{ "dataset": "Agentic Weekly verdicts", "license": { "name": "CC BY 4.0", "url": "https://creativecommons.org/licenses/by/4.0/" }, "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0", "attributionUrl": "https://theagenticweekly.com", "page": "https://theagenticweekly.com/data", "updated": "2026-10-26", "count": 139, "evidenceLabels": { "reported": "Written from official sources, not run by us.", "tested": "A small smoke test whose scope is stated on the tool page; not a benchmark." }, "rows": [ { "slug": "langflow", "name": "Langflow", "verdict": "MIT-licensed visual builder for AI agents and MCP servers with a very large GitHub following.", "good_for": "Visual prototyping of RAG and agents | Exposing flows as MCP servers", "skip_if": "You want code-first control only", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-26, no LLM involved)", "last_verified": "2026-10-26", "url": "https://theagenticweekly.com/tools/langflow", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "amazon-q-developer", "name": "Amazon Q Developer", "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.", "good_for": "AWS-centric teams already using Q Developer | Teams that need IP indemnity (Pro)", "skip_if": "You are starting a new project: AWS says IDE plugin support ends April 30, 2027 and points to Kiro | You want an open-source tool", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/amazon-q-developer", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "assemblyai", "name": "AssemblyAI", "verdict": "Speech AI APIs for transcription and understanding; start free, pay as you go.", "good_for": "Developers adding transcription and speech understanding", "skip_if": "Non-technical meeting note taking", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/assemblyai", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "augment-code", "name": "Augment Code", "verdict": "Coding agent and 'Cosmos' platform with a Context Engine, CLI and cloud agents; plans are flat team prices with usage included.", "good_for": "Small teams that want flat pricing across seats | Teams working on large codebases (Context Engine focus)", "skip_if": "You want a free tier | You want an open-source agent", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/augment-code", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "base44", "name": "Base44", "verdict": "No-code AI platform that builds apps and websites from your words, with backend, authentication, payments and hosting built in.", "good_for": "Non-developers who want a working app with backend included | People who want to publish on a custom domain from a paid plan", "skip_if": "You expect to iterate heavily on the free plan (25 message credits a month) | You want to export and self-host everything", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/base44", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "beautiful-ai", "name": "Beautiful.ai", "verdict": "AI presentation platform with 300+ Smart Slide layouts; 14-day free trial.", "good_for": "Teams that need on-brand decks", "skip_if": "You want a free forever plan", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/beautiful-ai", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "bolt-new", "name": "Bolt", "verdict": "Browser-based AI builder that turns a chat prompt into a hosted website or app, with a free plan and token-based tiers.", "good_for": "First-time builders who want hosting included | Prototypers who want something live from a prompt", "skip_if": "You need unlimited usage on the free plan (daily token cap) | You want to self-host or own the toolchain", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/bolt-new", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "botpress", "name": "Botpress", "verdict": "Customer-support AI agent platform with a free plan and conversation-based paid plans.", "good_for": "Support teams wanting AI agents with per-conversation costs", "skip_if": "You need a general-purpose agent builder", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/botpress", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "canva-ai", "name": "Canva AI", "verdict": "Canva's AI image generator inside its design editor; free to try with plans for Pro, Business and Enterprise.", "good_for": "Non-designers making social and marketing graphics", "skip_if": "You need advanced model control", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/canva-ai", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "cartesia", "name": "Cartesia", "verdict": "Realtime voice AI: text-to-speech, speech-to-text in 44 languages and voice agents, with a free plan and credit tiers.", "good_for": "Developers building low-latency voice agents", "skip_if": "You want a consumer voice-over app", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/cartesia", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "cohere", "name": "Cohere", "verdict": "Enterprise AI company: Command models, Rerank and the North platform.", "good_for": "Enterprises needing private deployment and RAG components", "skip_if": "Hobbyists wanting a free chat app", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/cohere", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "copy-ai", "name": "Copy.ai", "verdict": "Go-to-market AI platform now priced by workflow credits.", "good_for": "Sales and marketing ops using AI workflows", "skip_if": "Individuals wanting a simple writer", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/copy-ai", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "deepgram", "name": "Deepgram", "verdict": "Voice AI APIs for speech-to-text, text-to-speech and agents with $200 in free credit.", "good_for": "Developers adding transcription or voice agents", "skip_if": "You want a consumer notetaker", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/deepgram", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "deepseek", "name": "DeepSeek", "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.", "good_for": "Developers who want an OpenAI-compatible endpoint | People wiring a cheaper backend into agent tools", "skip_if": "You need published prices in this page (not captured) | You need a first-party consumer app review (not covered here)", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/deepseek", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "descript", "name": "Descript", "verdict": "AI video and audio editor where you edit by editing text; Free plan, paid plans measured in media hours and AI credits.", "good_for": "Podcasters and video editors who prefer text editing", "skip_if": "You need a full non-linear editor", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/descript", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "devin", "name": "Devin", "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.", "good_for": "Teams that want to delegate whole tickets to a cloud agent and review PRs | Engineers who want tasks to keep running after they close their laptop", "skip_if": "You want a low-cost, bring-your-own-model workflow (Aider and OpenHands are open source) | You need a tool whose results you can verify yourself before paying: we have not run it", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/devin", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "elicit", "name": "Elicit", "verdict": "AI research assistant that searches academic papers, extracts data and drafts reports; free Basic tier with paid per-user plans.", "good_for": "Researchers doing literature reviews | Teams that need data extraction from papers", "skip_if": "You need general web search rather than academic sources", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/elicit", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "fathom", "name": "Fathom", "verdict": "AI notetaker for Zoom, Google Meet and Microsoft Teams that is free for