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NeuronFeed

AI Agent Readiness Leaderboard

Which AI tools actually work with AI-agent workflows? We score every tool on 6 dimensions: MCP endpoint, public API, webhooks, developer docs, SDKs, and auth. Total out of 100. Automated weekly rechecks keep the scores current.

Scored
2668
With MCP
101
Public API
642
OAuth2
133
Avg score
22.9
✓ MCP support Public API Webhooks OAuth2 Python SDK TypeScript SDK

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Filters

Showing 24 of 2668 tools.

Ranked tools

  1. #673 · Typecast

    Emotionally expressive AI voices and virtual actors

    40Agent
    API
  2. #674 · Invisible Technologies

    AI training data and enterprise automation platform

    40Agent
    API
  3. #675 · Pictory

    Turn scripts, blog posts, and documents into videos automatically

    40Agent
    API
  4. #676 · January AI

    Predict your glucose response to any meal with AI — no wearable required

    40Agent
    API
  5. #677 · LOVO

    AI voice generator with 500+ voices in 100 languages and the Genny video workspace

    40Agent
    API
  6. #678 · Tsenta

    AI agent that matches you with jobs and applies automatically across the web.

    40Agent
  7. #679 · Venice AI

    Private, uncensored AI for chat, image, and code with no logging

    40Agent
    API
  8. #680 · Instapage

    Landing page platform for post-click advertising optimization

    40Agent
    API
  9. #681 · Krikey AI

    Text-to-3D-animation platform turning prompts and photos into animated avatar videos

    40Agent
    API
  10. #682 · Freepik

    AI-powered platform for images, video, icons and design assets

    40Agent
    API
  11. #683 · WellSaid

    Enterprise AI voiceover studio with 120+ voices from licensed voice actors

    40Agent
    API
  12. #684 · Respeecher

    Hollywood-grade AI voice cloning used in Star Wars and AAA games

    40Agent
    API
  13. #685 · Pixelcut

    AI photo and product-image editor used by 70M+ creators, from cutouts to AI video

    40Agent
    API
  14. #686 · Demodesk

    AI agents that record sales meetings, coach reps and update the CRM

    40Agent
    API
  15. #687 · Mubert

    Royalty-free AI music generation for creators, apps, and brands

    40Agent
    API
  16. #688 · UneeQ

    Enterprise digital humans for immersive training roleplay and AI brand ambassadors

    40Agent
    API
  17. #689 · DeepMotion

    Markerless AI motion capture from video and text-to-animation with SayMotion

    40Agent
    API
  18. #690 · Adaptyv Bio

    Cloud lab that experimentally validates AI-designed proteins in under three weeks

    40Agent
    API
  19. #691 · Vida

    AI agent OS for phone and messaging with carrier-grade telecom built in

    40Agent
    API
  20. #692 · Not Diamond

    Data-driven recommendation and routing layer that sends each prompt to the best AI model

    40Agent
    API
  21. #693 · Bruin

    End-to-end data platform combining ingestion, SQL and Python pipelines and an AI data analyst

    40Agent
    API
  22. #694 · Typewise

    Enterprise AI agent platform that resolves customer service tickets end to end

    40Agent
    API
  23. #695 · getimg.ai

    All-in-one AI image and video generation workspace

    40Agent
    API
  24. #696 · Martian

    LLM model router that dynamically sends each prompt to the best model for cost and performance

    40Agent
    API

FAQ

›What is MCP?

Model Context Protocol — a standard introduced by Anthropic for AI agents to call external tools. Tools that ship MCP endpoints can be used by Claude, ChatGPT Desktop, Cursor, and others without custom plumbing.

›How is the agent-readiness score calculated?

Each tool gets 0-100 across 6 dimensions: public API (30pt), MCP server (25pt), webhooks (15pt), OAuth/delegated auth (10pt), machine-readable docs (10pt), and official SDKs (10pt). Score is the weighted sum, rechecked as profiles are re-enriched. Full reference: /docs/agent-readiness.

›How often are tools rechecked?

Daily for new tools, weekly for the existing leaderboard. Drift in MCP/API surface area is flagged for editorial review before the score updates.

›What counts as agent-ready?

We consider a tool agent-ready if it has at least 3 of: MCP endpoint, public API, webhooks, OAuth2, an SDK, and good docs. Score 60+ generally means an agent can integrate without source-code-level access.

›Why are some tools missing?

We score every published startup in the directory. Stealth-mode and pre-launch tools aren’t scored until they ship a public product.