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#2137 · Default
All-in-one inbound conversion platform that captures, qualifies, schedules, and routes inbound
- 10Agent#2138 · Lantern
AI revenue platform that helps sales and marketing teams build and manage pipeline by
- 10Agent#2139 · Aigen
US-based agricultural robotics company building truly solar-powered autonomous robots for
- 10Agent#2140 · Nuclearn
AI software purpose-made for the nuclear power industry, automating manual workflows and
- 10Agent#2141 · CarbonChain
Carbon-accounting platform that automates supply-chain emissions tracking with asset-level
- 10Agent#2142 · Streamline AI
AI-powered legal intake and matter management platform built for in-house legal teams
- 10Agent#2143 · Scriptic
Scriptic, formerly Electric Noir Studios, is a London-based studio building AI-powered
- 10Agent#2144 · NPCx
Uses AI to revolutionize the creation and animation of non-player characters for games, film
- 10Agent#2145 · Kinetix
AI-driven 3D animation technology that turns any video into custom character animations and
- 10Agent#2146 · Anything World
3D animation and automated rigging platform powered by machine learning, letting anyone turn
- 10Agent#2147 · Superlinked
Python framework and compute layer for turning structured and unstructured enterprise data
- 10Agent#2148 · Aerones
Latvia-based company providing AI-driven robotic maintenance and inspection for wind turbines
- 10Agent#2149 · Zencoder
AI coding agent paired with Zenflow, an orchestration layer that automates the broader
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- 10Agent#2151 · Capacity
AI-powered support automation platform that helps contact centers and teams deflect tickets
- 10Agent#2152 · Aisera
Agentic AI service experience platform that automates customer and employee support across IT
- 10Agent#2153 · Quiq
Conversational AI platform that helps enterprises deliver customer service through messaging
- 10Agent#2154 · Metaview
AI recruiting platform built around an interview notetaker that automatically captures
- 10Agent#2155 · Genesis Therapeutics
AI drug-discovery company building generative and predictive models to design small-molecule
- 10Agent#2156 · VidMob
New York-based creative data company whose AI platform analyzes advertising creative to help
- 10Agent#2157 · d-Matrix
Digital in-memory compute (DIMC) chiplet-based hardware purpose-built for AI inference in the
- 10Agent#2158 · Taalas
Toronto-based AI chip startup that etches entire AI models directly onto custom silicon
- 10Agent#2159 · Stand Insurance
Uses physics-driven AI to insure and fortify high-value homes in catastrophe-prone markets
- 10Agent#2160 · Modyfi
Browser-based, AI-native design platform that combines image editing, vector tooling
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.