individuals.", "good_for": "Individuals wanting a free notetaker", "skip_if": "You need non-listed platforms", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/fathom", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "figma-mcp", "name": "Figma MCP server", "verdict": "Figma's own MCP server that gives coding agents access to design files.", "good_for": "Developers generating code from Figma designs", "skip_if": "You do not use Figma", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/figma-mcp", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "firebase-studio", "name": "Firebase Studio", "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.", "good_for": "Existing users planning a migration", "skip_if": "You want to start a new project: new workspaces cannot be created", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/firebase-studio", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "firecrawl", "name": "Firecrawl", "verdict": "Web data API: search, scrape and crawl for AI agents.", "good_for": "Agents that need clean web content", "skip_if": "You need a license that avoids AGPL obligations for self-hosting", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/firecrawl", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "fireflies", "name": "Fireflies.ai", "verdict": "AI meeting assistant with a free plan; paid plans $10 to $39 per seat per month billed annually.", "good_for": "Teams that want searchable meeting history across CRM and chat", "skip_if": "You want a no-bot capture (see Granola)", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/fireflies", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "black-forest-labs", "name": "FLUX (Black Forest Labs)", "verdict": "Black Forest Labs' FLUX image models, available through an API with per-image pricing; the flux GitHub repository is Apache-2.0.", "good_for": "Developers adding image generation by API", "skip_if": "You want a consumer app", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/black-forest-labs", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "freepik", "name": "Freepik AI", "verdict": "Stock library with AI suite and credit plans; credits valid for 1 year.", "good_for": "Creators who want credits that persist for a year", "skip_if": "You need a free plan", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/freepik", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "goodcall", "name": "Goodcall", "verdict": "A sensible first AI receptionist for a one-person shop; the per-customer pricing is simple, but test call quality yourself.", "good_for": "Solo operators who miss calls while on the job | Shops that book work by phone | Owners who want predictable bills", "skip_if": "You need a human receptionist (a live answering service does that) | You expect very high call volume; Enterprise is quote-based", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/goodcall", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "grammarly", "name": "Grammarly", "verdict": "AI writing assistant that works across apps; Free $0, Pro $12 per month, Enterprise custom.", "good_for": "Anyone polishing emails and documents", "skip_if": "You want long-form AI drafting only", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/grammarly", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "granola", "name": "Granola", "verdict": "AI notepad for back-to-back meetings that captures device audio without a meeting bot.", "good_for": "People who dislike bots joining calls", "skip_if": "You need a shared team transcript bot", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/granola", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "grok", "name": "Grok", "verdict": "Grok is SpaceXAI's chat assistant, free to try on web and in apps, with a SuperGrok upgrade.", "good_for": "People who want live X and web context", "skip_if": "You need published plan prices", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/grok", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "gumloop", "name": "Gumloop", "verdict": "Agent builder for teams; plans start at $37 per month with 20k included credits.", "good_for": "Teams letting non-engineers build agents with IT controls", "skip_if": "You want open source", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/gumloop", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "heygen", "name": "HeyGen", "verdict": "AI avatar video with a Free plan and paid tiers at $29, $49 and $149 a month.", "good_for": "Marketers and trainers making avatar videos", "skip_if": "You need cinematic text-to-video", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/heygen", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "hugging-face", "name": "Hugging Face", "verdict": "The hub where the ML community shares models, datasets and apps, with PRO, Team and Enterprise tiers.", "good_for": "Anyone sourcing open models and datasets", "skip_if": "You want a single polished chat app", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-26, SmolLM2-135M from the Hub)", "last_verified": "2026-10-26", "url": "https://theagenticweekly.com/tools/hugging-face", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "ideogram", "name": "Ideogram", "verdict": "AI image generator with Plus, Pro and Team plans, pay-as-you-go credits at 1 cent each, and an API.", "good_for": "People who want a hosted image generator with a clear credit plan | Developers who want credit-based API access", "skip_if": "You need a free trial of a paid plan (the page says none is offered) | You need local, open-weight models", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/ideogram", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "invideo", "name": "invideo", "verdict": "AI video editor with agents; plans at $10, $30 and $75 per seat a month billed annually.", "good_for": "Video teams buying seats with credit pools", "skip_if": "You want a permanent free tier", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/invideo", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "jasper", "name": "Jasper", "verdict": "AI platform for marketing teams with brand governance and AI visibility tracking; 7-day free trial.", "good_for": "Marketing teams needing brand control", "skip_if": "Solo writers on a budget", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/jasper", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "jobber", "name": "Jobber Receptionist", "verdict": "Best if you already use or plan to use Jobber for scheduling and invoicing; the receptionist works with your Jobber data.", "good_for": "Home service businesses (plumbing, HVAC, landscaping and similar) on Jobber | Owners who want calls turned into work requests and booked visits | Businesses that want escalation rules for urgent calls", "skip_if": "You do not use Jobber and want a standalone receptionist | You expect Receptionist to be free; it is a $29/month add-on on select plans (included on Plus)", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/jobber", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "kiro", "name": "Kiro", "verdict": "AWS's agentic coding tool that turns prompts into requirements, designs and tasks (spec mode), with an IDE and a CLI.", "good_for": "Developers who want structured specs before code is written | AWS users moving off Amazon Q Developer IDE plugins", "skip_if": "You want an open-source tool (Kiro is proprietary) | You want to avoid credit accounting", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/kiro", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "krea", "name": "Krea", "verdict": "Creative AI suite for images, videos and upscaling; Free plan with 5,000 units a month.", "good_for": "Creators who want image, video and upscaling in one place", "skip_if": "You want open-weight local