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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

Filter tools

Filters

Showing 24 of 2668 tools.

Ranked tools

  1. #2617 · SpicyChat AI

    Free uncensored AI character roleplay platform by NextDay AI, with 100M+ registered users.

    5Agent
  2. #2618 · GoLove AI

    Multi-mode AI companion platform by Cyprus-based 404 Intelligence Ltd with chat, voice, image, and video.

    5Agent
  3. #2619 · Secrets.ai

    Privacy-focused 18+ AI companion platform with realistic girlfriend chat, images, and video.

    5Agent
  4. #2620 · BeforeSunset AI

    Personalized AI daily planning that suits your life

    5Agent
  5. #2621 · Lovescape

    Cyprus-based AI companion platform focused on emotional intelligence and romance.

    5Agent
  6. #2622 · Joi AI

    Bootstrapped AI-companion app for chat, photos and voice with custom characters.

    5Agent
    API
  7. #2623 · DreamGF

    Create and chat with a personalized AI girlfriend via voice, text, and photos.

    5Agent
  8. #2624 · HeraHaven

    Customizable AI girlfriend platform with long-term memory and image generation

    5Agent
  9. #2625 · Tensordyne

    Tensordyne builds next-generation Generative AI inference systems for data centres, re-engineering AI math and redefining inference.

    5Agent
  10. #2626 · Vozo AI

    Translate every layer of your video: voice, subtitles, lip-sync, and on-screen text

    5Agent
  11. #2627 · Async

    The only AI Video Editor you need to create and edit videos effortlessly by chatting with AI.

    5Agent
    JavaScriptPython
  12. #2628 · Seduced

    AI image and video generator built for adult content

    5Agent
  13. #2629 · Swipey AI

    Your official AI Girlfriend platform for chat, voice, and NSFW interactions.

    5Agent
  14. #2630 · Lex

    Collaborative documents with powerful AI editing tools to help you write something great today.

    5Agent
  15. #2631 · Bahasa AI

    Your AI Assistant for everyday tasks, offering chat, image, and PDF analysis.

    5Agent
  16. #2632 · Standard Bots

    Vertically integrated, AI-native robots ready to automate the most challenging industrial tasks.

    5Agent
  17. #2633 · Enveda

    Enveda is learning from life to discover medicines 4X faster than the industry average by unlocking nature's hidden chemistry.

    5Agent
  18. #2634 · Bee

    The wearable AI that understands you, turning your moments into meaning.

    5Agent
  19. #2635 · Splash

    Unlock the fun of creating music together with AI-powered tools and immersive virtual experiences.

    5Agent
  20. #2636 · Ninja AI

    Your all-in-one AI agent for boundless productivity, automating tasks and streamlining workflows across your digital life.

    5Agent
  21. #2637 · PlusAI

    Transforming transportation with Physical AI, powered by SuperDrive™, our AI-based autonomous driving system for trucks.

    5Agent
  22. Pioneering transformative artificial intelligence to discover and develop the next generation of life-changing medicines.

    5Agent
  23. #2639 · Argil

    Generate high-performing videos with your AI clone or choose from engaging avatars for promotion, education, and entertainment.

    5Agent
  24. #2640 · Voicemod

    The leading real-time AI voice changer & soundboard for PC and Mac.

    5Agent

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.