FastMCP
292 lines. FastMCP came to play.
FastMCP is revolutionizing the way developers interact with MCP servers through a user-friendly, Pythonic client. Their comprehensive documentation covers everything from authentication methods to server logging, ensuring seamless integration and efficient workflow. Dive in and elevate your programming game!
Not sure yours is this good? Check it →
292 lines -72%
1 sections -94%
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FastMCP's llms.txt Insights
Short and sweet
1 section. Minimalist, but hey — at least they showed up.
War and Peace vibes
292 lines. They really wanted AI to understand them.
Double trouble
Runs both llms.txt and llms-full.txt. Someone takes this seriously.
What's inside FastMCP's llms.txt
FastMCP's llms.txt contains 2 sections:
- FastMCP
- Docs
How does FastMCP's llms.txt compare?
| FastMCP | Directory Avg | Top Performer | |
|---|---|---|---|
| Lines | 292 | 1029 | 163,447 |
| Sections | 1 | 17 | 3207 |
Cool table. Now the real question — where do you land? Find out →
FastMCP's llms.txt preview
First 100 of 292 lines
# FastMCP
## Docs
- [Changelog](https://gofastmcp.com/changelog.md)
- [Bearer Token Authentication](https://gofastmcp.com/clients/auth/bearer.md): Authenticate your FastMCP client with a Bearer token.
- [OAuth Authentication](https://gofastmcp.com/clients/auth/oauth.md): Authenticate your FastMCP client via OAuth 2.1.
- [The FastMCP Client](https://gofastmcp.com/clients/client.md): Programmatic client for interacting with MCP servers through a well-typed, Pythonic interface.
- [User Elicitation](https://gofastmcp.com/clients/elicitation.md): Handle server requests for structured user input.
- [Server Logging](https://gofastmcp.com/clients/logging.md): Receive and handle log messages from MCP servers.
- [Notifications](https://gofastmcp.com/clients/notifications.md): Handle server-sent notifications for list changes and other events.
- [Progress Monitoring](https://gofastmcp.com/clients/progress.md): Handle progress notifications from long-running server operations.
- [Getting Prompts](https://gofastmcp.com/clients/prompts.md): Retrieve rendered message templates with automatic argument serialization.
- [Reading Resources](https://gofastmcp.com/clients/resources.md): Access static and templated data sources from MCP servers.
- [Client Roots](https://gofastmcp.com/clients/roots.md): Provide local context and resource boundaries to MCP servers.
- [LLM Sampling](https://gofastmcp.com/clients/sampling.md): Handle server-initiated LLM completion requests.
- [Background Tasks](https://gofastmcp.com/clients/tasks.md): Execute operations asynchronously and track their progress.
- [Calling Tools](https://gofastmcp.com/clients/tools.md): Execute server-side tools and handle structured results.
- [Client Transports](https://gofastmcp.com/clients/transports.md): Configure how clients connect to and communicate with MCP servers.
- [HTTP Deployment](https://gofastmcp.com/deployment/http.md): Deploy your FastMCP server over HTTP for remote access
- [Prefect Horizon](https://gofastmcp.com/deployment/prefect-horizon.md): The MCP platform from the FastMCP team
- [Running Your Server](https://gofastmcp.com/deployment/running-server.md): Learn how to run your FastMCP server locally for development and testing
- [Project Configuration](https://gofastmcp.com/deployment/server-configuration.md): Use fastmcp.json for portable, declarative project configuration
- [Contributing](https://gofastmcp.com/development/contributing.md): Development workflow for FastMCP contributors
- [Releases](https://gofastmcp.com/development/releases.md): FastMCP versioning and release process
- [Tests](https://gofastmcp.com/development/tests.md): Testing patterns and requirements for FastMCP
- [Upgrade Guide](https://gofastmcp.com/development/upgrade-guide.md): Migration instructions for upgrading between FastMCP versions
- [Installation](https://gofastmcp.com/getting-started/installation.md): Install FastMCP and verify your setup
- [Quickstart](https://gofastmcp.com/getting-started/quickstart.md)
- [Welcome to FastMCP 3.0!](https://gofastmcp.com/getting-started/welcome.md): The fast, Pythonic way to build MCP servers and clients.