generation", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/krea", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "leonardo-ai", "name": "Leonardo.Ai", "verdict": "Image and video creation platform with a free tier, four individual plans, team seats and API pay-as-you-go.", "good_for": "Creators who want many models in one subscription | Teams that want shared token pools and private generations", "skip_if": "You need unlimited generations on every model (relaxed mode covers selected models only) | You want free-tier images to stay private (Free creations are public)", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/leonardo-ai", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "lindy", "name": "Lindy", "verdict": "AI 'employee' builder that connects to your tools; Free plan with $50 in credits that last 7 days, then credit-based plans.", "good_for": "Non-technical teams automating assistant-style work", "skip_if": "You want open-source or a fixed price", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/lindy", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "litellm", "name": "LiteLLM", "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.", "good_for": "Teams that call several model providers | Anyone pointing tools at a local OpenAI-compatible server", "skip_if": "You only ever use one provider and its own SDK", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/litellm", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "llama-cpp", "name": "llama.cpp", "verdict": "LLM inference in C/C++: the open-source engine many local-model tools build on; MIT-licensed with near-daily build tags.", "good_for": "Developers embedding local inference | People who want maximum control over local models", "skip_if": "You want a polished app with a GUI", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/llama-cpp", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "lm-studio", "name": "LM Studio", "verdict": "Desktop app for running open models locally; the homepage now leads with Bionic, an agent for work and code.", "good_for": "People who want a desktop app for local models", "skip_if": "You need an open-source app (see Jan or Ollama)", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/lm-studio", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "make", "name": "Make", "verdict": "Visual automation platform: build scenarios by prompt or drag and drop, credits-based billing, a free plan with no time limit.", "good_for": "People who want a visual builder with a free plan | Teams that want an MCP server to run automations from an AI chat", "skip_if": "You need published per-plan prices before deciding (not captured here) | You want to self-host", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/make", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "mcp-servers", "name": "MCP reference servers", "verdict": "The MCP project's collection of reference servers.", "good_for": "Learning MCP server patterns | Starting points for custom servers", "skip_if": "You need a polished vendor-supported integration", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-25, no LLM involved)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/mcp-servers", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "microsoft-copilot", "name": "Microsoft Copilot", "verdict": "Microsoft's AI assistant for chat, creating and getting work done, with consumer and enterprise tiers.", "good_for": "Microsoft 365 users", "skip_if": "You avoid Microsoft accounts", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/microsoft-copilot", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "copilot-studio", "name": "Microsoft Copilot Studio", "verdict": "Microsoft's platform for creating and managing custom agents, workflows and apps with no code.", "good_for": "Microsoft 365 organizations building internal agents", "skip_if": "You want open source", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/copilot-studio", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "le-chat", "name": "Mistral Le Chat", "verdict": "Mistral's AI assistant: Free, Pro at $14.99 a month, Team at $24.99 per user.", "good_for": "People who want a European assistant with a cheap Pro tier", "skip_if": "You need the largest ecosystem of plugins", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/le-chat", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "murf-ai", "name": "Murf AI", "verdict": "Text-to-speech platform with a $10 free API trial, pay-as-you-go credits and per-character API pricing.", "good_for": "Developers who want low per-character TTS pricing | Teams building voice agents that need fast first audio", "skip_if": "You need a published monthly studio subscription price (not shown on the page we read) | You need on-device open-source TTS", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/murf-ai", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "notion-ai", "name": "Notion AI", "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.", "good_for": "Teams that already live in Notion", "skip_if": "You want a standalone assistant", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/notion-ai", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "ollama", "name": "Ollama", "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.", "good_for": "Developers who want local models behind a simple API | People who want to try open models privately", "skip_if": "You need frontier proprietary models only | You have no GPU and want fast large-model output", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/ollama", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "open-webui", "name": "Open WebUI", "verdict": "Self-hosted AI platform: a web interface that connects to Ollama and OpenAI-compatible models, under its own Open WebUI License.", "good_for": "Teams that want a self-hosted chat UI | Ollama users who want a browser interface", "skip_if": "You need a standard OSI license for your own distribution", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/open-webui", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "openrouter", "name": "OpenRouter", "verdict": "Unified API to many models with fallbacks; a Free tier with 25+ free models and 4 free providers.", "good_for": "Developers who want to switch models behind one API", "skip_if": "You want a local runtime", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/openrouter", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "opus-clip", "name": "OpusClip", "verdict": "Turns long videos into shorts and posts to social platforms; Free forever plan.", "good_for": "Creators repurposing long videos", "skip_if": "You want to edit from scratch", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/opus-clip", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "otter", "name": "Otter.ai", "verdict": "AI meeting agent with real-time transcription, summaries and action items; free plan, paid per-user plans.", "good_for": "People who want live transcription", "skip_if": "You need predictable pricing without regional offers", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/otter", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "perplexity", "name": "Perplexity", "verdict": "AI search with citations in every answer; Pro is $20 a month ($17 billed annually) and Max is $200 ($167 billed annually).", "good_for": "People who want cited web answers | Researchers using deep research", "skip_if": "You want an offline or local tool", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/perplexity", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "pika", "name": "Pika", "verdict": "AI creative platform with a free plan and monthly tiers at $10, $35 and $95.", "good_for": "Creators wanting several video models in one place", "skip_if": "You need open-weight local generation", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/pika", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "pipedream", "name": "Pipedream", "verdict": "Integration