citation": "Agentic Weekly, \"Fathom: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/fathom"
    },
    {
      "slug": "figma-mcp",
      "name": "Figma MCP server",
      "vendor": "Figma",
      "version": null,
      "categories": [
        {
          "slug": "mcp-servers",
          "rank": null
        }
      ],
      "verdict": "Figma's own MCP server that gives coding agents access to design files.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Partly verified",
        "note": "Plan availability from the Figma guide; seat requirements not captured. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://help.figma.com/hc/en-us/articles/32132100833559-Guide-to-the-Figma-MCP-server",
      "url": "https://theagenticweekly.com/tools/figma-mcp",
      "markdown": "https://theagenticweekly.com/tools/figma-mcp.md",
      "citation": "Agentic Weekly, \"Figma MCP server: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/figma-mcp",
      "guides": [
        {
          "slug": "figma-mcp-server",
          "title": "Figma MCP server: how to enable it",
          "url": "https://theagenticweekly.com/guides/figma-mcp-server",
          "markdown": "https://theagenticweekly.com/guides/figma-mcp-server.md",
          "evidence": "reported",
          "updated": "2026-10-26"
        }
      ]
    },
    {
      "slug": "firebase-studio",
      "name": "Firebase Studio",
      "vendor": "Google (Firebase)",
      "version": null,
      "categories": [
        {
          "slug": "vibe-coding",
          "rank": null
        }
      ],
      "verdict": "Google's web-based AI workspace for full-stack apps; Google says it is sunsetting Firebase Studio on March 22, 2027 and new workspaces can no longer be created.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from firebase.studio on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://firebase.studio/",
      "url": "https://theagenticweekly.com/tools/firebase-studio",
      "markdown": "https://theagenticweekly.com/tools/firebase-studio.md",
      "citation": "Agentic Weekly, \"Firebase Studio: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/firebase-studio"
    },
    {
      "slug": "firecrawl",
      "name": "Firecrawl",
      "vendor": "Firecrawl",
      "version": "v2.11.608",
      "categories": [
        {
          "slug": "mcp-servers",
          "rank": null
        }
      ],
      "verdict": "Web data API: search, scrape and crawl for AI agents.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Partly verified",
        "note": "Read from firecrawl.dev/pricing on 2026-10-25; exact plan names and credit counts were not captured. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.firecrawl.dev/",
      "url": "https://theagenticweekly.com/tools/firecrawl",
      "markdown": "https://theagenticweekly.com/tools/firecrawl.md",
      "citation": "Agentic Weekly, \"Firecrawl v2.11.608: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/firecrawl"
    },
    {
      "slug": "fireflies",
      "name": "Fireflies.ai",
      "vendor": "Fireflies",
      "version": null,
      "categories": [
        {
          "slug": "meeting-assistants",
          "rank": null
        }
      ],
      "verdict": "AI meeting assistant with a free plan; paid plans $10 to $39 per seat per month billed annually.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from fireflies.ai/pricing on 2026-10-25. Plan names beyond Free and Enterprise were not captured. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://fireflies.ai/",
      "url": "https://theagenticweekly.com/tools/fireflies",
      "markdown": "https://theagenticweekly.com/tools/fireflies.md",
      "citation": "Agentic Weekly, \"Fireflies.ai: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/fireflies"
    },
    {
      "slug": "black-forest-labs",
      "name": "FLUX (Black Forest Labs)",
      "vendor": "Black Forest Labs",
      "version": null,
      "categories": [
        {
          "slug": "image-generation",
          "rank": null
        }
      ],
      "verdict": "Black Forest Labs' FLUX image models, available through an API with per-image pricing; the flux GitHub repository is Apache-2.0.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Partly verified",
        "note": "Read from bfl.ai pricing on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://bfl.ai/",
      "url": "https://theagenticweekly.com/tools/black-forest-labs",
      "markdown": "https://theagenticweekly.com/tools/black-forest-labs.md",
      "citation": "Agentic Weekly, \"FLUX (Black Forest Labs): what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/black-forest-labs"
    },
    {
      "slug": "freepik",
      "name": "Freepik AI",
      "vendor": "Freepik",
      "version": null,
      "categories": [
        {
          "slug": "image-generation",
          "rank": null
        }
      ],
      "verdict": "Stock library with AI suite and credit plans; credits valid for 1 year.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Partly verified",
        "note": "Read from freepik.com pricing on 2026-10-25; discount basis not captured. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.freepik.com/",
      "url": "https://theagenticweekly.com/tools/freepik",
      "markdown": "https://theagenticweekly.com/tools/freepik.md",
      "citation": "Agentic Weekly, \"Freepik AI: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/freepik"
    },
    {
      "slug": "goodcall",
      "name": "Goodcall",
      "vendor": "Goodcall",
      "version": null,
      "categories": [
        {
          "slug": "small-business",
          "rank": 1
        }
      ],
      "verdict": "A sensible first AI receptionist for a one-person shop; the per-customer pricing is simple, but test call quality yourself.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Plan prices read from goodcall.com/pricing on 2026-10-25; may have changed since. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.goodcall.com/",
      "url": "https://theagenticweekly.com/tools/goodcall",
      "markdown": "https://theagenticweekly.com/tools/goodcall.md",
      "citation": "Agentic Weekly, \"Goodcall: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/goodcall"
    },
    {
      "slug": "grammarly",
      "name": "Grammarly",
      "vendor": "Grammarly",
      "version": null,
      "categories": [
        {
          "slug": "writing",
          "rank": null
        }
      ],
      "verdict": "AI writing assistant that works across apps; Free $0, Pro $12 per month, Enterprise custom.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from grammarly.com/plans on 2026-10-25. Billing period behind the $12 figure not captured. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.grammarly.com/",
      "url": "https://theagenticweekly.com/tools/grammarly",
      "markdown": "https://theagenticweekly.com/tools/grammarly.md",
      "citation": "Agentic Weekly, \"Grammarly: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/grammarly"
    },
    {
      "slug": "granola",
      "name": "Granola",
      "vendor": "Granola",
      "version": null,
      "categories": [
        {
          "slug": "meeting-assistants",
          "rank": null
        }
      ],
      "verdict": "AI notepad for back-to-back meetings that captures device audio without a meeting bot.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Partly verified",
        "note": "Read from granola.ai/pricing on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.granola.ai/",
      "url": "https://theagenticweekly.com/tools/granola",
      "markdown": "https://theagenticweekly.com/tools/granola.md",
      "citation": "Agentic Weekly, \"Granola: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/granola"
    },
    {
      "slug": "grok",
      "name": "Grok",
      "vendor": "SpaceXAI (formerly xAI)",
      "version": null,
      "categories": [
        {
          "slug": "ai-assistants",
          "rank": null
        }
      ],
      "verdict": "Grok is SpaceXAI's chat assistant, free to try on web and in apps, with a SuperGrok upgrade.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Partly verified",
        "note": "Read from grok.com on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://grok.com/",
      "url": "https://theagenticweekly.com/tools/grok",
      "markdown": "https://theagenticweekly.com/tools/grok.md",
      "citation": "Agentic Weekly, \"Grok: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/grok"
    },
    {
      "slug": "gumloop",
      "name": "Gumloop",
      "vendor": "Gumloop",
      "version": null,
      "categories": [
        {
          "slug": "agent-building",
          "rank": null
        }
      ],
      "verdict": "Agent builder for teams; plans start at $37 per month with 20k included credits.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from gumloop.com/pricing on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.gumloop.com/",
      "url": "https://theagenticweekly.com/tools/gumloop",
      "markdown": "https://theagenticweekly.com/tools/gumloop.md",
      "citation": "Agentic Weekly, \"Gumloop: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/gumloop"
    },
    {
      "slug": "heygen",
      "name": "HeyGen",
      "vendor": "HeyGen",
      "version": null,
      "categories": [
        {
          "slug": "ai-video",
          "rank": null
        }
      ],
      "verdict": "AI avatar video with a Free plan and paid tiers at $29, $49 and $149 a month.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from heygen.com/pricing on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.heygen.com/",
      "url": "https://theagenticweekly.com/tools/heygen",
      "markdown": "https://theagenticweekly.com/tools/heygen.md",
      "citation": "Agentic Weekly, \"HeyGen: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/heygen"
    },
    {
      "slug": "hugging-face",
      "name": "Hugging Face",
      "vendor": "Hugging Face",
      "version": null,
      "categories": [
        {
          "slug": "llm-platforms",
          "rank": null
        }
      ],
      "verdict": "The hub where the ML community shares models, datasets and apps, with PRO, Team and Enterprise tiers.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-26, SmolLM2-135M from the Hub)",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-26",
        "ran": "Hugging Face's Hub searched without a login in 0.1 s, a 272 MB model downloaded in 3.61 s, and transformers ran it on CPU.",
        "model": "SmolLM2-135M-Instruct downloaded from the Hugging Face Hub and run with the transformers library on CPU (not the Qwen2.5-3B used in other tests)",
        "environment": "Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key",
        "notTested": "Gated models, private repositories, uploads, Spaces and Inference Providers: all need an account or token; Download speed for large (multi-GB) models; Any model beyond one 135M-parameter model; quality of its output was not assessed; Timing of generation: the machine was heavily shared.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from huggingface.co/pricing on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-26",
      "paidPlacement": false,
      "officialUrl": "https://huggingface.co/",
      "url": "https://theagenticweekly.com/tools/hugging-face",
      "markdown": "https://theagenticweekly.com/tools/hugging-face.md",
      "citation": "Agentic Weekly, \"Hugging Face: what's new, verdict & setup\", last updated 2026-10-26, https://theagenticweekly.com/tools/hugging-face"
    },
    {
      "slug": "ideogram",
      "name": "Ideogram",
      "vendor": "Ideogram",
      "version": null,
      "categories": [
        {
          "slug": "image-generation",
          "rank": null
        }
      ],
      "verdict": "AI image generator with Plus, Pro and Team plans, pay-as-you-go credits at 1 cent each, and an API.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from ideogram.ai/pricing on 2026-10-25. Priority credits listed: Pro 7,500 a month, Team 3,600 per user. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://ideogram.ai/",
      "url": "https://theagenticweekly.com/tools/ideogram",
      "markdown": "https://theagenticweekly.com/tools/ideogram.md",
      "citation": "Agentic Weekly, \"Ideogram: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/ideogram"
    },
    {
      "slug": "invideo",
      "name": "invideo",
      "vendor": "invideo",
      "version": null,
      "categories": [
        {
          "slug": "ai-video",
          "rank": null
        }
      ],
      "verdict": "AI video editor with agents; plans at $10, $30 and $75 per seat a month billed annually.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from invideo.io pricing on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://invideo.io/",
      "url": "https://theagenticweekly.com/tools/invideo",
      "markdown": "https://theagenticweekly.com/tools/invideo.md",
      "citation": "Agentic Weekly, \"invideo: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/invideo"
    },
    {
      "slug": "jasper",
      "name": "Jasper",
      "vendor": "Jasper",
      "version": null,
      "categories": [
        {
          "slug": "writing",
          "rank": null
        }
      ],
      "verdict": "AI platform for marketing teams with brand governance and AI visibility tracking; 7-day free trial.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Not verified",
        "note": "Prices were not captured from the pricing page. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.jasper.ai/",
      "url": "https://theagenticweekly.com/tools/jasper",
      "markdown": "https://theagenticweekly.com/tools/jasper.md",
      "citation": "Agentic Weekly, \"Jasper: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/jasper"
    },
    {
      "slug": "jobber",
      "name": "Jobber Receptionist",
      "vendor": "Jobber",
      "version": null,
      "categories": [
        {
          "slug": "small-business",
          "rank": 2
        }
      ],
      "verdict": "Best if you already use or plan to use Jobber for scheduling and invoicing; the receptionist works with your Jobber data.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "The $29/month add-on figure is from Jobber's own help article (updated 2026-07-09); which plans can add it was not verified. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.getjobber.com/features/ai-receptionist/",
      "url": "https://theagenticweekly.com/tools/jobber",
      "markdown": "https://theagenticweekly.com/tools/jobber.md",
      "citation": "Agentic Weekly, \"Jobber Receptionist: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/jobber"
    },
    {
      "slug": "kiro",
      "name": "Kiro",
      "vendor": "Amazon Web Services",
      "version": null,
      "categories": [
        {
          "slug": "ai-coding-agents",
          "rank": null
        },
        {
          "slug": "vibe-coding",
          "rank": null
        }
      ],
      "verdict": "AWS's agentic coding tool that turns prompts into requirements, designs and tasks (spec mode), with an IDE and a CLI.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from kiro.dev/pricing on 2026-10-25. The page offers $20 of credit on first upgrade using social login or AWS Builder ID. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://kiro.dev/",
      "url": "https://theagenticweekly.com/tools/kiro",
      "markdown": "https://theagenticweekly.com/tools/kiro.md",
      "citation": "Agentic Weekly, \"Kiro: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/kiro"
    },
    {
      "slug": "krea",
      "name": "Krea",
      "vendor": "Krea",
      "version": null,
      "categories": [
        {
          "slug": "image-generation",
          "rank": null
        }
      ],
      "verdict": "Creative AI suite for images, videos and upscaling; Free plan with 5,000 units a month.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from krea.ai/pricing on 2026-10-25. Plan names not captured. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.krea.ai/",
      "url": "https://theagenticweekly.com/tools/krea",
      "markdown": "https://theagenticweekly.com/tools/krea.md",
      "citation": "Agentic Weekly, \"Krea: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/krea"
    },
    {
      "slug": "leonardo-ai",
      "name": "Leonardo.Ai",
      "vendor": "Leonardo.Ai",
      "version": null,
      "categories": [
        {
          "slug": "image-generation",
          "rank": null
        }
      ],
      "verdict": "Image and video creation platform with a free tier, four individual plans, team seats and API pay-as-you-go.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from leonardo.ai/pricing on 2026-10-25. Yearly billing is up to 20% off; the monthly prices are quoted here. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://leonardo.ai/",
      "url": "https://theagenticweekly.com/tools/leonardo-ai",
      "markdown": "https://theagenticweekly.com/tools/leonardo-ai.md",
      "citation": "Agentic Weekly, \"Leonardo.Ai: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/leonardo-ai"
    },
    {
      "slug": "lindy",
      "name": "Lindy",
      "vendor": "Lindy",
      "version": null,
      "categories": [
        {
          "slug": "agent-building",
          "rank": null
        }
      ],
      "verdict": "AI 'employee' builder that connects to your tools; Free plan with $50 in credits that last 7 days, then credit-based plans.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from lindy.ai/pricing on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.lindy.ai/",
      "url": "https://theagenticweekly.com/tools/lindy",
      "markdown": "https://theagenticweekly.com/tools/lindy.md",
      "citation": "Agentic Weekly, \"Lindy: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/lindy"
    },
    {
      "slug": "litellm",
      "name": "LiteLLM",
      "vendor": "BerriAI",
      "version": "v1.106.4",
      "categories": [
        {
          "slug": "llm-platforms",
          "rank": null
        }
      ],
      "verdict": "Useful as a single interface in front of local and hosted models; check the license files and pin the version because it releases daily.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-25",
        "ran": "LiteLLM 1.106.4 passed our one-tool task on a local 3B model: 3 of 3 trials; cold uv install 2.3 s.",
        "model": "Qwen2.5-3B-Instruct (Q4_K_M) through Ollama 0.40.11",
        "environment": "Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key",
        "notTested": "Any vendor-hosted model: everything ran on a local 3B model, so tool-call reliability with frontier models is not measured here; Multi-agent flows, memory, long conversations, streaming, tracing and cloud deployment; Anything beyond one tool and one question; three trials is a smoke test, not a benchmark; The LiteLLM proxy server, budgets, keys and routing.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Partly verified",
        "note": "Open source; no pricing page read. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://docs.litellm.ai/docs/",
      "url": "https://theagenticweekly.com/tools/litellm",
      "markdown": "https://theagenticweekly.com/tools/litellm.md",
      "citation": "Agentic Weekly, \"LiteLLM v1.106.4: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/litellm"
    },
    {
      "slug": "llama-cpp",
      "name": "llama.cpp",
      "vendor": "ggml-org (open-source project)",
      "version": "b11889",
      "categories": [
        {
          "slug": "llm-platforms",
          "rank": null
        }
      ],
      "verdict": "LLM inference in C/C++: the open-source engine many local-model tools build on; MIT-licensed with near-daily build tags.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-25",
        "ran": "llama.cpp b11889 generated 118 tokens/s (0.5B), 40 (1.5B) and 19.5 (3B) on 8 CPU threads with llama-bench, and its server passed the same prompts and tool call as Ollama.",
        "model": "Qwen2.5-3B-Instruct (Q4_K_M) through Ollama 0.40.11",
        "environment": "Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key",
        "notTested": "Building from source, GPU backends, longer prompts, quantisations other than Q4_K_M, speculative decoding; Single bench run of 64 tokens; it is a smoke test and not a benchmark suite.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Open-source project; no pricing. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://github.com/ggml-org/llama.cpp",
      "url": "https://theagenticweekly.com/tools/llama-cpp",
      "markdown": "https://theagenticweekly.com/tools/llama-cpp.md",
      "citation": "Agentic Weekly, \"llama.cpp b11889: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/llama-cpp"
    },
    {
      "slug": "lm-studio",
      "name": "LM Studio",
      "vendor": "LM Studio",
      "version": null,
      "categories": [
        {
          "slug": "llm-platforms",
          "rank": null
        }
      ],
      "verdict": "Desktop app for running open models locally; the homepage now leads with Bionic, an agent for work and code.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Not verified",
        "note": "No pricing page was read; check lmstudio.ai. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://lmstudio.ai/",
      "url": "https://theagenticweekly.com/tools/lm-studio",
