# Mintlify docs and AI agent readiness How 32 products documented on Mintlify score on the AI Agent Readiness Test. Average 90.2%, with the five agent surface checks for each. Docs platform 32 of the 97 products tested serve their documentation on Mintlify. Scores run from 73.8% to 97.5%, averaging 90.2%. Every Mintlify product tested passes llms.txt, llms-full.txt, Markdown mirror and MCP server. The AI Agent Readiness Test scores the documentation, never the platform, so these numbers describe what these 32 teams published rather than what Mintlify can do. ## Scores on Mintlify AI Agent Readiness Score for each product documented on Mintlify. Product Category Grade Score Reading Surface llms full .md MCP AI [Tavily](https://docsforagents.com/reports/tavily-docs-ai-agent-readiness/) [Search & retrieval](https://docsforagents.com/grades/?category=search) A+ 97.5% 28/30 50/50 pass pass pass pass pass [ClickHouse](https://docsforagents.com/reports/clickhouse-docs-ai-agent-readiness/) [Databases & analytics](https://docsforagents.com/grades/?category=databases) A+ 97.5% 28/30 50/50 pass pass pass pass pass [CodeRabbit](https://docsforagents.com/reports/coderabbit-docs-ai-agent-readiness/) [Coding agents](https://docsforagents.com/grades/?category=coding-agents) A 96.2% 27/30 50/50 pass pass pass pass pass [Unstructured](https://docsforagents.com/reports/unstructured-docs-ai-agent-readiness/) [Data pipelines & documents](https://docsforagents.com/grades/?category=data-pipelines) A 96.2% 27/30 50/50 pass pass pass pass pass [Baseten](https://docsforagents.com/reports/baseten-docs-ai-agent-readiness/) [AI models & inference](https://docsforagents.com/grades/?category=ai-models) A 95.0% 26/30 50/50 pass pass pass pass pass [FastMCP](https://docsforagents.com/reports/fastmcp-docs-ai-agent-readiness/) [Agent frameworks & memory](https://docsforagents.com/grades/?category=agent-frameworks) A 95.0% 26/30 50/50 pass pass pass pass pass [Reducto](https://docsforagents.com/reports/reducto-docs-ai-agent-readiness/) [Data pipelines & documents](https://docsforagents.com/grades/?category=data-pipelines) A 95.0% 26/30 50/50 pass pass pass pass pass [Trigger.dev](https://docsforagents.com/reports/trigger-dev-docs-ai-agent-readiness/) [Workflows & automation](https://docsforagents.com/grades/?category=workflows) A 95.0% 26/30 50/50 pass pass pass pass pass [fal.ai](https://docsforagents.com/reports/fal-ai-docs-ai-agent-readiness/) [AI models & inference](https://docsforagents.com/grades/?category=ai-models) A 95.0% 26/30 50/50 pass pass pass pass pass [Notion](https://docsforagents.com/reports/notion-docs-ai-agent-readiness/) [Productivity & collaboration](https://docsforagents.com/grades/?category=productivity) A 95.0% 26/30 50/50 pass pass pass pass pass [Together AI](https://docsforagents.com/reports/together-ai-docs-ai-agent-readiness/) [AI models & inference](https://docsforagents.com/grades/?category=ai-models) A 93.8% 25/30 50/50 pass pass pass pass pass [Courier](https://docsforagents.com/reports/courier-docs-ai-agent-readiness/) [Email & messaging](https://docsforagents.com/grades/?category=messaging) A 93.8% 25/30 50/50 pass pass pass pass pass [Browserbase](https://docsforagents.com/reports/browserbase-docs-ai-agent-readiness/) [Agent sandboxes & browsers](https://docsforagents.com/grades/?category=agent-sandboxes) A- 92.5% 24/30 50/50 pass pass pass pass pass [AssemblyAI](https://docsforagents.com/reports/assemblyai-docs-ai-agent-readiness/) [Voice & speech](https://docsforagents.com/grades/?category=voice) A- 92.5% 24/30 50/50 pass pass pass pass pass [Perplexity](https://docsforagents.com/reports/perplexity-docs-ai-agent-readiness/) [Search & retrieval](https://docsforagents.com/grades/?category=search) A- 92.5% 24/30 50/50 pass pass pass pass pass [Cartesia](https://docsforagents.com/reports/cartesia-docs-ai-agent-readiness/) [Voice & speech](https://docsforagents.com/grades/?category=voice) A- 