layer for AI agents with managed auth and 10,000+ tools across 3,000+ APIs; free to build, pay in production.", "good_for": "Developers wiring agents to many APIs with managed auth", "skip_if": "Non-technical teams wanting only drag and drop", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/pipedream", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "power-automate", "name": "Power Automate", "verdict": "Microsoft's automation platform with a 30-day free trial and per-user and per-bot plans.", "good_for": "Microsoft 365 shops needing RPA and cloud flows", "skip_if": "Small teams wanting a free plan", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/power-automate", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "pydantic-ai", "name": "Pydantic AI", "verdict": "Python agent framework built on Pydantic types, covering agents, realtime voice, image generation and embeddings.", "good_for": "Python teams that value type safety and validation", "skip_if": "You need a TypeScript framework", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/pydantic-ai", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "qodo", "name": "Qodo", "verdict": "AI code review platform with 15+ agentic workflows for IDEs, pull requests and security, priced by team credits.", "good_for": "Teams that want review automation on every pull request", "skip_if": "You want a general-purpose coding agent | You want a pure open-source tool", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/qodo", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "read-ai", "name": "Read AI", "verdict": "AI notetaker that works across Teams, Meet and Zoom; Free plan covers 5 meetings per month.", "good_for": "Teams that want search plus summaries", "skip_if": "You do not want a bot", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/read-ai", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "recraft", "name": "Recraft", "verdict": "Text-to-image model and design platform for photorealism and vector output; V4.1 Flash is listed as the latest model.", "good_for": "Designers needing vector output", "skip_if": "You want a free local model", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/recraft", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "relevance-ai", "name": "Relevance AI", "verdict": "Platform for specialist AI agents for sales, customer success, marketing and HR, with an embedded deployment team.", "good_for": "Go-to-market teams wanting managed agent rollout", "skip_if": "Hobbyists", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/relevance-ai", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "replicate", "name": "Replicate", "verdict": "Cloud API for running and fine-tuning open models, with per-use pricing.", "good_for": "Developers adding image or model APIs quickly", "skip_if": "You need a flat monthly price", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/replicate", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "resemble-ai", "name": "Resemble AI", "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.", "good_for": "Enterprises verifying media authenticity", "skip_if": "You want a consumer text-to-speech app", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/resemble-ai", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "retell", "name": "Retell AI", "verdict": "Voice AI agents for phone calls with pay-per-minute pricing and 20 free concurrent calls.", "good_for": "Teams automating inbound and outbound phone calls", "skip_if": "You need text chat only", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/retell", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "speechify", "name": "Speechify", "verdict": "Text-to-speech app that reads PDFs, books and web pages aloud, with a Free plan and a $29 monthly premium price.", "good_for": "People who want documents read aloud", "skip_if": "Developers needing an API only", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/speechify", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "synthesia", "name": "Synthesia", "verdict": "Business video platform with AI avatars in 140+ languages and a free credit allowance.", "good_for": "Corporate training and communications teams", "skip_if": "You need cinematic generative video", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/synthesia", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "together-ai", "name": "Together AI", "verdict": "AI cloud for open models: serverless inference, fine-tuning and GPU clusters, priced per token.", "good_for": "Teams serving open models at scale", "skip_if": "You want a desktop app", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/together-ai", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "vapi", "name": "Vapi", "verdict": "Developer platform for voice agents; $5 free credits, then pay for the minutes you run.", "good_for": "Developers who want to assemble their own voice stack", "skip_if": "You want a flat per-seat price", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/vapi", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "voiceflow", "name": "Voiceflow", "verdict": "Platform for chat and voice AI agents for customer experience teams.", "good_for": "CX teams building chat and voice agents", "skip_if": "Hobby projects", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/voiceflow", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "warp", "name": "Warp", "verdict": "Warp's terminal and agent platform; it now pitches 'open infrastructure for cloud software factories' defined as code, with any model.", "good_for": "Developers who want an agent-aware terminal | Teams that want to define agent workflows as code", "skip_if": "You want an open-source terminal | You only want a classic terminal with no agents", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/warp", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "writesonic", "name": "Writesonic", "verdict": "Platform for tracking and improving visibility in AI search with article generation.", "good_for": "Marketers tracking AI search visibility", "skip_if": "You only need a basic writer", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/writesonic", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "you-com", "name": "You.com", "verdict": "You.com now presents itself as search and inference infrastructure for AI: web search, answer and research APIs plus an inference router.", "good_for": "Developers adding web search or research to an agent", "skip_if": "You want a consumer chat assistant (the site now leads with APIs)", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/you-com", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "zapier", "name": "Zapier", "verdict": "No-code automation with 9,000+ apps and AI agents; free plan of 100 tasks a month.", "good_for": "Teams that need the widest app coverage", "skip_if": "Cost-sensitive high-volume automation", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/zapier", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "zed", "name": "Zed", "verdict": "High-performance, multiplayer code editor from the creators of Atom and Tree-sitter, open source with AI optional.", "good_for": "Developers who want a fast editor and optional AI | Teams that want org-wide AI controls (Business)", "skip_if": "You want AI built into every action by default | You need SSO, SAML or SCIM: the page says these are planned but not available", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/zed", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "langgraph", "name": "LangGraph", "verdict": "A dependable foundation for stateful agents; this release is a routine fix, so only update if the RemoteGraph or recursion fixes affect you.", "good_for": "Developers who want explicit control over agent state and flow | Teams