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.
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Showing 24 of 2662 tools.
Ranked tools
- 35Agent#769 · Abnormal Security
Protect humans with behavioral AI against phishing, social engineering, and account takeovers.
- JavaScriptPython +1
- 35Agent#771 · Cognite
Deploy and scale industrial AI to optimize production, reduce downtime, and increase productivity across your enterprise.
PythonJavaScript - 35Agent#772 · Netomi
The only agentic AI platform built for what comes after the pilot, designed for enterprises that can't afford to get it wrong.
- 35Agent#773 · Magnific
The AI creative platform for video, image, and audio production at any scale.
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- Python
- 35Agent#776 · Bland AI
Automate phone calls with conversational AI for enterprises, powering next-generation AI call centers.
- 35Agent#777 · Translated
Professional language solutions for your business, crafted by experts, powered by technology, and delivered efficiently.
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- 35Agent#779 · Lunit
Conquer cancer through cutting-edge AI for earlier detection and more precise oncology treatments.
- 35Agent#780 · Locus
Achieve exceptional profitability and delivery excellence with AI-driven logistics solutions for seamless omnichannel fulfillment.
- 35Agent#781 · Hi Marley
The insurance ecosystem communicates with clarity, speed, and ease through intelligent messaging.
- 35Agent#782 · Synthesys
Generate engaging AI videos with realistic voices and avatars, offering a complete AI content suite for scalable content creation.
- 35Agent#783 · HUMAIN
We build the entire AI stack: data centers, cloud, models, and applications, providing end-to-end AI solutions.
- 35Agent#784 · ServiceNow AI Research
Shaping the future of work with AI by advancing enterprise intelligence through human-centered and scalable solutions.
- 35Agent#785 · Salv
The fincrime platform with intelligence sharing built-in to detect money laundering, exchange intelligence, and stop fraud more effectively.
- 35Agent#786 · Latent Labs
Building frontier generative AI models that capture the fundamentals of biology to make biology programmable.
- 35Agent#787 · Rask AI
AI-powered platform to translate, dub, and repurpose videos into 130+ languages
- 35Agent#788 · Distyl AI
Rearchitecting entire industries for frontier technologies with production AI systems that deliver measurable impact in weeks.
- 35Agent#789 · Polymath Robotics
Superpowering off-highway autonomy programs with streamlined, software-first solutions for any machine in any environment.
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- 35Agent#791 · G42
G42 is an Abu Dhabi-born AI and cloud computing company building globally to push AI to do more for everyone.
- 35Agent#792 · StepFun
StepFun offers a suite of AI tools including knowledge base Q&A, image creation, and advanced multimodal reasoning models.
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.