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 2668 tools.
Ranked tools
- 10Agent#2473 · Reducto
AI document parsing & extraction software that unlocks data from complex documents with high accuracy.
- 10Agent#2474 · Heidi AI
Your AI Care Partner for Modern Clinical Practice, supporting clinicians from documentation to decisions and follow-up.
- 10Agent#2475 · Insider One
The leading Agentic Customer Engagement Platform for continuous AI decisioning and autonomous end-to-end engagement.
- 10Agent#2476 · Domyn
The agentic AI platform for regulated enterprises, offering full control over models, data, and infrastructure.
- 10Agent#2477 · Maven AGI
Enterprise AI agent platform for customer experience that delivers exceptional service at every touchpoint.
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- 10Agent#2479 · Reach Security
Proactively identify and remediate security control misconfigurations to close gaps faster than AI-powered attacks.
- 10Agent#2480 · Prophet Security
Empower your SOC with a fleet of autonomous AI agents that accelerates Tier 1, Tier 2, and Tier 3 tasks.
- 10Agent#2481 · Credo AI
One platform to discover, assess, and govern every AI agent, model, and application — continuously and in context.
- 10Agent#2482 · Replo
Go from product to store to sale—all with one AI-powered solution for e-commerce.
- 10Agent#2483 · Anomalo
The autonomous data system for the agentic enterprise, enabling self-driving data through AI-powered monitoring, investigation, and reporting.
- 10Agent#2484 · Polycam
AI reality capture for professionals across any device, for any user, and any project.
- 10Agent#2485 · Tripo
Generate production-ready 3D models from text, images, or sketches in seconds with AI-powered tools.
- 10Agent#2486 · Fliki
Transform text into stunning videos with lifelike AI voices and dynamic AI video clips.
- 10Agent#2487 · Equals
Equals is the first new spreadsheet in 20 years, engineered for AI and designed for trust.
- 10Agent#2488 · Rows
The spreadsheet where data comes to life, with built-in integrations and AI for powerful analysis.
- 10Agent#2489 · Karat
The world's leader in technical interviewing, transforming organizations for the Human + AI era.
- 10Agent#2490 · Brisk Teaching
AI education platform helping teachers create materials, give feedback, and adapt instruction within Google and Microsoft tools.
- 10Agent#2491 · Nosto
AI-powered ecommerce personalization, search, and merchandising solutions to drive sales and foster loyalty.
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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.