running long-lived, resumable agents | People already in the LangChain ecosystem", "skip_if": "You want the shortest path to a simple agent | You are looking for new features in this release", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/langgraph", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "vercel-ai-sdk", "name": "Vercel AI SDK", "verdict": "Vercel's TypeScript SDK that gives one API across many model providers, with streaming and agent helpers.", "good_for": "TypeScript and Next.js teams building chat or agent UIs", "skip_if": "You work in Python", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/vercel-ai-sdk", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "activepieces", "name": "Activepieces", "verdict": "Open-source workflow automation with chat, agents, tables and 770+ apps; $20 or $200 flat monthly plans.", "good_for": "Teams that want self-hostable automation | Zapier users sensitive to per-task costs", "skip_if": "You need the largest app library (Zapier lists 9,000+)", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/activepieces", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "agno", "name": "Agno", "verdict": "Open-source agent framework that now sells a self-driving agent platform you run in your own cloud.", "good_for": "Teams that want to run agents in their own cloud", "skip_if": "You need a no-code builder", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/agno", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "claude-code", "name": "Claude Code", "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.", "good_for": "Anyone relying on the Bash sandbox or permission rules (the 2.1.309 fixes close real gaps) | Teams running Claude Code through Bedrock, Vertex or Foundry | Enterprise admins who want role-based control over cloud sessions and Remote Control", "skip_if": "You are looking for new headline capabilities; these two releases are mostly fixes | You script claude ultrareview; check the new --trust-workspace requirement before updating CI", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/claude-code", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "codex-cli", "name": "Codex CLI", "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.", "good_for": "People who already use Codex and repeat the same setup prompts (presets save the typing) | Teams that connect Codex to enterprise MCP servers and want fewer sign-in hurdles | Anyone who wants an open-source (Apache-2.0) agent they can run from a terminal", "skip_if": "You are happy with another coding agent; nothing here changes the core capability | You need the image preview feature but your terminal does not support Kitty or Sixel graphics", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/codex-cli", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "composio", "name": "Composio", "verdict": "Managed tool-calling and authentication for agents across 1,500+ apps, with a free tier of 100,000 tool calls a month.", "good_for": "Agent builders who need many app integrations with managed auth", "skip_if": "You need only one or two APIs", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/composio", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "context7", "name": "Context7", "verdict": "Up-to-date, version-specific library docs served to coding agents.", "good_for": "Agents that hallucinate outdated library APIs", "skip_if": "Your stack is internal-only code", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-25, no language model involved)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/context7", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "crewai", "name": "CrewAI", "verdict": "Reasonable if you like the crew-of-agents mental model; the memory and tool-loop fixes in this release are worth taking.", "good_for": "Developers who want role-based multi-agent flows | Teams that want a built-in eval command | Users who need vector search on Azure DocumentDB", "skip_if": "You prefer an explicit graph model | You need a stable API with few releases; versions move quickly", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/crewai", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "dify", "name": "Dify", "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.", "good_for": "Teams that want a visual builder they can self-host | Internal RAG and agent apps", "skip_if": "You need a standard OSI-approved license for redistribution", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/dify", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "gemini-notebook", "name": "Gemini Notebook", "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.", "good_for": "Students and researchers working from their own sources | Writers who want a briefing doc or slide deck from notes | Google Workspace users", "skip_if": "You want a general chatbot with no source upload step | You are in the EEA and want the Gemini app connection on by default", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/gemini-notebook", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "goose", "name": "goose", "verdict": "Pick goose if you want an open-source agent with real subagent controls; v1.56.0 is a solid, subagent-heavy update.", "good_for": "People who want an Apache-2.0 agent with a desktop app and CLI | Users who delegate work to subagents and need resume and limits | Windows desktop users who were waiting for an installer", "skip_if": "You want a tiny tool with few moving parts | You need a managed, supported product", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/goose", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "kilo-code", "name": "Kilo Code", "verdict": "Open-source AI coding agent for VS Code, JetBrains, CLI and Cloud, with 500+ models at zero markup or your own keys.", "good_for": "Developers who want an open-source agent with many models | Teams that want shared agents and centralized billing", "skip_if": "You want a single-vendor model bundle with a flat monthly price", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/kilo-code", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "luma", "name": "Luma", "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.", "good_for": "Video creators who want to switch models per shot | Studios that need HDR and EXR outputs for post production | Developers who want a video-generation API", "skip_if": "You want pay-as-you-go pricing; plans are credit-based | You need unlimited generations; plans cap monthly credits", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/luma", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "openhands", "name": "OpenHands", "verdict": "Open-source AI coding agent platform you can start locally, automate with workflows and run with any model.", "good_for": "Teams that want an open-source alternative to cloud coding agents | Developers who want to bring their own model", "skip_if": "You want a flat-fee hosted product with published pricing we can quote", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/openhands", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "replit", "name": "Replit", "verdict": "Strong pick if you want build, hosting and monitoring in one place; read the credit and overage rules first.", "good_for": "Builders who want an agent that also watches the app after launch | Solo founders who want incorporation help inside the tool | Teams that want shared chats and reusable skills", "skip_if": "You want to keep code and hosting on your own infrastructure | You need predictable spend; credits and overage limits apply", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/replit", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "chrome-devtools-mcp", "name": "Chrome DevTools MCP", "verdict": "Chrome DevTools for coding agents.", "good_for": "Debugging and performance work in a real Chrome", "skip_if": "You