发现优秀的 MCP 服务器

Airsup MCP Server

Enables ChatGPT to discover and communicate with AI agents hosted on official websites via discovery metadata and conversational endpoints.

MCP Foundry

Turns any codebase into a working MCP server by analyzing GitHub repos or uploaded code, discovering capabilities, and generating a runnable FastMCP server with curated connections.

hayate-mcp

Mounts MCP servers into Python web apps (ASGI/Workers) with Streamable HTTP transport, session management, and optional OAuth2 authorization.

StatelyDB MCP Server

A Model Context Protocol (MCP) server that integrates with the StatelyDB CLI to enable AI assistants to validate and manage StatelyDB schemas.

mcp-nih-reporter

Access data on every NIH-funded research project. Free and no authentication required.

Outsite Availability MCP

Enables read-only research of public Outsite locations, quoted stay rates, and individual room calendars.

cursor-mcp

A FastMCP server for Cursor platform APIs enabling spend guardrails, cloud agent monitoring, and inter-agent inbox messaging.

cockpit-mcp

Accounting automation MCP server for Japanese tax firms. Two-stage classifier (keyword + Claude AI) with TaxRuleEngine for consumption tax, withholding, invoice system, and confidence-based routing.

leveret

Self-hosted MCP engine for private code reviews, providing deterministic static analysis and AST-level search over diffs, with findings passed to a review agent of your choice.

imessage-mcp

macOS-only MCP server that exposes iMessage history to Claude and exports per-chat conversations into an Obsidian vault.

mcp-ankiconnect

Connects Claude to Anki flashcard software via AnkiConnect, enabling users to review due cards, create flashcards, and manage spaced repetition learning through natural language conversations.

Blueprint MCP

An MCP server that enables AI assistants to control a real browser with your existing sessions and extensions, avoiding bot detection and authentication hurdles.

mcp-blotato-higgsfield

MCP server that combines Higgsfield AI image/video generation with direct native posting to X, YouTube, Instagram, Facebook, and Bluesky, including a composite generate_and_post tool.

Revit API MCP

Direct access to the Revit API docs and related content.

tiacommander-mcp

MCP server that connects AI assistants to Siemens TIA Portal via the Openness API. AI-assisted PLC programming, project management, hardware configuration, cross-reference analysis, and deployment. 16 tools, 166 actions.

Ori Mnemos

Open-source persistent memory infrastructure for AI agents.

MCP-data-inclusion

MCP server that exposes French public APIs (Data Inclusion, Légifrance, La Bonne Alternance) as tools for LLMs, enabling social, legal, and employment assistance.

MikroCLAW

MCP server that enables Claude Code to access, monitor, and manage MikroTik RouterOS devices via its REST API, with 92 tools for read-only and optional write operations.

bell-mcp

A local MCP server that rings a bell through your speakers to provide audible notifications when AI completes tasks or needs attention.

Cronometer MCP server

Enables reading and writing your Cronometer food diary from Claude.ai and Claude Code, including food entries, notes, biometrics, exercises, and fasts.

AI FileSystem MCP

Provides intelligent file system operations with advanced features including code analysis and modification across multiple languages, version control (Git/GitHub), file compression, encryption, semantic search, batch operations, and secure shell command execution.

fj-mcp

MCP server for Forgejo that exposes tools for pull requests, repositories, and issues, leveraging the local fj CLI.

gramax-docportal-mcp

MCP server for accessing Gramax documentation portal. Enables searching articles, getting content, and navigation through natural language.

MiaoMcp

Integrates local FastMCP tools and multiple remote MCP services into Xiaozhi, providing calculator and current time utilities.

LCSH MCP Server

Allows AI assistants to search the Library of Congress Subject Headings (LCSH) through a simple API interface, making it easy to query and retrieve official subject headings and related terms.

Multi-Platform Ads MCP Server

Manages advertisements across multiple platforms including Facebook, Google, and TikTok with a unified interface for campaign performance monitoring and status management.

@a-bonus/redmine-mcp

MCP server for Redmine that enables interaction with issues, wiki pages, and time entries through natural language.

Mavis MCP Server

Exposes the Mavis multi-agent system as an MCP server, enabling Claude Code and other MCP clients to manage sessions, spawn agents, orchestrate team tasks, and perform code reviews, memory searches, and cron scheduling via natural language.

Twitch-MCP-Smithery

A comprehensive Twitch MCP (Model Context Protocol) server providing chat moderation, stream management, and Twitch API integration for AI systems.