      "markdown": "https://theagenticweekly.com/tools/lm-studio.md",
      "citation": "Agentic Weekly, \"LM Studio: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/lm-studio"
    },
    {
      "slug": "make",
      "name": "Make",
      "vendor": "Make",
      "version": null,
      "categories": [
        {
          "slug": "no-code-automation",
          "rank": null
        }
      ],
      "verdict": "Visual automation platform: build scenarios by prompt or drag and drop, credits-based billing, a free plan with no time limit.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Partly verified",
        "note": "Read from make.com and make.com/en/pricing on 2026-10-25. Plan prices did not appear in the text we could read. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.make.com/",
      "url": "https://theagenticweekly.com/tools/make",
      "markdown": "https://theagenticweekly.com/tools/make.md",
      "citation": "Agentic Weekly, \"Make: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/make"
    },
    {
      "slug": "mcp-servers",
      "name": "MCP reference servers",
      "vendor": "Model Context Protocol project",
      "version": "v2.1.0",
      "categories": [
        {
          "slug": "mcp-servers",
          "rank": null
        }
      ],
      "verdict": "The MCP project's collection of reference servers.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-25, no LLM involved)",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-25",
        "ran": "MCP Memory server answered over stdio in 284 ms cold (v1.0.0, Node 20) and 147 ms (v2.0.0, Node 24); median call 0.9 to 0.6 ms. The MCP Fetch server 2026.10.24 refused to fetch a local test page by default (a deliberate loopback block); with --allow-private-ips it fetched it in 698.3 ms median. MCP Sequential Thinking server answered over stdio in 271 ms cold (v1.0.0, Node 20) and 159 ms (v2.0.0, Node 24); median call 0.8 to 0.4 ms. MCP Filesystem server answered over stdio in 279 ms cold (v1.0.0, Node 20) and 187 ms (v2.0.1, Node 24); median call 0.8 to 1.0 ms. MCP Everything (reference) server answered over stdio in 356 ms cold (v1.0.0, Node 20) and 252 ms (v2.0.1, Node 24); median call 0.5 to 0.4 ms. The MCP Git server 2026.10.19 started in 512 ms, listed 12 tools and answered git_status in 3.2 ms median. The MCP Time server 2026.10.19 started in 483 ms and answered get_current_time in 0.8 ms median.",
        "model": "none (no LLM was involved in this test)",
        "environment": "Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key",
        "notTested": "Remote (HTTP) transport, authentication and concurrent clients: only local stdio with one client was measured; Large payloads: calls used tiny inputs, so these latencies are protocol and process overhead, not throughput; Anything about answer quality: no model was involved in the latency numbers; These are single smoke-test runs; it is not a benchmark. The machine was shared with other jobs.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Open-source server; the service it connects to may have its own costs. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://github.com/modelcontextprotocol/servers",
      "url": "https://theagenticweekly.com/tools/mcp-servers",
      "markdown": "https://theagenticweekly.com/tools/mcp-servers.md",
      "citation": "Agentic Weekly, \"MCP reference servers v2.1.0: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/mcp-servers",
      "guides": [
        {
          "slug": "git-mcp-server",
          "title": "Git MCP server: how to set it up and what it can do",
          "url": "https://theagenticweekly.com/guides/git-mcp-server",
          "markdown": "https://theagenticweekly.com/guides/git-mcp-server.md",
          "evidence": "tested",
          "updated": "2026-10-26"
        }
      ]
    },
    {
      "slug": "microsoft-copilot",
      "name": "Microsoft Copilot",
      "vendor": "Microsoft",
      "version": null,
      "categories": [
        {
          "slug": "ai-assistants",
          "rank": null
        }
      ],
      "verdict": "Microsoft's AI assistant for chat, creating and getting work done, with consumer and enterprise tiers.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Partly verified",
        "note": "Read from microsoft.com Copilot plans page on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://copilot.microsoft.com/",
      "url": "https://theagenticweekly.com/tools/microsoft-copilot",
      "markdown": "https://theagenticweekly.com/tools/microsoft-copilot.md",
      "citation": "Agentic Weekly, \"Microsoft Copilot: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/microsoft-copilot"
    },
    {
      "slug": "copilot-studio",
      "name": "Microsoft Copilot Studio",
      "vendor": "Microsoft",
      "version": null,
      "categories": [
        {
          "slug": "agent-building",
          "rank": null
        }
      ],
      "verdict": "Microsoft's platform for creating and managing custom agents, workflows and apps with no code.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Not verified",
        "note": "Pricing not captured. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.microsoft.com/en-us/microsoft-copilot/microsoft-copilot-studio",
      "url": "https://theagenticweekly.com/tools/copilot-studio",
      "markdown": "https://theagenticweekly.com/tools/copilot-studio.md",
      "citation": "Agentic Weekly, \"Microsoft Copilot Studio: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/copilot-studio"
    },
    {
      "slug": "le-chat",
      "name": "Mistral Le Chat",
      "vendor": "Mistral AI",
      "version": null,
      "categories": [
        {
          "slug": "ai-assistants",
          "rank": null
        }
      ],
      "verdict": "Mistral's AI assistant: Free, Pro at $14.99 a month, Team at $24.99 per user.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from mistral.ai pricing on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://chat.mistral.ai/",
      "url": "https://theagenticweekly.com/tools/le-chat",
      "markdown": "https://theagenticweekly.com/tools/le-chat.md",
      "citation": "Agentic Weekly, \"Mistral Le Chat: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/le-chat"
    },
    {
      "slug": "murf-ai",
      "name": "Murf AI",
      "vendor": "Murf AI",
      "version": null,
      "categories": [
        {
          "slug": "voice-ai",
          "rank": null
        }
      ],
      "verdict": "Text-to-speech platform with a $10 free API trial, pay-as-you-go credits and per-character API pricing.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from murf.ai/pricing on 2026-10-25. The page focuses on API pricing; Studio subscription prices were not shown. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://murf.ai/",
      "url": "https://theagenticweekly.com/tools/murf-ai",
      "markdown": "https://theagenticweekly.com/tools/murf-ai.md",
      "citation": "Agentic Weekly, \"Murf AI: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/murf-ai"
    },
    {
      "slug": "notion-ai",
      "name": "Notion AI",
      "vendor": "Notion",
      "version": null,
      "categories": [
        {
          "slug": "ai-assistants",
          "rank": null
        }
      ],
      "verdict": "Notion's built-in AI and agents; Free $0, Plus $10 and Business $20 per member per month, with AI usage drawing on credits.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from notion.com/pricing on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.notion.com/product/ai",
      "url": "https://theagenticweekly.com/tools/notion-ai",
      "markdown": "https://theagenticweekly.com/tools/notion-ai.md",
      "citation": "Agentic Weekly, \"Notion AI: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/notion-ai"
    },
    {
      "slug": "ollama",
      "name": "Ollama",
      "vendor": "Ollama",
      "version": "v0.40.11",
      "categories": [
        {
          "slug": "llm-platforms",
          "rank": null
        }
      ],
      "verdict": "The common way to run open models locally on macOS, Windows and Linux, with a cloud option and an MIT-licensed open-source core.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-25",
        "ran": "Ollama 0.40.11 served three Qwen2.5 sizes over its OpenAI-compatible API on 8 CPU cores: all three answered simple prompts; the 0.5B model failed JSON extraction while 1.5B and 3B passed, and tool calls worked 5 of 5 on all three.",
        "model": "Qwen2.5-3B-Instruct (Q4_K_M) through Ollama 0.40.11",
        "environment": "Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key",
        "notTested": "Larger models, GPUs, concurrency, context lengths beyond a few hundred tokens and quality of long answers; A \"write\" quality judgement: we only timed it; Three runs per prompt is a smoke test, not a benchmark.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from ollama.com/pricing on 2026-10-25. Local use of open models is free; cloud models bill per million tokens. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://ollama.com/",
      "url": "https://theagenticweekly.com/tools/ollama",
      "markdown": "https://theagenticweekly.com/tools/ollama.md",
      "citation": "Agentic Weekly, \"Ollama v0.40.11: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/ollama",
      "guides": [
        {
          "slug": "run-claude-code-with-a-local-model",
          "title": "How to run Claude Code with a local model",
          "url": "https://theagenticweekly.com/guides/run-claude-code-with-a-local-model",
          "markdown": "https://theagenticweekly.com/guides/run-claude-code-with-a-local-model.md",
          "evidence": "tested",
          "updated": "2026-10-26"
        }
      ]
    },
    {
      "slug": "open-webui",
      "name": "Open WebUI",
      "vendor": "Open WebUI",
      "version": "v0.12.4",
      "categories": [
        {
          "slug": "llm-platforms",
          "rank": null
        }
      ],
      "verdict": "Self-hosted AI platform: a web interface that connects to Ollama and OpenAI-compatible models, under its own Open WebUI License.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-25",
        "ran": "Open WebUI 0.12.4 installed with uv in 11.6 s (6,977 MB in the virtualenv), was healthy about 11 to 12 s after start, and answered a chat through its API in 0.68 s using a local Ollama model.",
        "model": "Qwen2.5-3B-Instruct (Q4_K_M) through Ollama 0.40.11",
        "environment": "Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key",
        "notTested": "The browser UI, RAG over documents, web search, multi-user roles, and Docker deployment; One request; a smoke test, not a load test.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Partly verified",
        "note": "No pricing page read. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://openwebui.com/",
      "url": "https://theagenticweekly.com/tools/open-webui",
      "markdown": "https://theagenticweekly.com/tools/open-webui.md",
      "citation": "Agentic Weekly, \"Open WebUI v0.12.4: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/open-webui"
    },
    {
      "slug": "openrouter",
      "name": "OpenRouter",
      "vendor": "OpenRouter",
      "version": null,
      "categories": [
        {
          "slug": "llm-platforms",
          "rank": null
        }
      ],
      "verdict": "Unified API to many models with fallbacks; a Free tier with 25+ free models and 4 free providers.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Partly verified",
        "note": "Read from openrouter.ai/pricing on 2026-10-25; per-model prices vary. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://openrouter.ai/",
      "url": "https://theagenticweekly.com/tools/openrouter",
      "markdown": "https://theagenticweekly.com/tools/openrouter.md",
      "citation": "Agentic Weekly, \"OpenRouter: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/openrouter"
    },
    {
      "slug": "opus-clip",
      "name": "OpusClip",
      "vendor": "OpusClip",
      "version": null,
      "categories": [
        {
          "slug": "ai-video",
          "rank": null
        }
      ],
      "verdict": "Turns long videos into shorts and posts to social platforms; Free forever plan.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Partly verified",
        "note": "Read from opus.pro pricing on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.opus.pro/",
      "url": "https://theagenticweekly.com/tools/opus-clip",
      "markdown": "https://theagenticweekly.com/tools/opus-clip.md",
      "citation": "Agentic Weekly, \"OpusClip: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/opus-clip"
    },
    {
      "slug": "otter",
      "name": "Otter.ai",
      "vendor": "Otter.ai",
      "version": null,
      "categories": [
        {
          "slug": "meeting-assistants",
          "rank": null
        }
      ],
      "verdict": "AI meeting agent with real-time transcription, summaries and action items; free plan, paid per-user plans.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Partly verified",
        "note": "Read from otter.ai/pricing on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://otter.ai/",
      "url": "https://theagenticweekly.com/tools/otter",
      "markdown": "https://theagenticweekly.com/tools/otter.md",
      "citation": "Agentic Weekly, \"Otter.ai: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/otter"
    },
    {
      "slug": "perplexity",
      "name": "Perplexity",
      "vendor": "Perplexity AI",
      "version": null,
      "categories": [
        {
          "slug": "ai-search",
          "rank": null
        }
      ],
      "verdict": "AI search with citations in every answer; Pro is $20 a month ($17 billed annually) and Max is $200 ($167 billed annually).",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from perplexity.ai/hub/pricing and its help center, 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.perplexity.ai/",
      "url": "https://theagenticweekly.com/tools/perplexity",
      "markdown": "https://theagenticweekly.com/tools/perplexity.md",
      "citation": "Agentic Weekly, \"Perplexity: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/perplexity"
    },
    {
      "slug": "pika",
      "name": "Pika",
      "vendor": "Pika",
      "version": null,
      "categories": [
        {
          "slug": "ai-video",
          "rank": null
        }
      ],
      "verdict": "AI creative platform with a free plan and monthly tiers at $10, $35 and $95.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from pika.art pricing on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://pika.art/",
      "url": "https://theagenticweekly.com/tools/pika",
      "markdown": "https://theagenticweekly.com/tools/pika.md",
      "citation": "Agentic Weekly, \"Pika: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/pika"
    },
    {
      "slug": "pipedream",
      "name": "Pipedream",
      "vendor": "Pipedream",
      "version": null,
      "categories": [
        {
          "slug": "no-code-automation",
          "rank": null
        }
      ],
      "verdict": "Integration layer for AI agents with managed auth and 10,000+ tools across 3,000+ APIs; free to build, pay in production.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Partly verified",
        "note": "Read from pipedream.com/pricing on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://pipedream.com/",
      "url": "https://theagenticweekly.com/tools/pipedream",
      "markdown": "https://theagenticweekly.com/tools/pipedream.md",
      "citation": "Agentic Weekly, \"Pipedream: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/pipedream"
    },
    {
      "slug": "power-automate",
      "name": "Power Automate",
      "vendor": "Microsoft",
      "version": null,
      "categories": [
        {
          "slug": "no-code-automation",
          "rank": null
        }
      ],
      "verdict": "Microsoft's automation platform with a 30-day free trial and per-user and per-bot plans.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Partly verified",
        "note": "Read from the Microsoft Power Automate pricing page on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.microsoft.com/en-us/power-platform/products/power-automate",
      "url": "https://theagenticweekly.com/tools/power-automate",
      "markdown": "https://theagenticweekly.com/tools/power-automate.md",
      "citation": "Agentic Weekly, \"Power Automate: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/power-automate"
    },
    {
      "slug": "pydantic-ai",
      "name": "Pydantic AI",
      "vendor": "Pydantic",
      "version": null,
      "categories": [
        {
          "slug": "agent-building",
          "rank": null
        }
      ],
      "verdict": "Python agent framework built on Pydantic types, covering agents, realtime voice, image generation and embeddings.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-25",
        "ran": "Pydantic AI 2.61.0 passed our one-tool task on a local 3B model: 3 of 3 trials; cold uv install 3.7 s.",
        "model": "Qwen2.5-3B-Instruct (Q4_K_M) through Ollama 0.40.11",
        "environment": "Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key",
        "notTested": "Any vendor-hosted model: everything ran on a local 3B model, so tool-call reliability with frontier models is not measured here; Multi-agent flows, memory, long conversations, streaming, tracing and cloud deployment; Anything beyond one tool and one question; three trials is a smoke test, not a benchmark.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Open-source library; costs come from the model APIs you call. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://ai.pydantic.dev/",
      "url": "https://theagenticweekly.com/tools/pydantic-ai",
      "markdown": "https://theagenticweekly.com/tools/pydantic-ai.md",
      "citation": "Agentic Weekly, \"Pydantic AI: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/pydantic-ai"
    },
    {
      "slug": "qodo",
      "name": "Qodo",
      "vendor": "Qodo",
      "version": null,
      "categories": [
        {
          "slug": "ai-coding-agents",
          "rank": null
        }
      ],
      "verdict": "AI code review platform with 15+ agentic workflows for IDEs, pull requests and security, priced by team credits.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Partly verified",
        "note": "Read from qodo.ai/pricing on 2026-10-25; the page text did not make clear whether $30 is per user per month, so we do not state a unit. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.qodo.ai/",
      "url": "https://theagenticweekly.com/tools/qodo",
      "markdown": "https://theagenticweekly.com/tools/qodo.md",
      "citation": "Agentic Weekly, \"Qodo: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/qodo"
    },
    {
      "slug": "read-ai",
      "name": "Read AI",
      "vendor": "Read AI",
      "version": null,
      "categories": [
        {
          "slug": "meeting-assistants",
          "rank": null
        }
      ],
      "verdict": "AI notetaker that works across Teams, Meet and Zoom; Free plan covers 5 meetings per month.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from read.ai/pricing on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.read.ai/",
      "url": "https://theagenticweekly.com/tools/read-ai",
      "markdown": "https://theagenticweekly.com/tools/read-ai.md",
      "citation": "Agentic Weekly, \"Read AI: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/read-ai"
    },
    {
      "slug": "recraft",
      "name": "Recraft",
      "vendor": "Recraft",
      "version": null,
      "categories": [
        {
          "slug": "image-generation",
          "rank": null
        }
      ],
      "verdict": "Text-to-image model and design platform for photorealism and vector output; V4.1 Flash is listed as the latest model.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Not verified",
        "note": "Prices not captured. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.recraft.ai/",
      "url": "https://theagenticweekly.com/tools/recraft",
      "markdown": "https://theagenticweekly.com/tools/recraft.md",
      "citation": "Agentic Weekly, \"Recraft: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/recraft"
    },
    {
      "slug": "relevance-ai",
      "name": "Relevance AI",
      "vendor": "Relevance AI",
      "version": null,
      "categories": [
        {
          "slug": "agent-building",
          "rank": null
        }
      ],
      "verdict": "Platform for specialist AI agents for sales, customer success, marketing and HR, with an embedded deployment team.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Not verified",
        "note": "Pricing not captured. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://relevanceai.com/",
      "url": "https://theagenticweekly.com/tools/relevance-ai",
      "markdown": "https://theagenticweekly.com/tools/relevance-ai.md",
      "citation": "Agentic Weekly, \"Relevance AI: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/relevance-ai"
    },
    {
      "slug": "replicate",
      "name": "Replicate",
      "vendor": "Replicate",
      "version": null,
      "categories": [
        {
          "slug": "llm-platforms",
          "rank": null
        }
      ],
      "verdict": "Cloud API for running and fine-tuning open models, with per-use pricing.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Partly verified",