- [Anthropic API 🤝 FastMCP](https://gofastmcp.com/integrations/anthropic.md): Connect FastMCP servers to the Anthropic API
- [Auth0 OAuth 🤝 FastMCP](https://gofastmcp.com/integrations/auth0.md): Secure your FastMCP server with Auth0 OAuth
- [AuthKit 🤝 FastMCP](https://gofastmcp.com/integrations/authkit.md): Secure your FastMCP server with AuthKit by WorkOS
- [AWS Cognito OAuth 🤝 FastMCP](https://gofastmcp.com/integrations/aws-cognito.md): Secure your FastMCP server with AWS Cognito user pools
- [Azure (Microsoft Entra ID) OAuth 🤝 FastMCP](https://gofastmcp.com/integrations/azure.md): Secure your FastMCP server with Azure/Microsoft Entra OAuth
- [ChatGPT 🤝 FastMCP](https://gofastmcp.com/integrations/chatgpt.md): Connect FastMCP servers to ChatGPT in Chat and Deep Research modes
- [Claude Code 🤝 FastMCP](https://gofastmcp.com/integrations/claude-code.md): Install and use FastMCP servers in Claude Code
- [Claude Desktop 🤝 FastMCP](https://gofastmcp.com/integrations/claude-desktop.md): Connect FastMCP servers to Claude Desktop
- [Cursor 🤝 FastMCP](https://gofastmcp.com/integrations/cursor.md): Install and use FastMCP servers in Cursor
- [Descope 🤝 FastMCP](https://gofastmcp.com/integrations/descope.md): Secure your FastMCP server with Descope
- [Discord OAuth 🤝 FastMCP](https://gofastmcp.com/integrations/discord.md): Secure your FastMCP server with Discord OAuth
- [Eunomia Authorization 🤝 FastMCP](https://gofastmcp.com/integrations/eunomia-authorization.md): Add policy-based authorization to your FastMCP servers with Eunomia
- [FastAPI 🤝 FastMCP](https://gofastmcp.com/integrations/fastapi.md): Integrate FastMCP with FastAPI applications
- [Gemini SDK 🤝 FastMCP](https://gofastmcp.com/integrations/gemini.md): Connect FastMCP servers to the Google Gemini SDK
- [Gemini CLI 🤝 FastMCP](https://gofastmcp.com/integrations/gemini-cli.md): Install and use FastMCP servers in Gemini CLI
- [GitHub OAuth 🤝 FastMCP](https://gofastmcp.com/integrations/github.md): Secure your FastMCP server with GitHub OAuth
- [Google OAuth 🤝 FastMCP](https://gofastmcp.com/integrations/google.md): Secure your FastMCP server with Google OAuth
- [MCP JSON Configuration 🤝 FastMCP](https://gofastmcp.com/integrations/mcp-json-configuration.md): Generate standard MCP configuration files for any compatible client
- [OCI IAM OAuth 🤝 FastMCP](https://gofastmcp.com/integrations/oci.md): Secure your FastMCP server with OCI IAM OAuth
- [OpenAI API 🤝 FastMCP](https://gofastmcp.com/integrations/openai.md): Connect FastMCP servers to the OpenAI API
- [OpenAPI 🤝 FastMCP](https://gofastmcp.com/integrations/openapi.md): Generate MCP servers from any OpenAPI specification
- [Permit.io Authorization 🤝 FastMCP](https://gofastmcp.com/integrations/permit.md): Add fine-grained authorization to your FastMCP servers with Permit.io
- [Scalekit 🤝 FastMCP](https://gofastmcp.com/integrations/scalekit.md): Secure your FastMCP server with Scalekit
- [Supabase 🤝 FastMCP](https://gofastmcp.com/integrations/supabase.md): Secure your FastMCP server with Supabase Auth
- [WorkOS 🤝 FastMCP](https://gofastmcp.com/integrations/workos.md): Authenticate FastMCP servers with WorkOS Connect
- [FastMCP CLI](https://gofastmcp.com/patterns/cli.md): Learn how to use the FastMCP command-line interface
- [Contrib Modules](https://gofastmcp.com/patterns/contrib.md): Community-contributed modules extending FastMCP
- [Testing your FastMCP Server](https://gofastmcp.com/patterns/testing.md): How to test your FastMCP server.