92.5% 24/30 50/50 pass pass pass pass pass [Metronome](https://docsforagents.com/reports/metronome-docs-ai-agent-readiness/) [Payments & business data](https://docsforagents.com/grades/?category=payments-business) A- 92.5% 24/30 50/50 pass pass pass pass pass [DeepInfra](https://docsforagents.com/reports/deepinfra-docs-ai-agent-readiness/) [AI models & inference](https://docsforagents.com/grades/?category=ai-models) A- 91.2% 23/30 50/50 pass pass pass pass pass [Exa](https://docsforagents.com/reports/exa-docs-ai-agent-readiness/) [Search & retrieval](https://docsforagents.com/grades/?category=search) A- 91.2% 23/30 50/50 pass pass pass pass pass [Stytch](https://docsforagents.com/reports/stytch-docs-ai-agent-readiness/) [Identity & auth](https://docsforagents.com/grades/?category=identity) A- 90.0% 22/30 50/50 pass pass pass pass pass [Resend](https://docsforagents.com/reports/resend-docs-ai-agent-readiness/) [Email & messaging](https://docsforagents.com/grades/?category=messaging) B+ 88.8% 21/30 50/50 pass pass pass pass pass [E2B](https://docsforagents.com/reports/e2b-docs-ai-agent-readiness/) [Agent sandboxes & browsers](https://docsforagents.com/grades/?category=agent-sandboxes) B+ 87.5% 20/30 50/50 pass pass pass pass pass [LangChain](https://docsforagents.com/reports/langchain-docs-ai-agent-readiness/) [Agent frameworks & memory](https://docsforagents.com/grades/?category=agent-frameworks) B+ 87.5% 20/30 50/50 pass pass pass pass pass [Blacksmith](https://docsforagents.com/reports/blacksmith-docs-ai-agent-readiness/) [Cloud & developer platforms](https://docsforagents.com/grades/?category=cloud-platforms) B+ 87.5% 20/30 50/50 pass pass pass pass pass [TrueFoundry](https://docsforagents.com/reports/truefoundry-docs-ai-agent-readiness/) [AI models & inference](https://docsforagents.com/grades/?category=ai-models) B+ 87.5% 20/30 50/50 pass pass pass pass pass [Honeycomb](https://docsforagents.com/reports/honeycomb-docs-ai-agent-readiness/) [Observability & analytics](https://docsforagents.com/grades/?category=observability) B+ 87.5% 20/30 50/50 pass pass pass pass pass [Radar](https://docsforagents.com/reports/radar-docs-ai-agent-readiness/) [Geospatial & maps](https://docsforagents.com/grades/?category=geospatial) B 83.8% 17/30 50/50 pass pass pass pass pass [Runpod](https://docsforagents.com/reports/runpod-docs-ai-agent-readiness/) [Cloud & developer platforms](https://docsforagents.com/grades/?category=cloud-platforms) B 83.8% 17/30 50/50 pass pass pass pass pass [Firecrawl](https://docsforagents.com/reports/firecrawl-docs-ai-agent-readiness/) [Search & retrieval](https://docsforagents.com/grades/?category=search) B- 81.2% 25/30 40/50 pass pass pass pass fail [Cline](https://docsforagents.com/reports/cline-docs-ai-agent-readiness/) [Coding agents](https://docsforagents.com/grades/?category=coding-agents) B- 80.0% 24/30 40/50 pass pass pass pass fail [MiniMax](https://docsforagents.com/reports/minimax-docs-ai-agent-readiness/) [AI models & inference](https://docsforagents.com/grades/?category=ai-models) C 76.2% 21/30 40/50 pass pass pass pass fail [Mem0](https://docsforagents.com/reports/mem0-docs-ai-agent-readiness/) [Agent frameworks & memory](https://docsforagents.com/grades/?category=agent-frameworks) C 73.8% 9/30 50/50 pass pass pass pass pass ## Agent surface on Mintlify - **llms.txt** 32 of 32 - **llms-full.txt** 32 of 32 - **Markdown mirror** 32 of 32 - **MCP server** 32 of 32 - **Docs AI** 29 of 32 Recorded as Mintlify during testing. A sample of 32 shows what these teams shipped and does not establish a platform default. [All docs platforms](https://docsforagents.com/platforms/) ยท [Every score in one table](https://docsforagents.com/grades/) Put another docs site through the battery. [Nominate a docs site](https://docsforagents.com/nominate/) Canonical URL: https://docsforagents.com/platforms/mintlify-docs-ai-agent-readiness/