        "note": "Read from replicate.com/pricing on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://replicate.com/",
      "url": "https://theagenticweekly.com/tools/replicate",
      "markdown": "https://theagenticweekly.com/tools/replicate.md",
      "citation": "Agentic Weekly, \"Replicate: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/replicate"
    },
    {
      "slug": "resemble-ai",
      "name": "Resemble AI",
      "vendor": "Resemble AI",
      "version": null,
      "categories": [
        {
          "slug": "voice-ai",
          "rank": null
        }
      ],
      "verdict": "Resemble AI now leads with real-time deepfake detection and watermarking for audio, video and images; plans from free to $1,000 a month.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from resemble.ai/pricing on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.resemble.ai/",
      "url": "https://theagenticweekly.com/tools/resemble-ai",
      "markdown": "https://theagenticweekly.com/tools/resemble-ai.md",
      "citation": "Agentic Weekly, \"Resemble AI: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/resemble-ai"
    },
    {
      "slug": "retell",
      "name": "Retell AI",
      "vendor": "Retell AI",
      "version": null,
      "categories": [
        {
          "slug": "voice-ai",
          "rank": null
        }
      ],
      "verdict": "Voice AI agents for phone calls with pay-per-minute pricing and 20 free concurrent calls.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from retellai.com/pricing on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.retellai.com/",
      "url": "https://theagenticweekly.com/tools/retell",
      "markdown": "https://theagenticweekly.com/tools/retell.md",
      "citation": "Agentic Weekly, \"Retell AI: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/retell"
    },
    {
      "slug": "speechify",
      "name": "Speechify",
      "vendor": "Speechify",
      "version": null,
      "categories": [
        {
          "slug": "voice-ai",
          "rank": null
        }
      ],
      "verdict": "Text-to-speech app that reads PDFs, books and web pages aloud, with a Free plan and a $29 monthly premium price.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from speechify.com/pricing on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://speechify.com/",
      "url": "https://theagenticweekly.com/tools/speechify",
      "markdown": "https://theagenticweekly.com/tools/speechify.md",
      "citation": "Agentic Weekly, \"Speechify: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/speechify"
    },
    {
      "slug": "synthesia",
      "name": "Synthesia",
      "vendor": "Synthesia",
      "version": null,
      "categories": [
        {
          "slug": "ai-video",
          "rank": null
        }
      ],
      "verdict": "Business video platform with AI avatars in 140+ languages and a free credit allowance.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Partly verified",
        "note": "Read from synthesia.io/pricing on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.synthesia.io/",
      "url": "https://theagenticweekly.com/tools/synthesia",
      "markdown": "https://theagenticweekly.com/tools/synthesia.md",
      "citation": "Agentic Weekly, \"Synthesia: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/synthesia"
    },
    {
      "slug": "together-ai",
      "name": "Together AI",
      "vendor": "Together AI",
      "version": null,
      "categories": [
        {
          "slug": "llm-platforms",
          "rank": null
        }
      ],
      "verdict": "AI cloud for open models: serverless inference, fine-tuning and GPU clusters, priced per token.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Partly verified",
        "note": "Read from together.ai/pricing on 2026-10-25; model prices change often. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.together.ai/",
      "url": "https://theagenticweekly.com/tools/together-ai",
      "markdown": "https://theagenticweekly.com/tools/together-ai.md",
      "citation": "Agentic Weekly, \"Together AI: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/together-ai"
    },
    {
      "slug": "vapi",
      "name": "Vapi",
      "vendor": "Vapi",
      "version": null,
      "categories": [
        {
          "slug": "voice-ai",
          "rank": null
        }
      ],
      "verdict": "Developer platform for voice agents; $5 free credits, then pay for the minutes you run.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Partly verified",
        "note": "Read from vapi.ai/pricing on 2026-10-25. Provider costs (speech, model, telephony) add to the per-minute rate. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://vapi.ai/",
      "url": "https://theagenticweekly.com/tools/vapi",
      "markdown": "https://theagenticweekly.com/tools/vapi.md",
      "citation": "Agentic Weekly, \"Vapi: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/vapi"
    },
    {
      "slug": "voiceflow",
      "name": "Voiceflow",
      "vendor": "Voiceflow",
      "version": null,
      "categories": [
        {
          "slug": "agent-building",
          "rank": null
        }
      ],
      "verdict": "Platform for chat and voice AI agents for customer experience teams.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Not verified",
        "note": "Pricing not captured. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.voiceflow.com/",
      "url": "https://theagenticweekly.com/tools/voiceflow",
      "markdown": "https://theagenticweekly.com/tools/voiceflow.md",
      "citation": "Agentic Weekly, \"Voiceflow: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/voiceflow"
    },
    {
      "slug": "warp",
      "name": "Warp",
      "vendor": "Warp",
      "version": null,
      "categories": [
        {
          "slug": "ai-coding-agents",
          "rank": null
        }
      ],
      "verdict": "Warp's terminal and agent platform; it now pitches 'open infrastructure for cloud software factories' defined as code, with any model.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from warp.dev/pricing on 2026-10-25. Usage included in paid plans is priced at API rates. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.warp.dev/",
      "url": "https://theagenticweekly.com/tools/warp",
      "markdown": "https://theagenticweekly.com/tools/warp.md",
      "citation": "Agentic Weekly, \"Warp: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/warp"
    },
    {
      "slug": "writesonic",
      "name": "Writesonic",
      "vendor": "Writesonic",
      "version": null,
      "categories": [
        {
          "slug": "writing",
          "rank": null
        }
      ],
      "verdict": "Platform for tracking and improving visibility in AI search with article generation.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Not verified",
        "note": "Prices were not captured. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://writesonic.com/",
      "url": "https://theagenticweekly.com/tools/writesonic",
      "markdown": "https://theagenticweekly.com/tools/writesonic.md",
      "citation": "Agentic Weekly, \"Writesonic: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/writesonic"
    },
    {
      "slug": "you-com",
      "name": "You.com",
      "vendor": "You.com",
      "version": null,
      "categories": [
        {
          "slug": "ai-search",
          "rank": null
        }
      ],
      "verdict": "You.com now presents itself as search and inference infrastructure for AI: web search, answer and research APIs plus an inference router.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from you.com/pricing on 2026-10-25. Enterprise is custom. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://you.com/",
      "url": "https://theagenticweekly.com/tools/you-com",
      "markdown": "https://theagenticweekly.com/tools/you-com.md",
      "citation": "Agentic Weekly, \"You.com: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/you-com"
    },
    {
      "slug": "zapier",
      "name": "Zapier",
      "vendor": "Zapier",
      "version": null,
      "categories": [
        {
          "slug": "no-code-automation",
          "rank": null
        }
      ],
      "verdict": "No-code automation with 9,000+ apps and AI agents; free plan of 100 tasks a month.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from zapier.com/pricing on 2026-10-25. Prices are per month for the smallest task tier of each plan; larger tiers cost more. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": false,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://zapier.com/",
      "url": "https://theagenticweekly.com/tools/zapier",
      "markdown": "https://theagenticweekly.com/tools/zapier.md",
      "citation": "Agentic Weekly, \"Zapier: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/zapier"
    },
    {
      "slug": "zed",
      "name": "Zed",
      "vendor": "Zed Industries",
      "version": null,
      "categories": [
        {
          "slug": "ai-coding-agents",
          "rank": null
        }
      ],
      "verdict": "High-performance, multiplayer code editor from the creators of Atom and Tree-sitter, open source with AI optional.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from zed.dev/pricing on 2026-10-25. Pro has a 14-day trial with $5 of usage. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-25",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://zed.dev/",
      "url": "https://theagenticweekly.com/tools/zed",
      "markdown": "https://theagenticweekly.com/tools/zed.md",
      "citation": "Agentic Weekly, \"Zed: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/zed"
    },
    {
      "slug": "langgraph",
      "name": "LangGraph",
      "vendor": "LangChain",
      "version": "1.2.17",
      "categories": [
        {
          "slug": "agent-building",
          "rank": 3
        }
      ],
      "verdict": "A dependable foundation for stateful agents; this release is a routine fix, so only update if the RemoteGraph or recursion fixes affect you.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-25",
        "ran": "Installed langgraph 1.2.17 and ran a two-node StateGraph (count words, then label); the input 'agentic weekly tests every tool' returned n=5 and the labelled text. Extended: LangGraph 1.2.17 passed our one-tool task on a local 3B model: 3 of 3 trials; cold uv install 2.5 s.",
        "model": "Qwen2.5-3B-Instruct (Q4_K_M) through Ollama 0.40.11",
        "environment": "Linux x86_64 box, 8 CPUs, no GPU; no vendor account, login or API key",
        "notTested": "RemoteGraph, checkpoints, the recursion-limit fixes, any LLM-driven agent beyond the one-tool task, the hosted LangGraph platform; Any vendor-hosted model: everything ran on a local 3B model, so tool-call reliability with frontier models is not measured here; Multi-agent flows, memory, long conversations, streaming, tracing and cloud deployment; Anything beyond one tool and one question; three trials is a smoke test, not a benchmark.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Not verified",
        "note": "We have not verified pricing for this tool; see the official site."
      },
      "releaseDate": "2026-10-24",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://github.com/langchain-ai/langgraph",
      "url": "https://theagenticweekly.com/tools/langgraph",
      "markdown": "https://theagenticweekly.com/tools/langgraph.md",
      "citation": "Agentic Weekly, \"LangGraph 1.2.17: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/langgraph"
    },
    {
      "slug": "vercel-ai-sdk",
      "name": "Vercel AI SDK",
      "vendor": "Vercel",
      "version": null,
      "categories": [
        {
          "slug": "agent-building",
          "rank": null
        }
      ],
      "verdict": "Vercel's TypeScript SDK that gives one API across many model providers, with streaming and agent helpers.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-25",
        "ran": "Vercel AI SDK passed our one-tool task 3 of 3 on Node 20 (ai 6.0.315) and 3 of 3 on Node 24 (ai 7.0.153); the install is 26 to 27 MB.",
        "model": "Qwen2.5-3B-Instruct (Q4_K_M) through Ollama 0.40.11",
        "environment": "Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key",
        "notTested": "Any vendor-hosted model: everything ran against one local 3B model; Multi-agent flows, memory, streaming and deployment; Anything beyond one tool and one question; five trials is a smoke test, not a benchmark.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Open-source library; costs come from the model APIs you call. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-24",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://ai-sdk.dev/",
      "url": "https://theagenticweekly.com/tools/vercel-ai-sdk",
      "markdown": "https://theagenticweekly.com/tools/vercel-ai-sdk.md",
      "citation": "Agentic Weekly, \"Vercel AI SDK: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/vercel-ai-sdk"
    },
    {
      "slug": "activepieces",
      "name": "Activepieces",
      "vendor": "Activepieces",
      "version": "0.92.3-hotfix.1",
      "categories": [
        {
          "slug": "no-code-automation",
          "rank": null
        }
      ],
      "verdict": "Open-source workflow automation with chat, agents, tables and 770+ apps; $20 or $200 flat monthly plans.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from activepieces.com/pricing on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-23",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.activepieces.com/",
      "url": "https://theagenticweekly.com/tools/activepieces",
      "markdown": "https://theagenticweekly.com/tools/activepieces.md",
      "citation": "Agentic Weekly, \"Activepieces 0.92.3-hotfix.1: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/activepieces"
    },
    {
      "slug": "agno",
      "name": "Agno",
      "vendor": "Agno",
      "version": "v3.1.10",
      "categories": [
        {
          "slug": "agent-building",
          "rank": null
        }
      ],
      "verdict": "Open-source agent framework that now sells a self-driving agent platform you run in your own cloud.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-25",
        "ran": "Agno 3.1.10 passed our one-tool task on a local 3B model: 3 of 3 trials; cold uv install 1.8 s.",
        "model": "Qwen2.5-3B-Instruct (Q4_K_M) through Ollama 0.40.11",
        "environment": "Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key",
        "notTested": "Any vendor-hosted model: everything ran on a local 3B model, so tool-call reliability with frontier models is not measured here; Multi-agent flows, memory, long conversations, streaming, tracing and cloud deployment; Anything beyond one tool and one question; three trials is a smoke test, not a benchmark.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Partly verified",
        "note": "No pricing page read. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-23",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.agno.com/",
      "url": "https://theagenticweekly.com/tools/agno",
      "markdown": "https://theagenticweekly.com/tools/agno.md",
      "citation": "Agentic Weekly, \"Agno v3.1.10: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/agno"
    },
    {
      "slug": "claude-code",
      "name": "Claude Code",
      "vendor": "Anthropic",
      "version": "v2.1.310",
      "categories": [
        {
          "slug": "ai-coding-agents",
          "rank": 1
        },
        {
          "slug": "vibe-coding",
          "rank": 1
        },
        {
          "slug": "agent-building",
          "rank": 1
        }
      ],
      "verdict": "Update now if you use the sandbox or run Claude Code on a cloud provider; skip if you wanted flashy new features, this is a hardening release.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models)",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-25",
        "ran": "Installed with Anthropic's native installer (claude --version printed 2.1.310) and ran one headless edit task (change a-b to a+b in calc.py) through a local model; the first, vaguer prompt failed and the second, with the exact path and strings, succeeded.",
        "model": "Qwen2.5-3B-Instruct (4-bit), a small local open-weight model served by Ollama 0.40.11; no vendor-hosted model was used",
        "environment": "Linux x86_64 box, 8 CPUs, no GPU; no vendor account, login or API key",
        "notTested": "Claude models, subscription login, the sandbox and permission fixes, claude ultrareview and --trust-workspace, Bedrock/Vertex/Foundry.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Not verified",
        "note": "Pricing and plan limits were not checked. See Anthropic's plans pages. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-23",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-26",
      "paidPlacement": false,
      "officialUrl": "https://code.claude.com/docs/en/overview",
      "url": "https://theagenticweekly.com/tools/claude-code",
      "markdown": "https://theagenticweekly.com/tools/claude-code.md",
      "citation": "Agentic Weekly, \"Claude Code v2.1.310: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/claude-code",
      "guides": [
        {
          "slug": "add-mcp-server-to-claude-code",
          "title": "How to add an MCP server to Claude Code",
          "url": "https://theagenticweekly.com/guides/add-mcp-server-to-claude-code",
          "markdown": "https://theagenticweekly.com/guides/add-mcp-server-to-claude-code.md",
          "evidence": "reported",
          "updated": "2026-10-26"
        },
        {
          "slug": "best-model-for-opencode-cline-claude-code",
          "title": "Best model for OpenCode, Cline and Claude Code: options by budget",
          "url": "https://theagenticweekly.com/guides/best-model-for-opencode-cline-claude-code",
          "markdown": "https://theagenticweekly.com/guides/best-model-for-opencode-cline-claude-code.md",
          "evidence": "reported",
          "updated": "2026-10-26"
        },
        {
          "slug": "claude-opus-5-5-free-or-paid",
          "title": "Is Claude Opus 5.5 free? Which plans include it",
          "url": "https://theagenticweekly.com/guides/claude-opus-5-5-free-or-paid",
          "markdown": "https://theagenticweekly.com/guides/claude-opus-5-5-free-or-paid.md",
          "evidence": "reported",
          "updated": "2026-10-26"
        },
        {
          "slug": "github-mcp-server",
          "title": "GitHub MCP server: how to set it up",
          "url": "https://theagenticweekly.com/guides/github-mcp-server",
          "markdown": "https://theagenticweekly.com/guides/github-mcp-server.md",
          "evidence": "reported",
          "updated": "2026-10-26"
        },
        {
          "slug": "gpt-6-1-terra-in-coding-agents",
          "title": "Which coding agents can use GPT-6.1 Terra?",
          "url": "https://theagenticweekly.com/guides/gpt-6-1-terra-in-coding-agents",
          "markdown": "https://theagenticweekly.com/guides/gpt-6-1-terra-in-coding-agents.md",
          "evidence": "reported",
          "updated": "2026-10-26"
        },
        {
          "slug": "run-claude-code-with-a-local-model",
          "title": "How to run Claude Code with a local model",
          "url": "https://theagenticweekly.com/guides/run-claude-code-with-a-local-model",
          "markdown": "https://theagenticweekly.com/guides/run-claude-code-with-a-local-model.md",
          "evidence": "tested",
          "updated": "2026-10-26"
        },
        {
          "slug": "which-claude-model-should-i-use",
          "title": "Which Claude model should you use? Haiku 5.5, Sonnet 5.5, Opus 5.5 or Fable 5.1",
          "url": "https://theagenticweekly.com/guides/which-claude-model-should-i-use",
          "markdown": "https://theagenticweekly.com/guides/which-claude-model-should-i-use.md",
          "evidence": "reported",
          "updated": "2026-10-26"
        }
      ]
    },
    {
      "slug": "codex-cli",
      "name": "Codex CLI",
      "vendor": "OpenAI",
      "version": "0.164.0",
      "categories": [
        {
          "slug": "ai-coding-agents",
          "rank": 2
        },
        {
          "slug": "vibe-coding",
          "rank": 2
        }
      ],
      "verdict": "A quality-of-life release: worth updating if you re-type the same prompts or switch models a lot, not a reason to switch tools.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models)",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-25",
        "ran": "Installed @openai/codex from npm (codex-cli 0.164.0) and ran 'codex exec --oss' against a local model; Codex executed a sed command in its sandbox and changed calc.py. A plain-language edit request ran no edit; we kept two runs.",
        "model": "Qwen2.5-3B-Instruct (4-bit), a small local open-weight model served by Ollama 0.40.11; no vendor-hosted model was used",
        "environment": "Linux x86_64 box, 8 CPUs, no GPU; no vendor account, login or API key",
        "notTested": "ChatGPT sign-in, presets, /model and /permissions arguments, MCP sign-in, image previews, OpenAI-hosted models.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Not verified",
        "note": "We have not verified pricing for this tool; see the official site."
