AI / ML
| Server | Language | Stars | Downloads |
|---|---|---|---|
| fastmcp-credentials Credential injection middleware for FastMCP servers — keeps secrets out of the LLM | Python | — | — |
| fastmcp-email-server FastMCP 邮件收发 MCP 服务器 | Python | — | — |
| fastmcp-extensions Unofficial extension library for FastMCP 2.0 with patterns, practices, and utilities | Python | — | — |
| fastmcp-file-server Secure MCP file server with multi-tier authentication | Python | — | — |
| fastmcp-gateway Progressive tool discovery gateway for MCP, built on FastMCP | Python | — | — |
| fastmcp-google-calendar-pro Manage Google Calendar events with tools for creating, listing, searching, and checking availability | Python | — | — |
| fastmcp-langchain-adaptor Seamless integration between FastMCP and LangChain - convert MCP tools to LangChain StructuredTools | Python | — | — |
| fastmcp-threatintel AI-Powered Threat Intelligence MCP tool | Python | 37 | — |
| fastmcp-time-service 基于SSE传输的MCP时间服务器，提供多时区时间查询功能 | Python | — | — |
| fastmcp-ts fastmcp-ts | TypeScript | 1 | — |
| Fathom Analytics Access your Fathom Analytics data effortlessly through an AI assistant. Retrieve account details, manage sites, and generate insightful reports with real-time visitor tracking. Enhance your analytics experience with flexible tools designed for seamless integration. | — | — | — |
| fathom-mcp Model Context Protocol server for Fathom AI - access meeting recordings, transcripts, summaries, teams, and webhooks | Python | 15 | — |
| FCC Broadband Map Broadband availability, providers, speeds, and BEAD classification from the FCC | — | — | — |
| fce-mcp-server Official Model Context Protocol (MCP) server for FreeCustom.Email - AI-native email workflows | TypeScript | — | — |
| fcpxml-mcp-server 🎬 The first AI-powered MCP server for Final Cut Pro XML. Control your edits with natural language. | Python | 44 | — |
| FDA Drugs Data Access Server Provide seamless access to comprehensive FDA drug data through intuitive search and detailed information retrieval. Enable discovery of drugs by name, indication, similarity, and application history to support informed decision-making. Facilitate exploration of approved drugs with a focus on clinical and regulatory insights. | — | — | — |
| FDIC BankFind Bank financials, branch locations, deposit data, and failure history from FDIC | — | — | — |
| Feishu-MCP Feishu / Lark 飞书文档与任务管理工具，支持 MCP 服务器和 CLI + Skill 两种使用方式，可无缝集成 Cursor、Claude Code、Cline 等 AI 编码工具 | TypeScript | 630 | — |
| Feishu Tokens Manage Feishu app and user access tokens with ease. Fetch valid app tokens and refresh user tokens automatically when needed. Streamline authentication for your Feishu integrations with clear expiry details. | — | — | — |
| Felix-MCP Streamline your workflow with Felix. Integrate it into your workspace and tailor its behavior to your needs. | — | — | — |
| Fermat Perform advanced mathematical computations including numerical and symbolic calculations, and generate various types of plots. Leverage integrations with NumPy, SymPy, and Matplotlib to handle algebra, calculus, linear algebra, statistics, and data visualization tasks efficiently. Enhance your workflows with a powerful MCP server tailored for mathematical and plotting operations. | — | — | — |
| Festival Finder Discover festivals worldwide by location, date, and genre. Compare options with key details like dates, venues, and lineups to plan your trip. Save time finding events that match your interests. | — | — | — |
| fetchpet-mcp-server MCP server for Fetch Pet insurance claims management with Playwright automation | TypeScript | — | — |
| ffmpeg-mcp-lite MCP server for video/audio processing via FFmpeg - convert, compress, trim, extract audio, add subtitles | Python | 24 | — |
| fhir-mcp-server FHIR MCP Server for handling medical data standard. | Python | 79 | — |