want cross-browser test automation", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-25, no language model involved)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/chrome-devtools-mcp", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "google-adk", "name": "Google ADK", "verdict": "Update with care: a big, useful release for Gemini users, but it includes a telemetry default change.", "good_for": "Python teams building on Gemini or Google Cloud | Developers who need live voice agents | Teams who want MongoDB-backed sessions and memory", "skip_if": "You need identical telemetry across upgrades; defaults changed | You are not using Python", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/google-adk", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "langchain", "name": "LangChain", "verdict": "Open-source framework for building LLM applications and agents in Python and JavaScript, from the team behind LangGraph and LangSmith.", "good_for": "Developers who want the widest set of integrations | Teams that will pair it with LangGraph for stateful agents", "skip_if": "You want a minimal library with few abstractions | You only need one model provider's SDK", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/langchain", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "opencode", "name": "opencode", "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.", "good_for": "Developers who want an MIT-licensed terminal agent | People who switch between model providers | Anyone who wants a desktop app as well as a CLI", "skip_if": "You need a vendor-backed support contract | You expected feature news; this release is mostly a runtime upgrade", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/opencode", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "claude", "name": "Claude", "verdict": "A strong writing partner; try Claude Duet only if you are on Pro or Max and comfortable with a research-preview product.", "good_for": "Writers who want a careful, long-form drafting assistant | Pro and Max users curious about proactive agents | Max and Team users who also build on the API", "skip_if": "You need Duet and are on Free (it is Pro and Max only) | You want published benchmarks; we cite none", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/claude", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "github-mcp-server", "name": "GitHub MCP Server", "verdict": "GitHub's official MCP server for repos, issues and pull requests.", "good_for": "Agents that need to read and act on GitHub repositories", "skip_if": "You do not use GitHub", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-26, no LLM involved)", "last_verified": "2026-10-26", "url": "https://theagenticweekly.com/tools/github-mcp-server", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "haystack", "name": "Haystack", "verdict": "Apache-2.0 Python framework for building search, RAG and agent pipelines, maintained by deepset.", "good_for": "Production RAG pipelines | Teams that like explicit pipeline components", "skip_if": "You want a visual builder", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/haystack", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "mastra", "name": "Mastra", "verdict": "A strong TypeScript option if you are building agents in a Node stack; read the breaking-change note on sessions before upgrading.", "good_for": "TypeScript and Next.js teams building agents | Teams that need observability and tracing out of the box | Developers experimenting with MCP events", "skip_if": "You work in Python | You need a stable session API; this release changes it", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/mastra", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "mcp-inspector", "name": "MCP Inspector", "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.", "good_for": "Anyone building or evaluating an MCP server", "skip_if": "You only use servers through a client and never inspect them", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-25, no LLM involved)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/mcp-inspector", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "chatgpt", "name": "ChatGPT", "verdict": "Still the broadest all-round assistant; the October updates matter most if you write documents, decks or work with audio.", "good_for": "Writers who need drafts, decks and meeting notes in one place | Teams already on ChatGPT Business or Enterprise | People who want image generation (Images 2.5) in the same app", "skip_if": "You want strict data isolation by default (check settings) | You need features only on Pro plans and are on a lower tier", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/chatgpt", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "fastmcp", "name": "FastMCP", "verdict": "If you run FastMCP servers, upgrade and read the security notices; the OAuth issuer step is not automatic.", "good_for": "Python developers building MCP servers or clients | Teams exposing internal tools to agents | Anyone running OAuth-protected MCP servers", "skip_if": "You do not use MCP | You cannot update trust stores in your deployment environment", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-25, no language model involved)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/fastmcp", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "gemini-cli", "name": "Gemini CLI", "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.", "good_for": "Organizations on Gemini Code Assist Standard or Enterprise (Google says their access is unchanged) | People using Gemini CLI with a paid Gemini API key | Developers who want an open-source Apache-2.0 terminal agent they can read and extend", "skip_if": "You are on a Google AI Pro/Ultra plan or the free individual tier: Google says Gemini CLI stopped serving those requests on June 18, 2026 | You want the best coding experience with the latest Gemini models: the README itself points to Antigravity CLI", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/gemini-cli", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "jan", "name": "Jan", "verdict": "Open-source alternative to ChatGPT that runs open models locally or connects to cloud models like GPT and Claude.", "good_for": "People who want a private local chat app | Users who want one app for local and cloud models", "skip_if": "You need a hosted multi-user team product", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/jan", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "n8n", "name": "n8n", "verdict": "Great fit for small teams that want to wire apps and AI together without code; the license is fair-code, not open source.", "good_for": "Small businesses automating lead capture and follow-up | Teams that want to self-host automations | Builders adding AI agents to existing workflows", "skip_if": "You need a strictly open-source license (n8n is fair-code) | You want a no-setup consumer app", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/n8n", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "elevenlabs", "name": "ElevenLabs", "verdict": "Best for builders adding voice or music to products; the Video to Music API is the interesting new piece for creators.", "good_for": "Developers building voice agents or translation features | Creators who want an API that scores videos | Teams moving from OpenAI Realtime clients", "skip_if": "You want a simple consumer music app (see Suno) | You need Realtime Translation outside enterprise workspaces", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/elevenlabs", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "v0", "name": "v0", "verdict": "Good for UI-heavy web work, especially if you deploy on Vercel; the October changes are about teamwork and polish.", "good_for": "Front-end builders who want generated UI and a code view | Teams that want v0 connected