      },
      "releaseDate": "2026-10-23",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-26",
      "paidPlacement": false,
      "officialUrl": "https://github.com/openai/codex",
      "url": "https://theagenticweekly.com/tools/codex-cli",
      "markdown": "https://theagenticweekly.com/tools/codex-cli.md",
      "citation": "Agentic Weekly, \"Codex CLI 0.164.0: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/codex-cli",
      "guides": [
        {
          "slug": "chatgpt-work-vs-chatgpt-chat",
          "title": "ChatGPT Work vs ChatGPT Chat vs Codex: what each is for",
          "url": "https://theagenticweekly.com/guides/chatgpt-work-vs-chatgpt-chat",
          "markdown": "https://theagenticweekly.com/guides/chatgpt-work-vs-chatgpt-chat.md",
          "evidence": "reported",
          "updated": "2026-10-26"
        },
        {
          "slug": "gpt-6-1-terra-in-coding-agents",
          "title": "Which coding agents can use GPT-6.1 Terra?",
          "url": "https://theagenticweekly.com/guides/gpt-6-1-terra-in-coding-agents",
          "markdown": "https://theagenticweekly.com/guides/gpt-6-1-terra-in-coding-agents.md",
          "evidence": "reported",
          "updated": "2026-10-26"
        }
      ]
    },
    {
      "slug": "composio",
      "name": "Composio",
      "vendor": "Composio",
      "version": null,
      "categories": [
        {
          "slug": "agent-building",
          "rank": null
        }
      ],
      "verdict": "Managed tool-calling and authentication for agents across 1,500+ apps, with a free tier of 100,000 tool calls a month.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from composio.dev/pricing on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-23",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://composio.dev/",
      "url": "https://theagenticweekly.com/tools/composio",
      "markdown": "https://theagenticweekly.com/tools/composio.md",
      "citation": "Agentic Weekly, \"Composio: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/composio"
    },
    {
      "slug": "context7",
      "name": "Context7",
      "vendor": "Upstash",
      "version": "@upstash/context7-sdk 0.6.0",
      "categories": [
        {
          "slug": "mcp-servers",
          "rank": null
        }
      ],
      "verdict": "Up-to-date, version-specific library docs served to coding agents.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-25, no language model involved)",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-25",
        "ran": "Context7 MCP 4.4.4 started locally in 462 ms but its tool calls go to a hosted API: resolve-library-id took about 1.2 s per call and returned React documentation matches.",
        "model": "None; no language model was involved",
        "environment": "Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key",
        "notTested": "Remote (HTTP) transport, authentication and concurrent clients: only local stdio with one client was measured; Large payloads: calls used tiny inputs, so these latencies are protocol and process overhead, not throughput; Anything about answer quality: no model was involved in the latency numbers; These are single smoke-test runs; it is not a benchmark. The machine was shared with other jobs; The second tool (fetching documentation by library ID) and API-key behaviour.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Not verified",
        "note": "Pricing page was not read. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-23",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-26",
      "paidPlacement": false,
      "officialUrl": "https://context7.com/",
      "url": "https://theagenticweekly.com/tools/context7",
      "markdown": "https://theagenticweekly.com/tools/context7.md",
      "citation": "Agentic Weekly, \"Context7 @upstash/context7-sdk 0.6.0: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/context7"
    },
    {
      "slug": "crewai",
      "name": "CrewAI",
      "vendor": "CrewAI",
      "version": "1.15.30",
      "categories": [
        {
          "slug": "agent-building",
          "rank": 5
        }
      ],
      "verdict": "Reasonable if you like the crew-of-agents mental model; the memory and tool-loop fixes in this release are worth taking.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models)",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-25",
        "ran": "Installed crewai 1.15.30 in a fresh Python 3.13 venv and ran one Agent, one Task and one Crew with a custom tool; the agent used the tool and reported 9 words (correct). An earlier unpinned install resolved to 1.6.1. Extended: CrewAI 1.15.30 passed our one-tool task on a local 3B model: 3 of 3 trials; cold uv install 8.4 s.",
        "model": "Qwen2.5-3B-Instruct (4-bit), a small local open-weight model served by Ollama 0.40.11; no vendor-hosted model was used",
        "environment": "Linux x86_64 box, 8 CPUs, no GPU; no vendor account, login or API key",
        "notTested": "The uv tool install / crewai CLI route, the eval command, Azure DocumentDB, the hosted platform, hosted models; Any vendor-hosted model: everything ran on a local 3B model, so tool-call reliability with frontier models is not measured here; Multi-agent flows, memory, long conversations, streaming, tracing and cloud deployment; Anything beyond one tool and one question; three trials is a smoke test, not a benchmark.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Not verified",
        "note": "We have not verified pricing for this tool; see the official site."
      },
      "releaseDate": "2026-10-23",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://github.com/crewAIInc/crewAI",
      "url": "https://theagenticweekly.com/tools/crewai",
      "markdown": "https://theagenticweekly.com/tools/crewai.md",
      "citation": "Agentic Weekly, \"CrewAI 1.15.30: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/crewai"
    },
    {
      "slug": "dify",
      "name": "Dify",
      "vendor": "LangGenius",
      "version": "v1.18.0",
      "categories": [
        {
          "slug": "agent-building",
          "rank": null
        }
      ],
      "verdict": "Open-source platform for building LLM apps and agent workflows with a visual canvas; licensed under a modified Apache 2.0 with extra conditions.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Partly verified",
        "note": "Pricing page not read. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-23",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://dify.ai/",
      "url": "https://theagenticweekly.com/tools/dify",
      "markdown": "https://theagenticweekly.com/tools/dify.md",
      "citation": "Agentic Weekly, \"Dify v1.18.0: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/dify"
    },
    {
      "slug": "gemini-notebook",
      "name": "Gemini Notebook",
      "vendor": "Google",
      "version": null,
      "categories": [
        {
          "slug": "writing",
          "rank": 3
        }
      ],
      "verdict": "A good fit for turning a pile of documents into drafts and decks you can check against sources; availability of new features is rolling out.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Not verified",
        "note": "We have not verified pricing for this tool; see the official site."
      },
      "releaseDate": "2026-10-23",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://notebook.google/",
      "url": "https://theagenticweekly.com/tools/gemini-notebook",
      "markdown": "https://theagenticweekly.com/tools/gemini-notebook.md",
      "citation": "Agentic Weekly, \"Gemini Notebook: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/gemini-notebook"
    },
    {
      "slug": "goose",
      "name": "goose",
      "vendor": "aaif-goose (GitHub organization, previously block/goose)",
      "version": "v1.56.0",
      "categories": [
        {
          "slug": "ai-coding-agents",
          "rank": 8
        }
      ],
      "verdict": "Pick goose if you want an open-source agent with real subagent controls; v1.56.0 is a solid, subagent-heavy update.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models)",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-25",
        "ran": "Unpacked the official release archive (the install script stopped on a missing bzip2), goose --version printed 1.56.0, and ran 'goose run' with a local Ollama provider; attempt 1 failed to change the file, attempt 2 with exact strings changed a-b to a+b.",
        "model": "Qwen2.5-3B-Instruct (4-bit), a small local open-weight model served by Ollama 0.40.11; no vendor-hosted model was used",
        "environment": "Linux x86_64 box, 8 CPUs, no GPU; no vendor account, login or API key",
        "notTested": "Subagents, resume and limits, the desktop app.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Not verified",
        "note": "We have not verified pricing for this tool; see the official site."
      },
      "releaseDate": "2026-10-23",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-26",
      "paidPlacement": false,
      "officialUrl": "https://github.com/aaif-goose/goose",
      "url": "https://theagenticweekly.com/tools/goose",
      "markdown": "https://theagenticweekly.com/tools/goose.md",
      "citation": "Agentic Weekly, \"goose v1.56.0: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/goose"
    },
    {
      "slug": "kilo-code",
      "name": "Kilo Code",
      "vendor": "Kilo Code (Kilo-Org)",
      "version": "v7.8.17",
      "categories": [
        {
          "slug": "ai-coding-agents",
          "rank": null
        }
      ],
      "verdict": "Open-source AI coding agent for VS Code, JetBrains, CLI and Cloud, with 500+ models at zero markup or your own keys.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from kilo.ai/pricing on 2026-10-25. Gateway usage is billed at provider rates. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-23",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://kilo.ai/",
      "url": "https://theagenticweekly.com/tools/kilo-code",
      "markdown": "https://theagenticweekly.com/tools/kilo-code.md",
      "citation": "Agentic Weekly, \"Kilo Code v7.8.17: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/kilo-code"
    },
    {
      "slug": "luma",
      "name": "Luma",
      "vendor": "Luma AI",
      "version": null,
      "categories": [
        {
          "slug": "ai-video",
          "rank": 1
        }
      ],
      "verdict": "A good pick for creators who want several video models in one workspace; Ray 3.2 launched on June 9, 2026, so check which models are live on your plan.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Plan prices read from lumalabs.ai/pricing on 2026-10-25. Credit cost per clip varies by model and was not verified. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-23",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://lumalabs.ai/",
      "url": "https://theagenticweekly.com/tools/luma",
      "markdown": "https://theagenticweekly.com/tools/luma.md",
      "citation": "Agentic Weekly, \"Luma: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/luma"
    },
    {
      "slug": "openhands",
      "name": "OpenHands",
      "vendor": "OpenHands (open-source project)",
      "version": "v1.33.0",
      "categories": [
        {
          "slug": "ai-coding-agents",
          "rank": null
        },
        {
          "slug": "agent-building",
          "rank": null
        }
      ],
      "verdict": "Open-source AI coding agent platform you can start locally, automate with workflows and run with any model.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Partly verified",
        "note": "Pricing page not read; only the open-source license is verified. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-23",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.openhands.dev/",
      "url": "https://theagenticweekly.com/tools/openhands",
      "markdown": "https://theagenticweekly.com/tools/openhands.md",
      "citation": "Agentic Weekly, \"OpenHands v1.33.0: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/openhands"
    },
    {
      "slug": "replit",
      "name": "Replit",
      "vendor": "Replit",
      "version": null,
      "categories": [
        {
          "slug": "vibe-coding",
          "rank": 4
        },
        {
          "slug": "small-business",
          "rank": 5
        }
      ],
      "verdict": "Strong pick if you want build, hosting and monitoring in one place; read the credit and overage rules first.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Partly verified",
        "note": "Replit's docs state plan credits and the Pro price; Core's own sticker price is not confirmed because the pricing page returned 403 to our fetch. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-23",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://replit.com/",
      "url": "https://theagenticweekly.com/tools/replit",
      "markdown": "https://theagenticweekly.com/tools/replit.md",
      "citation": "Agentic Weekly, \"Replit: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/replit"
    },
    {
      "slug": "chrome-devtools-mcp",
      "name": "Chrome DevTools MCP",
      "vendor": "Chrome DevTools team (Google)",
      "version": "v1.12.0",
      "categories": [
        {
          "slug": "mcp-servers",
          "rank": null
        }
      ],
      "verdict": "Chrome DevTools for coding agents.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-25, no language model involved)",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-25",
        "ran": "Chrome DevTools MCP 1.12.0 exposed 32 tools and opened a page in headless Chrome in 136.6 ms median; our first navigate_page call was rejected for a missing pageId.",
        "model": "None; no language model was involved",
        "environment": "Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key",
        "notTested": "Remote (HTTP) transport, authentication and concurrent clients: only local stdio with one client was measured; Large payloads: calls used tiny inputs, so these latencies are protocol and process overhead, not throughput; Anything about answer quality: no model was involved in the latency numbers; These are single smoke-test runs; it is not a benchmark. The machine was shared with other jobs; Performance traces, network and console inspection, emulation: only page creation was timed.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Open-source server; the service it connects to may have its own costs. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-22",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-26",
      "paidPlacement": false,
      "officialUrl": "https://github.com/ChromeDevTools/chrome-devtools-mcp",
      "url": "https://theagenticweekly.com/tools/chrome-devtools-mcp",
      "markdown": "https://theagenticweekly.com/tools/chrome-devtools-mcp.md",
      "citation": "Agentic Weekly, \"Chrome DevTools MCP v1.12.0: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/chrome-devtools-mcp"
    },
    {
      "slug": "google-adk",
      "name": "Google ADK",
      "vendor": "Google",
      "version": "v2.13.0",
      "categories": [
        {
          "slug": "agent-building",
          "rank": 4
        }
      ],
      "verdict": "Update with care: a big, useful release for Gemini users, but it includes a telemetry default change.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models)",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-25",
        "ran": "Installed google-adk 2.13.0 (plus litellm for a non-Gemini model) and ran an Agent with one Python function tool on InMemoryRunner; the agent called the tool and answered 6 (correct). Extended: Google ADK (Python) 2.13.0 passed our one-tool task on a local 3B model: 3 of 3 trials; cold uv install 1.7 s.",
        "model": "Qwen2.5-3B-Instruct (4-bit), a small local open-weight model served by Ollama 0.40.11; no vendor-hosted model was used",
        "environment": "Linux x86_64 box, 8 CPUs, no GPU; no vendor account, login or API key",
        "notTested": "Gemini models, live voice, MongoDB sessions, the 2.13.0 telemetry default change, the vendor's 8x claim; Any vendor-hosted model: everything ran on a local 3B model, so tool-call reliability with frontier models is not measured here; Multi-agent flows, memory, long conversations, streaming, tracing and cloud deployment; Anything beyond one tool and one question; three trials is a smoke test, not a benchmark.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Not verified",
        "note": "We have not verified pricing for this tool; see the official site."