- [__init__](https://gofastmcp.com/python-sdk/fastmcp-cli-__init__.md)
- [cli](https://gofastmcp.com/python-sdk/fastmcp-cli-cli.md)
- [__init__](https://gofastmcp.com/python-sdk/fastmcp-cli-install-__init__.md)
- [claude_code](https://gofastmcp.com/python-sdk/fastmcp-cli-install-claude_code.md)
- [claude_desktop](https://gofastmcp.com/python-sdk/fastmcp-cli-install-claude_desktop.md)
- [cursor](https://gofastmcp.com/python-sdk/fastmcp-cli-install-cursor.md)
- [gemini_cli](https://gofastmcp.com/python-sdk/fastmcp-cli-install-gemini_cli.md)
- [mcp_json](https://gofastmcp.com/python-sdk/fastmcp-cli-install-mcp_json.md)
- [shared](https://gofastmcp.com/python-sdk/fastmcp-cli-install-shared.md)
- [run](https://gofastmcp.com/python-sdk/fastmcp-cli-run.md)
- [tasks](https://gofastmcp.com/python-sdk/fastmcp-cli-tasks.md)
- [__init__](https://gofastmcp.com/python-sdk/fastmcp-client-__init__.md)
- [__init__](https://gofastmcp.com/python-sdk/fastmcp-client-auth-__init__.md)
- [bearer](https://gofastmcp.com/python-sdk/fastmcp-client-auth-bearer.md)
- [oauth](https://gofastmcp.com/python-sdk/fastmcp-client-auth-oauth.md)
- [client](https://gofastmcp.com/python-sdk/fastmcp-client-client.md)
- [elicitation](https://gofastmcp.com/python-sdk/fastmcp-client-elicitation.md)
- [logging](https://gofastmcp.com/python-sdk/fastmcp-client-logging.md)
- [messages](https://gofastmcp.com/python-sdk/fastmcp-client-messages.md)
- [__init__](https://gofastmcp.com/python-sdk/fastmcp-client-mixins-__init__.md)
- [prompts](https://gofastmcp.com/python-sdk/fastmcp-client-mixins-prompts.md)
- [resources](https://gofastmcp.com/python-sdk/fastmcp-client-mixins-resources.md)
- [task_management](https://gofastmcp.com/python-sdk/fastmcp-client-mixins-task_management.md)
- [tools](https://gofastmcp.com/python-sdk/fastmcp-client-mixins-tools.md)
- [oauth_callback](https://gofastmcp.com/python-sdk/fastmcp-client-oauth_callback.md)
- [progress](https://gofastmcp.com/python-sdk/fastmcp-client-progress.md)
- [roots](https://gofastmcp.com/python-sdk/fastmcp-client-roots.md)
- [__init__](https://gofastmcp.com/python-sdk/fastmcp-client-sampling-__init__.md)
- [__init__](https://gofastmcp.com/python-sdk/fastmcp-client-sampling-handlers-__init__.md)
- [anthropic](https://gofastmcp.com/python-sdk/fastmcp-client-sampling-handlers-anthropic.md)
- [openai](https://gofastmcp.com/python-sdk/fastmcp-client-sampling-handlers-openai.md)
- [tasks](https://gofastmcp.com/python-sdk/fastmcp-client-tasks.md)
- [telemetry](https://gofastmcp.com/python-sdk/fastmcp-client-telemetry.md)
- [__init__](https://gofastmcp.com/python-sdk/fastmcp-client-transports-__init__.md)
- [base](https://gofastmcp.com/python-sdk/fastmcp-client-transports-base.md)
- [config](https://gofastmcp.com/python-sdk/fastmcp-client-transports-config.md)
- [http](https://gofastmcp.com/python-sdk/fastmcp-client-transports-http.md)
- [inference](https://gofastmcp.com/python-sdk/fastmcp-client-transports-inference.md)
- [memory](https://gofastmcp.com/python-sdk/fastmcp-client-transports-memory.md)
- [sse](https://gofastmcp.com/python-sdk/fastmcp-client-transports-sse.md)
- [stdio](https://gofastmcp.com/python-sdk/fastmcp-client-transports-stdio.md)
- [decorators](https://gofastmcp.com/python-sdk/fastmcp-decorators.md)What is llms.txt?
llms.txt is an open standard that helps AI language models understand your website. By placing a structured markdown file at /llms.txt, websites provide AI search engines like ChatGPT, Claude, and Perplexity with a clear map of their content, services, and documentation. Companies like FastMCP use it to ensure AI accurately represents their brand when answering user queries. Read the spec.
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