to Slack | Vercel users who want a short path to deployment", "skip_if": "You want a general-purpose coding agent for non-web projects | You need published pricing details (not verified here)", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/v0", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "comfyui", "name": "ComfyUI", "verdict": "The tool to learn if you want maximum control over open models on your own GPU; it has a learning curve.", "good_for": "Power users who want to run open models locally | Artists building repeatable image or video workflows | People who want to mix local models with partner nodes", "skip_if": "You want a one-click consumer app | You do not have a capable GPU and do not want to use partner (paid) nodes", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-26, no LLM involved)", "last_verified": "2026-10-26", "url": "https://theagenticweekly.com/tools/comfyui", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "cline", "name": "Cline", "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.", "good_for": "IDE users who want an open-source agent | Teams that want to embed an agent through the SDK | People who bring their own model API keys", "skip_if": "You want one polished all-in-one app with bundled models | You only want headline features; these releases are mostly fixes and plumbing", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/cline", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "cursor", "name": "Cursor", "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.", "good_for": "Teams that want cloud agents with shared, scriptable environments | Developers who like an editor-first workflow with an agent built in | Platform teams evaluating Origin and its app marketplace", "skip_if": "You work only in a terminal and want a lightweight open-source agent | You want all third-party model usage included in a flat fee; Cursor says it is billed separately by usage", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/cursor", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "browser-use", "name": "Browser Use", "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.", "good_for": "Developers building browser-driving agents", "skip_if": "You need a simple scraper (consider Firecrawl)", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/browser-use", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "github-copilot", "name": "GitHub Copilot", "verdict": "A sensible default if your team already lives on GitHub; check which plan you need for new models.", "good_for": "Teams already on GitHub who want AI in editor, CLI and code scanning fixes | Enterprise admins who need model policy controls | Developers who want to pick from several vendors' models", "skip_if": "You want a fully open-source stack | You are on a plan without access to the newest models (Gemini 4 Argon is Pro+ and above)", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/github-copilot", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "kling", "name": "Kling AI", "verdict": "Worth testing for action and camera-heavy shots; our information is secondhand from Luma plus the Kling homepage.", "good_for": "Creators who need strong motion and camera moves | People who want to try Kling 4.0 through Luma | Short social and ad clips", "skip_if": "You need API access today; Kuaishou says it is coming soon | You want an independent benchmark; none is cited here", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/kling", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "openai-agents-sdk", "name": "OpenAI Agents SDK", "verdict": "Pick it if you want a small, official framework for multi-agent flows on the OpenAI API; the update is incremental.", "good_for": "Python developers building agents on OpenAI models | Teams that want MCP tools plus approvals and sessions | Prototypers who want few abstractions", "skip_if": "You need a TypeScript-first framework | You want a framework tied to no model vendor", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/openai-agents-sdk", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "runway", "name": "Runway", "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.", "good_for": "Editors who want Runway inside DaVinci Resolve | Teams that script video work through MCP | Creators who want draft-then-polish video generation", "skip_if": "You need a free tier (many items are Paid Plans) | You want a single in-house model; Runway aggregates partners", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/runway", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "lovable", "name": "Lovable", "verdict": "A friendly way for non-developers to get a working web app and a first-customers plan; check credit costs before you commit.", "good_for": "Founders and small-business owners who want a site or app without writing code | Anyone who wants growth suggestions in the same chat as the build | People who want to start free and publish to a lovable.app address", "skip_if": "You need full control of the code and hosting from day one | You want predictable pricing; credits are consumed by task complexity", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/lovable", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "supabase-mcp", "name": "Supabase MCP", "verdict": "Connect Supabase projects to AI assistants.", "good_for": "Agents managing Supabase projects and databases", "skip_if": "You use a different backend", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-26, no LLM involved)", "last_verified": "2026-10-26", "url": "https://theagenticweekly.com/tools/supabase-mcp", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "dspy", "name": "DSPy", "verdict": "Worth a look if you want structured, testable LM pipelines; start with a plain Predict module before optimisers.", "good_for": "Developers who want typed, composable LM programs | Teams that want to optimise prompts against a metric", "skip_if": "You only need a quick one-off script calling a model", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/dspy", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "midjourney", "name": "Midjourney", "verdict": "Use the thinking rerun if prompt-following misses are your pain; be careful with privacy when sharing folders.", "good_for": "Designers who iterate on images with a team | Users of 8.2 who want better prompt adherence | People who want a web app rather than Discord", "skip_if": "You need private-by-default collaboration | You want open weights or local control", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/midjourney", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "semantic-kernel", "name": "Semantic Kernel", "verdict": "Microsoft's model-agnostic SDK for building AI agents; its README calls Microsoft Agent Framework the enterprise-ready successor.", "good_for": "Existing .NET and Azure shops already on Semantic Kernel", "skip_if": "You are starting new agent work and want Microsoft's recommended path (Agent Framework)", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/semantic-kernel", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "sentry-mcp", "name": "Sentry MCP", "verdict": "Sentry's agentic tooling and MCP server for errors and traces.", "good_for": "Agents that debug production errors with Sentry data", "skip_if": "You need a permissive OSI license today", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-26, no LLM involved)", "last_verified": "2026-10-26", "url": "https://theagenticweekly.com/tools/sentry-mcp", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "playwright-mcp", "name": "Playwright MCP", "verdict": "Microsoft's MCP server that lets agents drive a browser with Playwright.", "good_for": "Agents that need to test or navigate web pages", "skip_if": "You need DevTools-level performance traces (see Chrome DevTools