      },
      "releaseDate": "2026-10-22",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://github.com/google/adk-python",
      "url": "https://theagenticweekly.com/tools/google-adk",
      "markdown": "https://theagenticweekly.com/tools/google-adk.md",
      "citation": "Agentic Weekly, \"Google ADK v2.13.0: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/google-adk"
    },
    {
      "slug": "langchain",
      "name": "LangChain",
      "vendor": "LangChain",
      "version": "langchain-core 1.7.0",
      "categories": [
        {
          "slug": "agent-building",
          "rank": null
        }
      ],
      "verdict": "Open-source framework for building LLM applications and agents in Python and JavaScript, from the team behind LangGraph and LangSmith.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-25",
        "ran": "LangChain.js 1.5.19 passed our one-tool task 3 of 3 on Node 20 and 3 of 3 on Node 24; about 101 MB in 36 packages. LangChain 1.4.7 passed our one-tool task on a local 3B model: 3 of 3 trials; cold uv install 0.8 s.",
        "model": "Qwen2.5-3B-Instruct (Q4_K_M) through Ollama 0.40.11",
        "environment": "Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key",
        "notTested": "Any vendor-hosted model: everything ran against one local 3B model; Multi-agent flows, memory, streaming and deployment; Anything beyond one tool and one question; five trials is a smoke test, not a benchmark; Any vendor-hosted model: everything ran on a local 3B model, so tool-call reliability with frontier models is not measured here; Multi-agent flows, memory, long conversations, streaming, tracing and cloud deployment; Anything beyond one tool and one question; three trials is a smoke test, not a benchmark.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Open-source library; costs come from the model APIs you call. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-22",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.langchain.com/",
      "url": "https://theagenticweekly.com/tools/langchain",
      "markdown": "https://theagenticweekly.com/tools/langchain.md",
      "citation": "Agentic Weekly, \"LangChain langchain-core 1.7.0: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/langchain"
    },
    {
      "slug": "opencode",
      "name": "opencode",
      "vendor": "anomalyco (GitHub organization)",
      "version": "v1.19.4",
      "categories": [
        {
          "slug": "ai-coding-agents",
          "rank": 6
        }
      ],
      "verdict": "Update when convenient for the runtime security fixes; pick opencode if you want an open-source agent that is not tied to one model vendor.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models)",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-25",
        "ran": "Installed opencode-ai 1.19.4 from npm and ran 'opencode run' headless with a custom OpenAI-compatible provider pointing at a local model; attempt 1 edited the wrong path and failed, attempt 2 with the path stated edited calc.py.",
        "model": "Qwen2.5-3B-Instruct (4-bit), a small local open-weight model served by Ollama 0.40.11; no vendor-hosted model was used",
        "environment": "Linux x86_64 box, 8 CPUs, no GPU; no vendor account, login or API key",
        "notTested": "The README's v2 installer or @opencode/cli 2.x, the desktop app, the Bun security fixes.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Not verified",
        "note": "We have not verified pricing for this tool; see the official site."
      },
      "releaseDate": "2026-10-22",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-26",
      "paidPlacement": false,
      "officialUrl": "https://opencode.ai/",
      "url": "https://theagenticweekly.com/tools/opencode",
      "markdown": "https://theagenticweekly.com/tools/opencode.md",
      "citation": "Agentic Weekly, \"opencode v1.19.4: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/opencode",
      "guides": [
        {
          "slug": "best-model-for-opencode-cline-claude-code",
          "title": "Best model for OpenCode, Cline and Claude Code: options by budget",
          "url": "https://theagenticweekly.com/guides/best-model-for-opencode-cline-claude-code",
          "markdown": "https://theagenticweekly.com/guides/best-model-for-opencode-cline-claude-code.md",
          "evidence": "reported",
          "updated": "2026-10-26"
        },
        {
          "slug": "gpt-6-1-terra-in-coding-agents",
          "title": "Which coding agents can use GPT-6.1 Terra?",
          "url": "https://theagenticweekly.com/guides/gpt-6-1-terra-in-coding-agents",
          "markdown": "https://theagenticweekly.com/guides/gpt-6-1-terra-in-coding-agents.md",
          "evidence": "reported",
          "updated": "2026-10-26"
        }
      ]
    },
    {
      "slug": "claude",
      "name": "Claude",
      "vendor": "Anthropic",
      "version": null,
      "categories": [
        {
          "slug": "writing",
          "rank": 2
        }
      ],
      "verdict": "A strong writing partner; try Claude Duet only if you are on Pro or Max and comfortable with a research-preview product.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Plan prices read from Anthropic's pricing page on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-21",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://claude.ai/",
      "url": "https://theagenticweekly.com/tools/claude",
      "markdown": "https://theagenticweekly.com/tools/claude.md",
      "citation": "Agentic Weekly, \"Claude: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/claude",
      "guides": [
        {
          "slug": "claude-opus-5-5-free-or-paid",
          "title": "Is Claude Opus 5.5 free? Which plans include it",
          "url": "https://theagenticweekly.com/guides/claude-opus-5-5-free-or-paid",
          "markdown": "https://theagenticweekly.com/guides/claude-opus-5-5-free-or-paid.md",
          "evidence": "reported",
          "updated": "2026-10-26"
        }
      ]
    },
    {
      "slug": "github-mcp-server",
      "name": "GitHub MCP Server",
      "vendor": "GitHub",
      "version": "2.0.3",
      "categories": [
        {
          "slug": "mcp-servers",
          "rank": null
        }
      ],
      "verdict": "GitHub's official MCP server for repos, issues and pull requests.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-26, no LLM involved)",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-26",
        "ran": "GitHub MCP Server 2.0.3 started over stdio in a median 266 ms and listed 46 tools in a median 15 ms; we did not make any authenticated call.",
        "model": "none (no language model was involved)",
        "environment": "Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key",
        "notTested": "Any authenticated call: we used a placeholder token, so no request reached the vendor's API and we did not check that real accounts, permissions or rate limits work; Remote (HTTP) transport and concurrent clients: only local stdio with one client was run; Anything about answer quality: no model was involved in the handshake and tool-list check; A single smoke-test run set (three starts); it is not a benchmark.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Server is free; GitHub account limits and plans apply. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-21",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-26",
      "paidPlacement": false,
      "officialUrl": "https://github.com/github/github-mcp-server",
      "url": "https://theagenticweekly.com/tools/github-mcp-server",
      "markdown": "https://theagenticweekly.com/tools/github-mcp-server.md",
      "citation": "Agentic Weekly, \"GitHub MCP Server 2.0.3: what's new, verdict & setup\", last updated 2026-10-26, https://theagenticweekly.com/tools/github-mcp-server",
      "guides": [
        {
          "slug": "github-mcp-server",
          "title": "GitHub MCP server: how to set it up",
          "url": "https://theagenticweekly.com/guides/github-mcp-server",
          "markdown": "https://theagenticweekly.com/guides/github-mcp-server.md",
          "evidence": "reported",
          "updated": "2026-10-26"
        }
      ]
    },
    {
      "slug": "haystack",
      "name": "Haystack",
      "vendor": "deepset",
      "version": "v3.4.1",
      "categories": [
        {
          "slug": "agent-building",
          "rank": null
        }
      ],
      "verdict": "Apache-2.0 Python framework for building search, RAG and agent pipelines, maintained by deepset.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-25",
        "ran": "Haystack 3.4.1 passed our one-tool task on a local 3B model: 3 of 3 trials; cold uv install 2.3 s.",
        "model": "Qwen2.5-3B-Instruct (Q4_K_M) through Ollama 0.40.11",
        "environment": "Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key",
        "notTested": "Any vendor-hosted model: everything ran on a local 3B model, so tool-call reliability with frontier models is not measured here; Multi-agent flows, memory, long conversations, streaming, tracing and cloud deployment; Anything beyond one tool and one question; three trials is a smoke test, not a benchmark; Document stores, retrieval pipelines and evaluation.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Open-source library; costs come from the model APIs you call. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-21",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://haystack.deepset.ai/",
      "url": "https://theagenticweekly.com/tools/haystack",
      "markdown": "https://theagenticweekly.com/tools/haystack.md",
      "citation": "Agentic Weekly, \"Haystack v3.4.1: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/haystack"
    },
    {
      "slug": "mastra",
      "name": "Mastra",
      "vendor": "Mastra",
      "version": "@mastra/core@1.79.0",
      "categories": [
        {
          "slug": "agent-building",
          "rank": 6
        }
      ],
      "verdict": "A strong TypeScript option if you are building agents in a Node stack; read the breaking-change note on sessions before upgrading.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-25",
        "ran": "Mastra passed 5 of 5 on Node 20 (0.24.9) and 5 of 5 on Node 24 (1.79.0) with temperature pinned to 0, after failing 5 of 6 earlier trials at default sampling.",
        "model": "Qwen2.5-3B-Instruct (Q4_K_M) through Ollama 0.40.11",
        "environment": "Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key",
        "notTested": "Any vendor-hosted model: everything ran against one local 3B model; Multi-agent flows, memory, streaming and deployment; Anything beyond one tool and one question; five trials is a smoke test, not a benchmark.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Not verified",
        "note": "We have not verified pricing for this tool; see the official site."
      },
      "releaseDate": "2026-10-21",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://mastra.ai/",
      "url": "https://theagenticweekly.com/tools/mastra",
      "markdown": "https://theagenticweekly.com/tools/mastra.md",
      "citation": "Agentic Weekly, \"Mastra @mastra/core@1.79.0: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/mastra"
    },
    {
      "slug": "mcp-inspector",
      "name": "MCP Inspector",
      "vendor": "Model Context Protocol project",
      "version": "2.12.0",
      "categories": [
        {
          "slug": "mcp-servers",
          "rank": null
        }
      ],
      "verdict": "The quickest way to check what an MCP server exposes; run it on a current Node or npm may quietly install version 0.15.0.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-25, no LLM involved)",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-25",
        "ran": "MCP Inspector listed the filesystem server's 14 tools from the command line on both 0.15.0 (Node 20) and 2.12.0 (Node 24) in under a second; the 2.x install is smaller.",
        "model": "none (no language model was involved)",
        "environment": "Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key",
        "notTested": "The browser UI, OAuth flows, SSE and streamable HTTP transports; Calling tools through the Inspector: only tools/list was run; One run each; not a benchmark.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Partly verified",
        "note": "Open source; no pricing page read. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-21",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://modelcontextprotocol.io/docs/2026-07-28/tools/inspector",
      "url": "https://theagenticweekly.com/tools/mcp-inspector",
      "markdown": "https://theagenticweekly.com/tools/mcp-inspector.md",
      "citation": "Agentic Weekly, \"MCP Inspector 2.12.0: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/mcp-inspector"
    },
    {
      "slug": "chatgpt",
      "name": "ChatGPT",
      "vendor": "OpenAI",
      "version": null,
      "categories": [
        {
          "slug": "writing",
          "rank": 1
        },
        {
          "slug": "image-generation",
          "rank": 3
        },
        {
          "slug": "small-business",
          "rank": 6
        }
      ],
      "verdict": "Still the broadest all-round assistant; the October updates matter most if you write documents, decks or work with audio.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Plan prices read from OpenAI's pricing docs on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-20",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://chatgpt.com/",
      "url": "https://theagenticweekly.com/tools/chatgpt",
      "markdown": "https://theagenticweekly.com/tools/chatgpt.md",
      "citation": "Agentic Weekly, \"ChatGPT: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/chatgpt",
      "guides": [
        {
          "slug": "chatgpt-work-vs-chatgpt-chat",
          "title": "ChatGPT Work vs ChatGPT Chat vs Codex: what each is for",
          "url": "https://theagenticweekly.com/guides/chatgpt-work-vs-chatgpt-chat",
          "markdown": "https://theagenticweekly.com/guides/chatgpt-work-vs-chatgpt-chat.md",
          "evidence": "reported",
          "updated": "2026-10-26"
        }
      ]
    },
    {
      "slug": "fastmcp",
      "name": "FastMCP",
      "vendor": "Prefect",
      "version": "v4.1.3",
      "categories": [
        {
          "slug": "agent-building",
          "rank": 7
        }
      ],
      "verdict": "If you run FastMCP servers, upgrade and read the security notices; the OAuth issuer step is not automatic.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-25, no language model involved)",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-25",
        "ran": "First run (2026-10-25, 17:35 to 17:55 CDT; raw log not published on a /tests page): installed fastmcp 4.1.3 with uv, wrote a two-tool server and called it through an in-memory client, a stdio subprocess and HTTP on 127.0.0.1; fastmcp inspect listed 2 tools. Published log (/tests/mcp-python-servers, stdio only): the same three-tool server written with FastMCP 4.1.3 and with the official MCP Python SDK 2.3.0 answered calls equally fast (about 1 ms); FastMCP started in 643 to 735 ms against 461 to 516 ms for the SDK on repeats.",
        "model": "None; no language model was involved",
        "environment": "Linux x86_64 box, 8 CPUs, no GPU; no vendor account, login or API key",
        "notTested": "OAuth issuer settings and the CA trust-store fix this release is about; Remote (HTTP) transport, authentication and concurrent clients: only local stdio with one client was measured; Large payloads: calls used tiny inputs, so these latencies are protocol and process overhead, not throughput; Anything about answer quality: no model was involved in the latency numbers; These are single smoke-test runs; it is not a benchmark. The machine was shared with other jobs.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Not verified",
        "note": "We have not verified pricing for this tool; see the official site."
      },
      "releaseDate": "2026-10-20",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-26",
      "paidPlacement": false,
      "officialUrl": "https://github.com/PrefectHQ/fastmcp",
      "url": "https://theagenticweekly.com/tools/fastmcp",
      "markdown": "https://theagenticweekly.com/tools/fastmcp.md",
      "citation": "Agentic Weekly, \"FastMCP v4.1.3: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/fastmcp",
      "guides": [
        {
          "slug": "build-an-mcp-server-with-fastmcp",
          "title": "How to build an MCP server with FastMCP",
          "url": "https://theagenticweekly.com/guides/build-an-mcp-server-with-fastmcp",
          "markdown": "https://theagenticweekly.com/guides/build-an-mcp-server-with-fastmcp.md",
          "evidence": "tested",
          "updated": "2026-10-26"
        }
      ]
    },
    {
      "slug": "gemini-cli",
      "name": "Gemini CLI",
      "vendor": "Google",
      "version": "v0.65.0",
      "categories": [
        {
          "slug": "ai-coding-agents",
          "rank": 3
        }
      ],
      "verdict": "Skip it as a new starter on a consumer plan; keep it only if you are on an enterprise license or a paid API key.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Not verified",
        "note": "We have not verified pricing for this tool; see the official site."
      },
      "releaseDate": "2026-10-20",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://github.com/google-gemini/gemini-cli",
      "url": "https://theagenticweekly.com/tools/gemini-cli",
      "markdown": "https://theagenticweekly.com/tools/gemini-cli.md",
      "citation": "Agentic Weekly, \"Gemini CLI v0.65.0: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/gemini-cli"
    },
    {
      "slug": "jan",
      "name": "Jan",
      "vendor": "Menlo Research",
      "version": "0.8.7",
      "categories": [
        {
          "slug": "llm-platforms",
          "rank": null
        }
      ],
      "verdict": "Open-source alternative to ChatGPT that runs open models locally or connects to cloud models like GPT and Claude.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Partly verified",
        "note": "No pricing page read. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-20",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://jan.ai/",
      "url": "https://theagenticweekly.com/tools/jan",
      "markdown": "https://theagenticweekly.com/tools/jan.md",
      "citation": "Agentic Weekly, \"Jan 0.8.7: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/jan"
    },
    {
      "slug": "n8n",
      "name": "n8n",
      "vendor": "n8n",
      "version": "2.45",
      "categories": [
        {
          "slug": "agent-building",
          "rank": 8
        },
        {
          "slug": "small-business",
          "rank": 4
        }
      ],
      "verdict": "Great fit for small teams that want to wire apps and AI together without code; the license is fair-code, not open source.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-25",
        "ran": "n8n 2.44.6 installed from npm on Node 24 in 1 min 54 s (2,343 packages), imported a three-node workflow from the CLI and executed it: a Code node returned 42 and a request to a local model returned \"42\".",
        "model": "Qwen2.5-3B-Instruct (Q4_K_M) through Ollama 0.40.11",
        "environment": "Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key",
        "notTested": "The editor UI, webhooks, credentials, scheduled triggers, community nodes, Python Code nodes and queue mode; Docker deployment, which n8n now recommends.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Not verified",
        "note": "We have not verified pricing for this tool; see the official site."
      },
      "releaseDate": "2026-10-20",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://n8n.io/",
      "url": "https://theagenticweekly.com/tools/n8n",
      "markdown": "https://theagenticweekly.com/tools/n8n.md",
      "citation": "Agentic Weekly, \"n8n 2.45: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/n8n"
    },
    {
      "slug": "elevenlabs",
      "name": "ElevenLabs",
      "vendor": "ElevenLabs",
      "version": null,
      "categories": [
        {
          "slug": "music",
          "rank": 2
        }
      ],
      "verdict": "Best for builders adding voice or music to products; the Video to Music API is the interesting new piece for creators.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Not verified",
        "note": "We have not verified pricing for this tool; see the official site."
      },
      "releaseDate": "2026-10-19",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://elevenlabs.io/",
      "url": "https://theagenticweekly.com/tools/elevenlabs",
      "markdown": "https://theagenticweekly.com/tools/elevenlabs.md",
      "citation": "Agentic Weekly, \"ElevenLabs: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/elevenlabs"
    },
    {
      "slug": "v0",
      "name": "v0",
      "vendor": "Vercel",
      "version": null,
      "categories": [
        {
          "slug": "vibe-coding",
          "rank": 5
        }
      ],
      "verdict": "Good for UI-heavy web work, especially if you deploy on Vercel; the October changes are about teamwork and polish.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Not verified",
        "note": "We have not verified pricing for this tool; see the official site."