MCP)", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-25, no language model involved)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/playwright-mcp", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "mem0", "name": "Mem0", "verdict": "Open-source and hosted memory layer that lets agents remember users across sessions, with a free tier and published request quotas.", "good_for": "Apps that need long-term per-user memory", "skip_if": "You only need a vector database", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-26, local 3B model plus a local embedder)", "last_verified": "2026-10-26", "url": "https://theagenticweekly.com/tools/mem0", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "llamaindex", "name": "LlamaIndex", "verdict": "Open-source data framework for retrieval-augmented generation and document-centred agents, with a hosted document platform alongside.", "good_for": "RAG and document-question-answering projects | Teams with lots of PDFs and unstructured data", "skip_if": "You need a general multi-agent orchestrator rather than data tooling", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/llamaindex", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "notion-mcp", "name": "Notion MCP Server", "verdict": "Official Notion MCP server for reading and editing workspace content.", "good_for": "Agents that need Notion pages and databases", "skip_if": "You do not use Notion", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-26, no LLM involved)", "last_verified": "2026-10-26", "url": "https://theagenticweekly.com/tools/notion-mcp", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "instructor", "name": "Instructor", "verdict": "A small, light way to get typed output from a model; good first step before reaching for a full framework.", "good_for": "Developers who need typed, validated model output | Teams already using Pydantic", "skip_if": "You need an agent runtime with tools and memory", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/instructor", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "suno", "name": "Suno", "verdict": "The most complete song-making tool we track; the v6 editing features are the draw. Rights and licensing questions are yours to check.", "good_for": "Anyone who wants finished songs from a prompt or a voice memo | Producers who want to edit sections in plain language | Free users who want to try v6-mini", "skip_if": "You need clearly licensed commercial music (check Suno's terms) | You want open weights", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/suno", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "piper", "name": "Piper", "verdict": "Fast, private speech synthesis on a CPU; mind the GPL-3.0 license if you embed it.", "good_for": "Local voice output without a GPU | Home and offline projects", "skip_if": "You need very natural or expressive voices", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-25, no LLM involved)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/piper", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "flowise", "name": "Flowise", "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.", "good_for": "Existing Flowise users maintaining flows", "skip_if": "You need an actively developed builder: the repository is archived", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/flowise", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "continue", "name": "Continue", "verdict": "A configurable open-source assistant; the CLI worked with a local model through a YAML config.", "good_for": "Developers who want an open-source assistant with local-model support", "skip_if": "You want a zero-config experience", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/continue", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "windsurf", "name": "Windsurf (now Devin Desktop)", "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.", "good_for": "Developers already using Windsurf who want the same editor under the Devin brand | People who want one place to manage local and cloud coding agents | Teams that want centralized billing and an admin dashboard (Teams plan)", "skip_if": "You want a fully open-source editor (it is proprietary; see Zed or Kilo) | You need predictable flat pricing: extra usage is billed at API pricing", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/windsurf", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "smolagents", "name": "smolagents", "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.", "good_for": "People who want a small hackable agent library | Code-as-action agent experiments", "skip_if": "You need a full production orchestration platform", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/smolagents", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "letta", "name": "Letta", "verdict": "Platform and open-source framework for stateful agents that keep and improve memory across sessions.", "good_for": "Agents that must remember across sessions", "skip_if": "You want a stateless simple chatbot", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/letta", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "aider", "name": "Aider", "verdict": "Open-source AI pair programming in your terminal that maps your codebase and connects to almost any LLM, including local models.", "good_for": "Developers who live in the terminal and want git-friendly AI edits | People who want to pick their own model or run local models", "skip_if": "You want a GUI editor with an integrated agent | You want a vendor-supported product with an SLA", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/aider", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "ace-step", "name": "ACE-Step", "verdict": "The pick if you want open weights and local control; expect a manual setup and no recent updates.", "good_for": "Tinkerers who want to run music generation locally | Developers who want to fine-tune with LoRA | People who need Apache-2.0 licensing", "skip_if": "You want a polished app with no setup | You need active weekly releases", "evidence": "reported", "evidence_label": "Reported (not run by us)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/ace-step", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "faster-whisper", "name": "faster-whisper", "verdict": "Fast local transcription; on CPU use float32 and check int8 against a reference before trusting it.", "good_for": "Local, private transcription | Developers building voice pipelines on CPU", "skip_if": "You need diarisation or a managed service", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-25, no language model involved)", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/faster-whisper", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "autogen", "name": "AutoGen", "verdict": "Microsoft's open-source multi-agent framework; its README now says the project is in maintenance mode and points to Microsoft Agent Framework.", "good_for": "Existing AutoGen projects that need reference material | Researchers studying multi-agent patterns", "skip_if": "You are starting a new production project: Microsoft points to Agent Framework instead", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))", "last_verified": "2026-10-25", "url": "https://theagenticweekly.com/tools/autogen", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" }, { "slug": "gpt4all", "name": "GPT4All", "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.", "good_for": "People who want a simple private desktop chatbot", "skip_if": "You want a project with recent releases (last release we saw is Feb 2025)", "evidence": "tested", "evidence_label": "Tested (smoke test, 2026-10-26, local 3B model (Qwen2.5-3B))", "last_verified": "2026-10-26", "url": "https://theagenticweekly.com/tools/gpt4all", "license": "CC BY 4.0", "attribution": "Data: Agentic Weekly (https://theagenticweekly.com), CC BY 4.0" } ] }