      },
      "releaseDate": "2026-10-19",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://v0.app/",
      "url": "https://theagenticweekly.com/tools/v0",
      "markdown": "https://theagenticweekly.com/tools/v0.md",
      "citation": "Agentic Weekly, \"v0: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/v0"
    },
    {
      "slug": "comfyui",
      "name": "ComfyUI",
      "vendor": "Comfy Org",
      "version": "v0.42.1",
      "categories": [
        {
          "slug": "image-generation",
          "rank": 2
        },
        {
          "slug": "ai-video",
          "rank": 4
        }
      ],
      "verdict": "The tool to learn if you want maximum control over open models on your own GPU; it has a learning curve.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-26, no LLM involved)",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-26",
        "ran": "ComfyUI 0.42.0 installed in 17.42 s and its CPU-only server was ready in 30.1 s with 1014 node types, but we did not generate an image.",
        "model": "none (no language model was involved)",
        "environment": "Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key",
        "notTested": "Generating any image: no checkpoint was downloaded (the SD-Turbo file we considered is 5.2 GB, and the machine's free memory could not hold it); GPU use, custom nodes, the ComfyUI Manager, workflows from the web interface, and the browser UI; Speed of image generation on CPU or on a GPU.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Not verified",
        "note": "We have not verified pricing for this tool; see the official site."
      },
      "releaseDate": "2026-10-18",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-26",
      "paidPlacement": false,
      "officialUrl": "https://www.comfy.org/",
      "url": "https://theagenticweekly.com/tools/comfyui",
      "markdown": "https://theagenticweekly.com/tools/comfyui.md",
      "citation": "Agentic Weekly, \"ComfyUI v0.42.1: what's new, verdict & setup\", last updated 2026-10-26, https://theagenticweekly.com/tools/comfyui"
    },
    {
      "slug": "cline",
      "name": "Cline",
      "vendor": "Cline",
      "version": "SDK v0.0.95",
      "categories": [
        {
          "slug": "ai-coding-agents",
          "rank": 7
        }
      ],
      "verdict": "A good open-source pick if you want an agent inside your IDE or a CLI and an SDK to embed it; the October notes are incremental.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Not verified",
        "note": "We have not verified pricing for this tool; see the official site."
      },
      "releaseDate": "2026-10-17",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://cline.bot/",
      "url": "https://theagenticweekly.com/tools/cline",
      "markdown": "https://theagenticweekly.com/tools/cline.md",
      "citation": "Agentic Weekly, \"Cline SDK v0.0.95: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/cline",
      "guides": [
        {
          "slug": "best-model-for-opencode-cline-claude-code",
          "title": "Best model for OpenCode, Cline and Claude Code: options by budget",
          "url": "https://theagenticweekly.com/guides/best-model-for-opencode-cline-claude-code",
          "markdown": "https://theagenticweekly.com/guides/best-model-for-opencode-cline-claude-code.md",
          "evidence": "reported",
          "updated": "2026-10-26"
        },
        {
          "slug": "gpt-6-1-terra-in-coding-agents",
          "title": "Which coding agents can use GPT-6.1 Terra?",
          "url": "https://theagenticweekly.com/guides/gpt-6-1-terra-in-coding-agents",
          "markdown": "https://theagenticweekly.com/guides/gpt-6-1-terra-in-coding-agents.md",
          "evidence": "reported",
          "updated": "2026-10-26"
        }
      ]
    },
    {
      "slug": "cursor",
      "name": "Cursor",
      "vendor": "Anysphere",
      "version": null,
      "categories": [
        {
          "slug": "ai-coding-agents",
          "rank": 4
        },
        {
          "slug": "vibe-coding",
          "rank": 6
        }
      ],
      "verdict": "Worth a look if you run agents on several repos or want one place for editor, cloud agents and Git hosting; the October changes are mostly for teams.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Plan prices read from cursor.com/pricing on 2026-10-25. Usage multipliers are vendor figures we did not test; third-party model usage is billed separately. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-16",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-26",
      "paidPlacement": false,
      "officialUrl": "https://cursor.com/",
      "url": "https://theagenticweekly.com/tools/cursor",
      "markdown": "https://theagenticweekly.com/tools/cursor.md",
      "citation": "Agentic Weekly, \"Cursor: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/cursor",
      "guides": [
        {
          "slug": "gpt-6-1-terra-in-coding-agents",
          "title": "Which coding agents can use GPT-6.1 Terra?",
          "url": "https://theagenticweekly.com/guides/gpt-6-1-terra-in-coding-agents",
          "markdown": "https://theagenticweekly.com/guides/gpt-6-1-terra-in-coding-agents.md",
          "evidence": "reported",
          "updated": "2026-10-26"
        }
      ]
    },
    {
      "slug": "browser-use",
      "name": "Browser Use",
      "vendor": "Browser Use",
      "version": "0.13.13",
      "categories": [
        {
          "slug": "agent-building",
          "rank": null
        }
      ],
      "verdict": "Open-source library that lets AI agents drive a browser, with a pay-as-you-go cloud browser starting at $0.02 an hour.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from browser-use.com on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-15",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://browser-use.com/",
      "url": "https://theagenticweekly.com/tools/browser-use",
      "markdown": "https://theagenticweekly.com/tools/browser-use.md",
      "citation": "Agentic Weekly, \"Browser Use 0.13.13: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/browser-use"
    },
    {
      "slug": "github-copilot",
      "name": "GitHub Copilot",
      "vendor": "GitHub (Microsoft)",
      "version": null,
      "categories": [
        {
          "slug": "ai-coding-agents",
          "rank": 5
        }
      ],
      "verdict": "A sensible default if your team already lives on GitHub; check which plan you need for new models.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Not verified",
        "note": "We did not verify current pricing. See GitHub's plans page. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-15",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://github.com/features/copilot",
      "url": "https://theagenticweekly.com/tools/github-copilot",
      "markdown": "https://theagenticweekly.com/tools/github-copilot.md",
      "citation": "Agentic Weekly, \"GitHub Copilot: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/github-copilot",
      "guides": [
        {
          "slug": "gpt-6-1-terra-in-coding-agents",
          "title": "Which coding agents can use GPT-6.1 Terra?",
          "url": "https://theagenticweekly.com/guides/gpt-6-1-terra-in-coding-agents",
          "markdown": "https://theagenticweekly.com/guides/gpt-6-1-terra-in-coding-agents.md",
          "evidence": "reported",
          "updated": "2026-10-26"
        }
      ]
    },
    {
      "slug": "kling",
      "name": "Kling AI",
      "vendor": "Kuaishou (Kling AI)",
      "version": "4.0",
      "categories": [
        {
          "slug": "ai-video",
          "rank": 3
        }
      ],
      "verdict": "Worth testing for action and camera-heavy shots; our information is secondhand from Luma plus the Kling homepage.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Unverified (third-party figures)",
        "note": "Prices come from a third-party guide; Kling's official membership page did not render for our fetch. Treat as unverified. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-15",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://klingai.com/",
      "url": "https://theagenticweekly.com/tools/kling",
      "markdown": "https://theagenticweekly.com/tools/kling.md",
      "citation": "Agentic Weekly, \"Kling AI 4.0: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/kling"
    },
    {
      "slug": "openai-agents-sdk",
      "name": "OpenAI Agents SDK",
      "vendor": "OpenAI",
      "version": "v0.24.0",
      "categories": [
        {
          "slug": "agent-building",
          "rank": 2
        }
      ],
      "verdict": "Pick it if you want a small, official framework for multi-agent flows on the OpenAI API; the update is incremental.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models)",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-25",
        "ran": "Installed openai-agents 0.24.0 and ran an Agent with one function tool through Runner.run using the Chat Completions model class against a local model; it produced a tool call, a tool output and a correct final message (9 words). Extended: OpenAI Agents SDK for JS (0.21.0) passed 2 of 5 (Node 20) and 1 of 5 (Node 24) at default sampling but 5 of 5 on both Node versions once temperature was pinned to 0. OpenAI Agents SDK (Python) 0.24.0 passed our one-tool task on a local 3B model: 3 of 3 trials; cold uv install 1.7 s.",
        "model": "Qwen2.5-3B-Instruct (4-bit), a small local open-weight model served by Ollama 0.40.11; no vendor-hosted model was used",
        "environment": "Linux x86_64 box, 8 CPUs, no GPU; no vendor account, login or API key",
        "notTested": "OpenAI-hosted models, the default Responses API, tracing, MCP, approvals, sessions; Any vendor-hosted model: everything ran against one local 3B model; Multi-agent flows, memory, streaming and deployment; Anything beyond one tool and one question; five trials is a smoke test, not a benchmark; Any vendor-hosted model: everything ran on a local 3B model, so tool-call reliability with frontier models is not measured here; Multi-agent flows, memory, long conversations, streaming, tracing and cloud deployment; Anything beyond one tool and one question; three trials is a smoke test, not a benchmark.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Not verified",
        "note": "We have not verified pricing for this tool; see the official site."
      },
      "releaseDate": "2026-10-15",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://github.com/openai/openai-agents-python",
      "url": "https://theagenticweekly.com/tools/openai-agents-sdk",
      "markdown": "https://theagenticweekly.com/tools/openai-agents-sdk.md",
      "citation": "Agentic Weekly, \"OpenAI Agents SDK v0.24.0: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/openai-agents-sdk"
    },
    {
      "slug": "runway",
      "name": "Runway",
      "vendor": "Runway",
      "version": null,
      "categories": [
        {
          "slug": "ai-video",
          "rank": 2
        },
        {
          "slug": "image-generation",
          "rank": 4
        }
      ],
      "verdict": "A strong choice if you want one place to drive many video, image and audio models from an agent; many items are paid-plan only.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Not verified",
        "note": "We have not verified pricing for this tool; see the official site."
      },
      "releaseDate": "2026-10-15",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://runwayml.com/",
      "url": "https://theagenticweekly.com/tools/runway",
      "markdown": "https://theagenticweekly.com/tools/runway.md",
      "citation": "Agentic Weekly, \"Runway: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/runway"
    },
    {
      "slug": "lovable",
      "name": "Lovable",
      "vendor": "Lovable",
      "version": null,
      "categories": [
        {
          "slug": "vibe-coding",
          "rank": 3
        },
        {
          "slug": "small-business",
          "rank": 3
        }
      ],
      "verdict": "A friendly way for non-developers to get a working web app and a first-customers plan; check credit costs before you commit.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Partly verified",
        "note": "The Free plan grant was read from Lovable's pricing page; paid plan prices came from a search summary and are not verified. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-14",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://lovable.dev/",
      "url": "https://theagenticweekly.com/tools/lovable",
      "markdown": "https://theagenticweekly.com/tools/lovable.md",
      "citation": "Agentic Weekly, \"Lovable: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/lovable"
    },
    {
      "slug": "supabase-mcp",
      "name": "Supabase MCP",
      "vendor": "Supabase",
      "version": null,
      "categories": [
        {
          "slug": "mcp-servers",
          "rank": null
        }
      ],
      "verdict": "Connect Supabase projects to AI assistants.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-26, no LLM involved)",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-26",
        "ran": "Supabase MCP server 0.14.0 (@supabase/mcp-server-supabase) started over stdio in a median 468 ms and listed 19 tools in a median 363 ms; we did not make any authenticated call.",
        "model": "none (no language model was involved)",
        "environment": "Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key",
        "notTested": "Any authenticated call: we used a placeholder token, so no request reached the vendor's API and we did not check that real accounts, permissions or rate limits work; Remote (HTTP) transport and concurrent clients: only local stdio with one client was run; Anything about answer quality: no model was involved in the handshake and tool-list check; A single smoke-test run set (three starts); it is not a benchmark.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Server is free; Supabase plan limits apply. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-14",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-26",
      "paidPlacement": false,
      "officialUrl": "https://github.com/supabase/mcp",
      "url": "https://theagenticweekly.com/tools/supabase-mcp",
      "markdown": "https://theagenticweekly.com/tools/supabase-mcp.md",
      "citation": "Agentic Weekly, \"Supabase MCP: what's new, verdict & setup\", last updated 2026-10-26, https://theagenticweekly.com/tools/supabase-mcp"
    },
    {
      "slug": "dspy",
      "name": "DSPy",
      "vendor": "Stanford NLP",
      "version": "3.4.1",
      "categories": [
        {
          "slug": "agent-building",
          "rank": null
        }
      ],
      "verdict": "Worth a look if you want structured, testable LM pipelines; start with a plain Predict module before optimisers.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-25",
        "ran": "DSPy 3.4.1 passed our one-tool task on a local 3B model: 3 of 3 trials; cold uv install 3.7 s.",
        "model": "Qwen2.5-3B-Instruct (Q4_K_M) through Ollama 0.40.11",
        "environment": "Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key",
        "notTested": "Any vendor-hosted model: everything ran on a local 3B model, so tool-call reliability with frontier models is not measured here; Multi-agent flows, memory, long conversations, streaming, tracing and cloud deployment; Anything beyond one tool and one question; three trials is a smoke test, not a benchmark; Optimizers (MIPRO, GEPA, BootstrapFewShot) and evaluation, which are the reason to use DSPy.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Partly verified",
        "note": "Open source; no pricing page read. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-12",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://dspy.ai",
      "url": "https://theagenticweekly.com/tools/dspy",
      "markdown": "https://theagenticweekly.com/tools/dspy.md",
      "citation": "Agentic Weekly, \"DSPy 3.4.1: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/dspy"
    },
    {
      "slug": "midjourney",
      "name": "Midjourney",
      "vendor": "Midjourney",
      "version": null,
      "categories": [
        {
          "slug": "image-generation",
          "rank": 1
        }
      ],
      "verdict": "Use the thinking rerun if prompt-following misses are your pain; be careful with privacy when sharing folders.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Unverified (third-party figures)",
        "note": "Prices come from third-party guides; Midjourney's own plans page returned 403 to our fetch. Treat as unverified. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-08",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.midjourney.com/",
      "url": "https://theagenticweekly.com/tools/midjourney",
      "markdown": "https://theagenticweekly.com/tools/midjourney.md",
      "citation": "Agentic Weekly, \"Midjourney: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/midjourney"
    },
    {
      "slug": "semantic-kernel",
      "name": "Semantic Kernel",
      "vendor": "Microsoft",
      "version": "python-1.45.0",
      "categories": [
        {
          "slug": "agent-building",
          "rank": null
        }
      ],
      "verdict": "Microsoft's model-agnostic SDK for building AI agents; its README calls Microsoft Agent Framework the enterprise-ready successor.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Open-source library; costs come from the model APIs you call. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-06",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://github.com/microsoft/semantic-kernel",
      "url": "https://theagenticweekly.com/tools/semantic-kernel",
      "markdown": "https://theagenticweekly.com/tools/semantic-kernel.md",
      "citation": "Agentic Weekly, \"Semantic Kernel python-1.45.0: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/semantic-kernel"
    },
    {
      "slug": "sentry-mcp",
      "name": "Sentry MCP",
      "vendor": "Sentry",
      "version": "cli 0.47.0",
      "categories": [
        {
          "slug": "mcp-servers",
          "rank": null
        }
      ],
      "verdict": "Sentry's agentic tooling and MCP server for errors and traces.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-26, no LLM involved)",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-26",
        "ran": "Sentry MCP server 0.42.0 (@sentry/mcp-server) started over stdio in a median 1134 ms and listed 9 tools in a median 13 ms; we did not make any authenticated call.",
        "model": "none (no language model was involved)",
        "environment": "Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key",
        "notTested": "Any authenticated call: we used a placeholder token, so no request reached the vendor's API and we did not check that real accounts, permissions or rate limits work; Remote (HTTP) transport and concurrent clients: only local stdio with one client was run; Anything about answer quality: no model was involved in the handshake and tool-list check; A single smoke-test run set (three starts); it is not a benchmark.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Server is free; Sentry plan limits apply. (checked 2026-10-25)"
      },
      "releaseDate": "2026-10-05",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-26",
      "paidPlacement": false,
      "officialUrl": "https://github.com/getsentry/toolkit",
      "url": "https://theagenticweekly.com/tools/sentry-mcp",
      "markdown": "https://theagenticweekly.com/tools/sentry-mcp.md",
      "citation": "Agentic Weekly, \"Sentry MCP cli 0.47.0: what's new, verdict & setup\", last updated 2026-10-26, https://theagenticweekly.com/tools/sentry-mcp"
    },
    {
      "slug": "playwright-mcp",
      "name": "Playwright MCP",
      "vendor": "Microsoft",
      "version": "v0.0.83",
      "categories": [
        {
          "slug": "mcp-servers",
          "rank": null
        }
      ],
      "verdict": "Microsoft's MCP server that lets agents drive a browser with Playwright.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-25, no language model involved)",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-25",
        "ran": "Playwright MCP 0.0.83 exposed 25 tools and navigated a headless Chrome to a local page in 40.5 ms median (cold start 383 ms).",
        "model": "None; no language model was involved",
        "environment": "Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key",
        "notTested": "Remote (HTTP) transport, authentication and concurrent clients: only local stdio with one client was measured; Large payloads: calls used tiny inputs, so these latencies are protocol and process overhead, not throughput; Anything about answer quality: no model was involved in the latency numbers; These are single smoke-test runs; it is not a benchmark. The machine was shared with other jobs; Clicking, typing, screenshots and snapshot-based element selection: only navigation was timed.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Open-source server; the service it connects to may have its own costs. (checked 2026-10-25)"
      },
      "releaseDate": "2026-09-28",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-26",
      "paidPlacement": false,
      "officialUrl": "https://github.com/microsoft/playwright-mcp",
      "url": "https://theagenticweekly.com/tools/playwright-mcp",
      "markdown": "https://theagenticweekly.com/tools/playwright-mcp.md",
      "citation": "Agentic Weekly, \"Playwright MCP v0.0.83: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/playwright-mcp",
      "guides": [
        {
          "slug": "playwright-mcp-server",
          "title": "Playwright MCP server: setup, tools and what we measured",
          "url": "https://theagenticweekly.com/guides/playwright-mcp-server",
          "markdown": "https://theagenticweekly.com/guides/playwright-mcp-server.md",
          "evidence": "tested",
          "updated": "2026-10-26"
        }
      ]
    },
    {
      "slug": "mem0",
      "name": "Mem0",
      "vendor": "Mem0",
      "version": "Python SDK v2.2.1",
      "categories": [
        {
          "slug": "agent-building",
          "rank": null
        }
      ],
      "verdict": "Open-source and hosted memory layer that lets agents remember users across sessions, with a free tier and published request quotas.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-26, local 3B model plus a local embedder)",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-26",
        "ran": "Mem0's open-source SDK 2.2.1 stored a fact from one chat message with a local 3B model and retrieved it with a semantic search (2.04 s) on the second attempt; the first two runs failed on a missing package and an API change.",
        "model": "Qwen2.5-3B-Instruct (Q4_K_M) through Ollama 0.40.11 for memory extraction; nomic-embed-text v1.5 (Q4_K_M, through Ollama) for embeddings",
        "environment": "Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key",
        "notTested": "Mem0's hosted platform, pricing tiers and quotas: only the open-source SDK was run; Graph memory, multi-user isolation, updates and deletes, and the optional extras (spaCy, fastembed); Retrieval quality over more than one fact: a single message and a single query is a smoke test, not a benchmark; Timing: add() ran while another model job loaded the machine.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from mem0.ai/pricing on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-09-25",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-26",
      "paidPlacement": false,
      "officialUrl": "https://mem0.ai/",
      "url": "https://theagenticweekly.com/tools/mem0",
      "markdown": "https://theagenticweekly.com/tools/mem0.md",
      "citation": "Agentic Weekly, \"Mem0 Python SDK v2.2.1: what's new, verdict & setup\", last updated 2026-10-26, https://theagenticweekly.com/tools/mem0"
    },
    {
      "slug": "llamaindex",
      "name": "LlamaIndex",
      "vendor": "LlamaIndex",
      "version": "v0.14.25",
      "categories": [
        {
          "slug": "agent-building",
          "rank": null
        }
      ],
      "verdict": "Open-source data framework for retrieval-augmented generation and document-centred agents, with a hosted document platform alongside.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-25",
        "ran": "LlamaIndex 0.14.25 passed our one-tool task on a local 3B model: 3 of 3 trials; cold uv install 3.4 s.",
        "model": "Qwen2.5-3B-Instruct (Q4_K_M) through Ollama 0.40.11",
        "environment": "Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key",
        "notTested": "Any vendor-hosted model: everything ran on a local 3B model, so tool-call reliability with frontier models is not measured here; Multi-agent flows, memory, long conversations, streaming, tracing and cloud deployment; Anything beyond one tool and one question; three trials is a smoke test, not a benchmark; Indexing, retrieval, embeddings and the data connectors that LlamaIndex is mostly used for.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Open-source library is free; the hosted LlamaCloud product has its own pricing that we did not read. (checked 2026-10-25)"
      },
      "releaseDate": "2026-09-21",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.llamaindex.ai/",
      "url": "https://theagenticweekly.com/tools/llamaindex",
      "markdown": "https://theagenticweekly.com/tools/llamaindex.md",
      "citation": "Agentic Weekly, \"LlamaIndex v0.14.25: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/llamaindex"
    },
    {
      "slug": "notion-mcp",
      "name": "Notion MCP Server",
      "vendor": "Notion",
      "version": "v2.5.2",
      "categories": [
        {
          "slug": "mcp-servers",
          "rank": null
        }
      ],
      "verdict": "Official Notion MCP server for reading and editing workspace content.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-26, no LLM involved)",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-26",
        "ran": "Notion MCP server 2.5.2 (@notionhq/notion-mcp-server) started over stdio in a median 316 ms and listed 24 tools in a median 16 ms; we did not make any authenticated call.",
        "model": "none (no language model was involved)",
        "environment": "Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key",
        "notTested": "Any authenticated call: we used a placeholder token, so no request reached the vendor's API and we did not check that real accounts, permissions or rate limits work; Remote (HTTP) transport and concurrent clients: only local stdio with one client was run; Anything about answer quality: no model was involved in the handshake and tool-list check; A single smoke-test run set (three starts); it is not a benchmark.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Server is free; Notion plan and API limits apply. (checked 2026-10-25)"
      },
      "releaseDate": "2026-09-20",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-26",
      "paidPlacement": false,
      "officialUrl": "https://github.com/makenotion/notion-mcp-server",
      "url": "https://theagenticweekly.com/tools/notion-mcp",
      "markdown": "https://theagenticweekly.com/tools/notion-mcp.md",
      "citation": "Agentic Weekly, \"Notion MCP Server v2.5.2: what's new, verdict & setup\", last updated 2026-10-26, https://theagenticweekly.com/tools/notion-mcp"
    },
    {
      "slug": "instructor",
      "name": "Instructor",
      "vendor": "567 Labs",
      "version": "v1.17.0",
      "categories": [
        {
          "slug": "agent-building",
          "rank": null
        }
      ],
      "verdict": "A small, light way to get typed output from a model; good first step before reaching for a full framework.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-25",
        "ran": "Instructor 1.17.0 returned a validated Pydantic object from a local 3B model in 3 of 3 trials (structured extraction, not a tool call); cold uv install 1.4 s.",
        "model": "Qwen2.5-3B-Instruct (Q4_K_M) through Ollama 0.40.11",
        "environment": "Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key",
        "notTested": "Any vendor-hosted model: everything ran on a local 3B model, so tool-call reliability with frontier models is not measured here; Multi-agent flows, memory, long conversations, streaming, tracing and cloud deployment; Anything beyond one tool and one question; three trials is a smoke test, not a benchmark.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Partly verified",
        "note": "Open source; no pricing page read. (checked 2026-10-25)"
      },
      "releaseDate": "2026-09-09",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://python.useinstructor.com/",
      "url": "https://theagenticweekly.com/tools/instructor",
      "markdown": "https://theagenticweekly.com/tools/instructor.md",
      "citation": "Agentic Weekly, \"Instructor v1.17.0: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/instructor"
    },
    {
      "slug": "suno",
      "name": "Suno",
      "vendor": "Suno",
      "version": "v6",
      "categories": [
        {
          "slug": "music",
          "rank": 1
        }
      ],
      "verdict": "The most complete song-making tool we track; the v6 editing features are the draw. Rights and licensing questions are yours to check.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Not verified",
        "note": "We have not verified pricing for this tool; see the official site."
      },
      "releaseDate": "2026-09-09",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://suno.com/",
      "url": "https://theagenticweekly.com/tools/suno",
      "markdown": "https://theagenticweekly.com/tools/suno.md",
      "citation": "Agentic Weekly, \"Suno v6: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/suno"
    },
    {
      "slug": "piper",
      "name": "Piper",
      "vendor": "Open Home Foundation",
      "version": "v1.8.0",
      "categories": [
        {
          "slug": "voice-ai",
          "rank": null
        }
      ],
      "verdict": "Fast, private speech synthesis on a CPU; mind the GPL-3.0 license if you embed it.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-25, no LLM involved)",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-25",
        "ran": "Piper 1.8.0 synthesised 10 sentences (about 41 s of 22.05 kHz audio) on CPU in 1.4 to 1.5 s each including process start; 3.5 s uv install, 167 MB.",
        "model": "none (no language model was involved)",
        "environment": "Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key",
        "notTested": "Voice quality as judged by a person (we only measured machine round-trip accuracy), other voices and languages, streaming, and GPU use; One voice only; a smoke test.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Partly verified",
        "note": "Open source; no pricing page read. (checked 2026-10-25)"
      },
      "releaseDate": "2026-09-04",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://github.com/OHF-Voice/piper1-gpl",
      "url": "https://theagenticweekly.com/tools/piper",
      "markdown": "https://theagenticweekly.com/tools/piper.md",
      "citation": "Agentic Weekly, \"Piper v1.8.0: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/piper"
    },
    {
      "slug": "flowise",
      "name": "Flowise",
      "vendor": "FlowiseAI",
      "version": "flowise-ui 3.1.4",
      "categories": [
        {
          "slug": "agent-building",
          "rank": null
        }
      ],
      "verdict": "Open-source drag-and-drop builder for LLM flows and agents; GitHub marks the main repository as archived with its last push in Aug 2026.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Partly verified",
        "note": "Repository archived; check the vendor site for any hosted product. (checked 2026-10-25)"
      },
      "releaseDate": "2026-07-29",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://flowiseai.com/",
      "url": "https://theagenticweekly.com/tools/flowise",
      "markdown": "https://theagenticweekly.com/tools/flowise.md",
      "citation": "Agentic Weekly, \"Flowise flowise-ui 3.1.4: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/flowise"
    },
    {
      "slug": "continue",
      "name": "Continue",
      "vendor": "Continue",
      "version": "v2.0.0-vscode",
      "categories": [
        {
          "slug": "ai-coding-agents",
          "rank": null
        }
      ],
      "verdict": "A configurable open-source assistant; the CLI worked with a local model through a YAML config.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-25",
        "ran": "Continue CLI 1.5.47 answered a question and fixed a one-line bug with a local 3B model through a YAML config; a 1.6 s, 81 MB install.",
        "model": "Qwen2.5-3B-Instruct (Q4_K_M) through Ollama 0.40.11",
        "environment": "Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key",
        "notTested": "The IDE extensions, hub-hosted configs and any hosted model; Reliability: the edit task ran once, so this is an existence proof, not a pass rate.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Partly verified",
        "note": "Open source; no pricing page read. (checked 2026-10-25)"
      },
      "releaseDate": "2026-06-19",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://continue.dev",
      "url": "https://theagenticweekly.com/tools/continue",
      "markdown": "https://theagenticweekly.com/tools/continue.md",
      "citation": "Agentic Weekly, \"Continue v2.0.0-vscode: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/continue"
    },
    {
      "slug": "windsurf",
      "name": "Windsurf (now Devin Desktop)",
      "vendor": "Cognition (Devin)",
      "version": null,
      "categories": [
        {
          "slug": "ai-coding-agents",
          "rank": null
        },
        {
          "slug": "vibe-coding",
          "rank": null
        }
      ],
      "verdict": "Windsurf was renamed Devin Desktop on June 2, 2026: a full IDE with an Agent Command Center for managing local and cloud coding agents.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Plan prices read from devin.ai/pricing on 2026-10-25. The rename FAQ says existing Windsurf plans and pricing did not change. Extra usage is billed at API pricing. (checked 2026-10-25)"
      },
      "releaseDate": "2026-06-02",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://devin.ai/desktop",
      "url": "https://theagenticweekly.com/tools/windsurf",
      "markdown": "https://theagenticweekly.com/tools/windsurf.md",
      "citation": "Agentic Weekly, \"Windsurf (now Devin Desktop): what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/windsurf"
    },
    {
      "slug": "smolagents",
      "name": "smolagents",
      "vendor": "Hugging Face",
      "version": "v1.26.0",
      "categories": [
        {
          "slug": "agent-building",
          "rank": null
        }
      ],
      "verdict": "Hugging Face's small Python library for agents that write and run code; the docs say the core logic fits in roughly a thousand lines.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-25",
        "ran": "smolagents 1.26.0 passed our one-tool task on a local 3B model: 6 of 6 trials; cold uv install 1.5 s.",
        "model": "Qwen2.5-3B-Instruct (Q4_K_M) through Ollama 0.40.11",
        "environment": "Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key",
        "notTested": "Any vendor-hosted model: everything ran on a local 3B model, so tool-call reliability with frontier models is not measured here; Multi-agent flows, memory, long conversations, streaming, tracing and cloud deployment; Anything beyond one tool and one question; three trials is a smoke test, not a benchmark; The CodeAgent sandboxes (Docker, E2B, Modal) and the hub tools.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Open-source library; costs come from the model APIs you call. (checked 2026-10-25)"
      },
      "releaseDate": "2026-05-29",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://huggingface.co/docs/smolagents",
      "url": "https://theagenticweekly.com/tools/smolagents",
      "markdown": "https://theagenticweekly.com/tools/smolagents.md",
      "citation": "Agentic Weekly, \"smolagents v1.26.0: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/smolagents"
    },
    {
      "slug": "letta",
      "name": "Letta",
      "vendor": "Letta",
      "version": "v0.16.8",
      "categories": [
        {
          "slug": "agent-building",
          "rank": null
        }
      ],
      "verdict": "Platform and open-source framework for stateful agents that keep and improve memory across sessions.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Read from letta.com/pricing on 2026-10-25. (checked 2026-10-25)"
      },
      "releaseDate": "2026-05-14",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://www.letta.com/",
      "url": "https://theagenticweekly.com/tools/letta",
      "markdown": "https://theagenticweekly.com/tools/letta.md",
      "citation": "Agentic Weekly, \"Letta v0.16.8: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/letta"
    },
    {
      "slug": "aider",
      "name": "Aider",
      "vendor": "Aider-AI (open-source project)",
      "version": null,
      "categories": [
        {
          "slug": "ai-coding-agents",
          "rank": null
        }
      ],
      "verdict": "Open-source AI pair programming in your terminal that maps your codebase and connects to almost any LLM, including local models.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-25",
        "ran": "Aider 0.86.2 implemented a missing function with a local 3B model in 3 of 3 trials (27 to 32 s each); it did not install on Python 3.13 without a C++ compiler, and it left a stray placeholder comment in the file.",
        "model": "Qwen2.5-3B-Instruct (Q4_K_M) through Ollama 0.40.11",
        "environment": "Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key",
        "notTested": "Any hosted model (aider is mostly used with them); Repo-map, git auto-commit, multi-file edits, voice and the browser UI; A single toy task; three trials is a smoke test, not a benchmark.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Partly verified",
        "note": "No pricing page. The tool is free; model usage costs depend on the provider you connect. (checked 2026-10-25)"
      },
      "releaseDate": "2026-02-12",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://aider.chat/",
      "url": "https://theagenticweekly.com/tools/aider",
      "markdown": "https://theagenticweekly.com/tools/aider.md",
      "citation": "Agentic Weekly, \"Aider: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/aider"
    },
    {
      "slug": "ace-step",
      "name": "ACE-Step",
      "vendor": "ACE-Step",
      "version": "v1.5",
      "categories": [
        {
          "slug": "music",
          "rank": 3
        }
      ],
      "verdict": "The pick if you want open weights and local control; expect a manual setup and no recent updates.",
      "evidence": "reported",
      "evidenceLabel": "Reported (not run by us)",
      "evidenceDetail": {
        "label": "reported",
        "note": "Written from official sources fetched on the dates listed on the page; not run by us."
      },
      "pricing": {
        "status": "Not verified",
        "note": "We have not verified pricing for this tool; see the official site."
      },
      "releaseDate": "2026-01-28",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://github.com/ace-step/ACE-Step",
      "url": "https://theagenticweekly.com/tools/ace-step",
      "markdown": "https://theagenticweekly.com/tools/ace-step.md",
      "citation": "Agentic Weekly, \"ACE-Step v1.5: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/ace-step"
    },
    {
      "slug": "faster-whisper",
      "name": "faster-whisper",
      "vendor": "SYSTRAN",
      "version": "v1.2.1",
      "categories": [
        {
          "slug": "voice-ai",
          "rank": null
        }
      ],
      "verdict": "Fast local transcription; on CPU use float32 and check int8 against a reference before trusting it.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-25, no language model involved)",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-25",
        "ran": "faster-whisper 1.2.1 transcribed 41 s of speech at 2.4 percent word error with the base.en model in float32 (deterministic), but the int8 setting gave 2 to 60 percent on identical audio across runs.",
        "model": "None; no language model was involved",
        "environment": "Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key",
        "notTested": "Other audio: one synthetic (Piper) voice, English only, no noise, no accents, no long recordings; GPU, other compute types (float16, int8_float16) and the larger models; Not a benchmark; this is a smoke test on 41 seconds of audio.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Partly verified",
        "note": "Open source; no pricing page read. (checked 2026-10-25)"
      },
      "releaseDate": "2025-10-31",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-26",
      "paidPlacement": false,
      "officialUrl": "https://github.com/SYSTRAN/faster-whisper",
      "url": "https://theagenticweekly.com/tools/faster-whisper",
      "markdown": "https://theagenticweekly.com/tools/faster-whisper.md",
      "citation": "Agentic Weekly, \"faster-whisper v1.2.1: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/faster-whisper"
    },
    {
      "slug": "autogen",
      "name": "AutoGen",
      "vendor": "Microsoft",
      "version": "python-v0.7.5",
      "categories": [
        {
          "slug": "agent-building",
          "rank": null
        }
      ],
      "verdict": "Microsoft's open-source multi-agent framework; its README now says the project is in maintenance mode and points to Microsoft Agent Framework.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-25",
        "ran": "AutoGen 0.7.5 passed our one-tool task on a local 3B model: 3 of 3 trials; cold uv install 1.9 s.",
        "model": "Qwen2.5-3B-Instruct (Q4_K_M) through Ollama 0.40.11",
        "environment": "Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key",
        "notTested": "Any vendor-hosted model: everything ran on a local 3B model, so tool-call reliability with frontier models is not measured here; Multi-agent flows, memory, long conversations, streaming, tracing and cloud deployment; Anything beyond one tool and one question; three trials is a smoke test, not a benchmark.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Official page, dated",
        "note": "Open-source library; costs come from the model APIs you call. (checked 2026-10-25)"
      },
      "releaseDate": "2025-09-30",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-25",
      "paidPlacement": false,
      "officialUrl": "https://github.com/microsoft/autogen",
      "url": "https://theagenticweekly.com/tools/autogen",
      "markdown": "https://theagenticweekly.com/tools/autogen.md",
      "citation": "Agentic Weekly, \"AutoGen python-v0.7.5: what's new, verdict & setup\", last updated 2026-10-25, https://theagenticweekly.com/tools/autogen"
    },
    {
      "slug": "gpt4all",
      "name": "GPT4All",
      "vendor": "Nomic",
      "version": "v3.10.0",
      "categories": [
        {
          "slug": "llm-platforms",
          "rank": null
        }
      ],
      "verdict": "Local chatbot from Nomic that runs open-source models on your device; the latest GitHub release we saw is v3.10.0 from Feb 2025.",
      "evidence": "tested",
      "evidenceLabel": "Tested (smoke test, 2026-10-26, local 3B model (Qwen2.5-3B))",
      "evidenceDetail": {
        "label": "tested",
        "kind": "smoke test",
        "date": "2026-10-26",
        "ran": "GPT4All's Python SDK 2.8.2 loaded a local 3B GGUF in 4.01 s and answered 17 + 25 with 42 in 3 of 3 trials, but kept writing past the answer.",
        "model": "Qwen2.5-3B-Instruct (Q4_K_M) loaded directly from a GGUF file by the GPT4All Python SDK",
        "environment": "Linux x86_64 virtual machine (Debian 13), 8 vCPU, 15 GiB RAM, no GPU; no vendor account, login or API key",
        "notTested": "The GPT4All desktop app and its LocalDocs feature: only the Python SDK was run; GPT4All's own downloadable model catalogue and its download speed; we used a file already on disk; Speed: the machine was heavily shared during the run, so the timings are not a measure of the SDK; A single prompt and three trials is a smoke test, not a benchmark.",
        "isBenchmark": false
      },
      "pricing": {
        "status": "Partly verified",
        "note": "No pricing page read. (checked 2026-10-25)"
      },
      "releaseDate": "2025-02-25",
      "releaseDatePublishedByVendor": true,
      "updated": "2026-10-26",
      "paidPlacement": false,
      "officialUrl": "https://gpt4all.io/",
      "url": "https://theagenticweekly.com/tools/gpt4all",
      "markdown": "https://theagenticweekly.com/tools/gpt4all.md",
      "citation": "Agentic Weekly, \"GPT4All v3.10.0: what's new, verdict & setup\", last updated 2026-10-26, https://theagenticweekly.com/tools/gpt4all"
    }
  ],
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      "title": "Writing prompt w06: two sentences persuading a manager, answered by fifteen AI models",
      "kind": "test",
      "url": "https://theagenticweekly.com/tests/writing-prompt-w06",
      "markdown": "https://theagenticweekly.com/tests/writing-prompt-w06.md",
      "updated": "2026-10-26"
    },
    {
      "title": "Writing prompt w07: two sentences on a rainy commute, answered by fifteen AI models",
      "kind": "test",
      "url": "https://theagenticweekly.com/tests/writing-prompt-w07",
      "markdown": "https://theagenticweekly.com/tests/writing-prompt-w07.md",
      "updated": "2026-10-26"
    },
    {
      "title": "Writing prompt w08: water bottle product blurb, answered by fifteen AI models",
      "kind": "test",
      "url": "https://theagenticweekly.com/tests/writing-prompt-w08",
      "markdown": "https://theagenticweekly.com/tests/writing-prompt-w08.md",
      "updated": "2026-10-26"
    },
    {
      "title": "Writing prompt w09: self-watering pot product blurb, answered by fifteen AI models",
      "kind": "test",
      "url": "https://theagenticweekly.com/tests/writing-prompt-w09",
      "markdown": "https://theagenticweekly.com/tests/writing-prompt-w09.md",
      "updated": "2026-10-26"
    },
    {
      "title": "Writing prompt w10: reply to a late-order complaint, answered by fifteen AI models",
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      "url": "https://theagenticweekly.com/tests/writing-prompt-w10",
      "markdown": "https://theagenticweekly.com/tests/writing-prompt-w10.md",
      "updated": "2026-10-26"
    },
    {
      "title": "Writing prompt w11: reply to a meeting-change email, answered by fifteen AI models",
      "kind": "test",
      "url": "https://theagenticweekly.com/tests/writing-prompt-w11",
      "markdown": "https://theagenticweekly.com/tests/writing-prompt-w11.md",
      "updated": "2026-10-26"
    },
    {
      "title": "Writing prompt w12: two-sentence summary of a library notice, answered by fifteen AI models",
      "kind": "test",
      "url": "https://theagenticweekly.com/tests/writing-prompt-w12",
      "markdown": "https://theagenticweekly.com/tests/writing-prompt-w12.md",
      "updated": "2026-10-26"
    },
    {
      "title": "Writing prompt w13: password manager for beginners, answered by fifteen AI models",
      "kind": "test",
      "url": "https://theagenticweekly.com/tests/writing-prompt-w13",
      "markdown": "https://theagenticweekly.com/tests/writing-prompt-w13.md",
      "updated": "2026-10-26"
    },
    {
      "title": "Writing prompt w14: compound interest for a 12-year-old, answered by fifteen AI models",
      "kind": "test",
      "url": "https://theagenticweekly.com/tests/writing-prompt-w14",
      "markdown": "https://theagenticweekly.com/tests/writing-prompt-w14.md",
      "updated": "2026-10-26"
    },
    {
      "title": "New AI and agent tool releases this week",
      "kind": "site",
      "url": "https://theagenticweekly.com/this-week",
      "markdown": "https://theagenticweekly.com/this-week.md",
      "updated": "2026-10-27"
    },
    {
      "title": "What is agentic AI? Definition, how it works and examples (2026)",
      "kind": "what-is",
      "url": "https://theagenticweekly.com/what-is/agentic-ai",
      "markdown": "https://theagenticweekly.com/what-is/agentic-ai.md",
      "updated": "2026-10-25"
    },
    {
      "title": "What is an AI coding agent? How it differs from autocomplete (2026)",
      "kind": "what-is",
      "url": "https://theagenticweekly.com/what-is/ai-coding-agent",
      "markdown": "https://theagenticweekly.com/what-is/ai-coding-agent.md",
      "updated": "2026-10-25"
    },
    {
      "title": "What is Aider? Facts, license and pricing (Oct 2026)",
      "kind": "what-is",
      "url": "https://theagenticweekly.com/what-is/aider",
      "markdown": "https://theagenticweekly.com/what-is/aider.md",
      "updated": "2026-10-25"
    },
    {
      "title": "What is Browser Use? Facts, license and pricing (Oct 2026)",
      "kind": "what-is",
      "url": "https://theagenticweekly.com/what-is/browser-use",
      "markdown": "https://theagenticweekly.com/what-is/browser-use.md",
      "updated": "2026-10-25"
    },
    {
      "title": "Cartesia pricing (Oct 2026): plans and free tier",
      "kind": "what-is",
      "url": "https://theagenticweekly.com/what-is/cartesia-pricing",
      "markdown": "https://theagenticweekly.com/what-is/cartesia-pricing.md",
      "updated": "2026-10-25"
    },
    {
      "title": "Deepgram pricing (Oct 2026): plans and free tier",
      "kind": "what-is",
      "url": "https://theagenticweekly.com/what-is/deepgram-pricing",
      "markdown": "https://theagenticweekly.com/what-is/deepgram-pricing.md",
      "updated": "2026-10-25"
    },
    {
      "title": "Devin pricing (Oct 2026): plans and free tier",
      "kind": "what-is",
      "url": "https://theagenticweekly.com/what-is/devin-pricing",
      "markdown": "https://theagenticweekly.com/what-is/devin-pricing.md",
      "updated": "2026-10-25"
    },
    {
      "title": "What is Dify? Facts, license and pricing (Oct 2026)",
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      "url": "https://theagenticweekly.com/what-is/dify",
      "markdown": "https://theagenticweekly.com/what-is/dify.md",
      "updated": "2026-10-25"
    },
    {
      "title": "ElevenLabs pricing (Oct 2026): plans and free tier",
      "kind": "what-is",
      "url": "https://theagenticweekly.com/what-is/elevenlabs-pricing",
      "markdown": "https://theagenticweekly.com/what-is/elevenlabs-pricing.md",
      "updated": "2026-10-25"
    },
    {
      "title": "What is Firecrawl? Facts, license and pricing (Oct 2026)",
      "kind": "what-is",
      "url": "https://theagenticweekly.com/what-is/firecrawl",
      "markdown": "https://theagenticweekly.com/what-is/firecrawl.md",
      "updated": "2026-10-25"
    },
    {
      "title": "GitHub Copilot pricing (Oct 2026): plans and free tier",
      "kind": "what-is",
      "url": "https://theagenticweekly.com/what-is/github-copilot-pricing",
      "markdown": "https://theagenticweekly.com/what-is/github-copilot-pricing.md",
      "updated": "2026-10-25"
    },
    {
      "title": "Grammarly pricing (Oct 2026): plans and free tier",
      "kind": "what-is",
      "url": "https://theagenticweekly.com/what-is/grammarly-pricing",
      "markdown": "https://theagenticweekly.com/what-is/grammarly-pricing.md",
      "updated": "2026-10-25"
    },
    {
      "title": "HeyGen pricing (Oct 2026): plans and free tier",
      "kind": "what-is",
      "url": "https://theagenticweekly.com/what-is/heygen-pricing",
      "markdown": "https://theagenticweekly.com/what-is/heygen-pricing.md",
      "updated": "2026-10-25"
    },
    {
      "title": "What is Hugging Face? Facts, license and pricing (Oct 2026)",
      "kind": "what-is",
      "url": "https://theagenticweekly.com/what-is/hugging-face",
      "markdown": "https://theagenticweekly.com/what-is/hugging-face.md",
      "updated": "2026-10-25"
    },
    {
      "title": "What is Ideogram? Facts, license and pricing (Oct 2026)",
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      "url": "https://theagenticweekly.com/what-is/ideogram",
      "markdown": "https://theagenticweekly.com/what-is/ideogram.md",
      "updated": "2026-10-25"
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    {
      "title": "Ideogram pricing (Oct 2026): plans and free tier",
      "kind": "what-is",
      "url": "https://theagenticweekly.com/what-is/ideogram-pricing",
      "markdown": "https://theagenticweekly.com/what-is/ideogram-pricing.md",
      "updated": "2026-10-25"
    },
    {
      "title": "Kiro pricing (Oct 2026): plans and free tier",
      "kind": "what-is",
      "url": "https://theagenticweekly.com/what-is/kiro-pricing",
      "markdown": "https://theagenticweekly.com/what-is/kiro-pricing.md",
      "updated": "2026-10-25"
    },
    {
      "title": "What is LangChain? Facts, license and pricing (Oct 2026)",
      "kind": "what-is",
      "url": "https://theagenticweekly.com/what-is/langchain",
      "markdown": "https://theagenticweekly.com/what-is/langchain.md",
      "updated": "2026-10-25"
    },
    {
      "title": "Mistral Le Chat pricing (Oct 2026): plans and free tier",
      "kind": "what-is",
      "url": "https://theagenticweekly.com/what-is/le-chat-pricing",
      "markdown": "https://theagenticweekly.com/what-is/le-chat-pricing.md",
      "updated": "2026-10-25"
    },
    {
      "title": "Leonardo.Ai pricing (Oct 2026): plans and free tier",
      "kind": "what-is",
      "url": "https://theagenticweekly.com/what-is/leonardo-ai-pricing",
      "markdown": "https://theagenticweekly.com/what-is/leonardo-ai-pricing.md",
      "updated": "2026-10-25"
    },
    {
      "title": "What is llama.cpp? Facts, license and pricing (Oct 2026)",
      "kind": "what-is",
      "url": "https://theagenticweekly.com/what-is/llama-cpp",
      "markdown": "https://theagenticweekly.com/what-is/llama-cpp.md",
      "updated": "2026-10-25"
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    {
      "title": "What is LM Studio? Facts, license and pricing (Oct 2026)",
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      "url": "https://theagenticweekly.com/what-is/lm-studio",
      "markdown": "https://theagenticweekly.com/what-is/lm-studio.md",
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    {
      "title": "What is Make? Facts, license and pricing (Oct 2026)",
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      "url": "https://theagenticweekly.com/what-is/make",
      "markdown": "https://theagenticweekly.com/what-is/make.md",
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    {
      "title": "What is an MCP server? A plain-English guide (2026)",
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      "markdown": "https://theagenticweekly.com/what-is/mcp-server.md",
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    {
      "title": "Mem0 pricing (Oct 2026): plans and free tier",
      "kind": "what-is",
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      "markdown": "https://theagenticweekly.com/what-is/mem0-pricing.md",
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    {
      "title": "Murf AI pricing (Oct 2026): plans and free tier",
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      "url": "https://theagenticweekly.com/what-is/murf-ai-pricing",
      "markdown": "https://theagenticweekly.com/what-is/murf-ai-pricing.md",
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    {
      "title": "What is n8n? Facts, license and pricing (Oct 2026)",
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      "url": "https://theagenticweekly.com/what-is/n8n",
      "markdown": "https://theagenticweekly.com/what-is/n8n.md",
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    {
      "title": "Notion AI pricing (Oct 2026): plans and free tier",
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      "markdown": "https://theagenticweekly.com/what-is/notion-ai-pricing.md",
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    {
      "title": "What is Ollama? Facts, license and pricing (Oct 2026)",
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      "url": "https://theagenticweekly.com/what-is/ollama",
      "markdown": "https://theagenticweekly.com/what-is/ollama.md",
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      "title": "Ollama pricing (Oct 2026): plans and free tier",
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      "markdown": "https://theagenticweekly.com/what-is/ollama-pricing.md",
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    {
      "title": "What is Open WebUI? Facts, license and pricing (Oct 2026)",
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      "url": "https://theagenticweekly.com/what-is/open-webui",
      "markdown": "https://theagenticweekly.com/what-is/open-webui.md",
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    {
      "title": "What is OpenHands? Facts, license and pricing (Oct 2026)",
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      "url": "https://theagenticweekly.com/what-is/openhands",
      "markdown": "https://theagenticweekly.com/what-is/openhands.md",
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    {
      "title": "What is Perplexity? Facts, license and pricing (Oct 2026)",
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      "url": "https://theagenticweekly.com/what-is/perplexity",
      "markdown": "https://theagenticweekly.com/what-is/perplexity.md",
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    {
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      "markdown": "https://theagenticweekly.com/what-is/v0-pricing.md",
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    {
      "title": "What is Vapi? Facts, license and pricing (Oct 2026)",
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      "url": "https://theagenticweekly.com/what-is/vapi",
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      "title": "What is vibe coding? Meaning, how it works and the risks (2026)",
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      "markdown": "https://theagenticweekly.com/what-is/vibe-coding.md",
      "updated": "2026-10-25"
    },
    {
      "title": "Warp pricing (Oct 2026): plans and free tier",
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      "url": "https://theagenticweekly.com/what-is/warp-pricing",
      "markdown": "https://theagenticweekly.com/what-is/warp-pricing.md",
      "updated": "2026-10-25"
    },
    {
      "title": "Zapier pricing (Oct 2026): plans and free tier",
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      "url": "https://theagenticweekly.com/what-is/zapier-pricing",
      "markdown": "https://theagenticweekly.com/what-is/zapier-pricing.md",
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    },
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      "slug": "voice-ai",
      "title": "Best AI voice and speech tools",
      "url": "https://theagenticweekly.com/best/voice-ai",
      "markdown": "https://theagenticweekly.com/best/voice-ai.md",
      "ranking": [
        "assemblyai",
        "cartesia",
        "deepgram",
        "murf-ai",
        "resemble-ai",
        "retell",
        "speechify",
        "vapi",
        "piper",
        "faster-whisper"
      ]
    }
  ]
}