发现优秀的 MCP 服务器

MCP Test MCP

A specialized testing harness that enables AI assistants to thoroughly test other MCP servers by connecting to them, discovering their tools/resources/prompts, executing test calls, and performing end-to-end validation with LLM integration.

Zentao Bug MCP

MCP server for Zentao that reads bugs, extracts reproduction steps, and allows AI to update bug status after fixing.

Tapatalk MCP Server

Connects AI assistants to thousands of Tapatalk-enabled forums, enabling browsing, reading, searching, and optional posting.

RETICOLO MCP

MCP server for the RETICOLO V10 rigorous coupled-wave analysis solver, enabling agents to compute RCWA spectra, convergence scans, and field maps via MATLAB Engine API without launching the MATLAB desktop.

io.github.arpe-io/fasttransfer-mcp

MCP server wrapping FastTransfer for efficient data transfer between databases with safety previews.

mcp-csv

Converts CSV to JSON and JSON to CSV offline, supporting RFC 4180 with header detection and custom delimiters.

Moatless MCP Server

A Model Context Protocol (MCP) server for advanced code analysis and editing with semantic search capabilities, enabling AI assistants to perform complex code operations through a standardized interface.

mcp-server-datahub

DataHub 的官方 MCP 服务器 (

fabric-mcp-server

Enables read-only access to Microsoft Fabric data-pipeline run history and DAX queries against semantic models, with optional write mode for pipeline execution and dataset refresh.

content-core

Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word docs, YouTube transcripts, and more with structured JSON responses.

Super-Productivity-MCP

An MCP server that connects AI assistants to Super Productivity for managing tasks, projects, and tags. Supports quick capture, batch triage, and full planning sessions through natural language.

Vibe Coding Documentation MCP (MUSE)

Automatically collects, summarizes, and documents code from vibe coding sessions, generating multiple document types (README, DESIGN, TUTORIAL, etc.) and publishing them to platforms like Notion, GitHub Wiki, and Obsidian.

crewmail

File-based MCP server for AI coding agents to coordinate via inbox messaging and human escalation.

Pomodoro AI MCP

Pomodoro AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

FastPostgresMCP

一个速度极快的 MCP 服务器，它使 AI 代理能够与多个 PostgreSQL 数据库交互，并提供列出表、检查模式、执行查询和运行事务的功能。

mcp-law-feeds

Enables listing, reading, and fetching curated law and courts RSS/Atom feeds with keyword filtering and fallback proxy support.

swiftsign-mcp

E-signature for AI agents. An MCP server that lets Claude Code, Cursor, Zed, or any MCP-aware agent prepare, send, track, and seal legally binding documents without a human ever touching a mouse.

LimeAI MCP Server

MCP server for integrating LimeAI capabilities into your workflow. Enables access to LimeAI's AI services through the Model Context Protocol.

CNKI MCP Server

Enables AI assistants to search and retrieve paper information from CNKI (China National Knowledge Infrastructure), supporting 15 search types, pagination, sorting, and detailed metadata extraction.

YouTrack MCP Server

Enables AI assistants to interact with JetBrains YouTrack 2025.2 for managing issues, sprints, dependencies, time tracking, and knowledge base content. Supports CRUD operations, bulk commands, analytics with Gantt charts and critical path analysis, and covers ~80% of the YouTrack REST API.

ru-finance

MCP server providing financial data from Moscow Exchange and Bank of Russia, including quotes, bond metrics, interest rates, and portfolio analysis. Enables AI agents to analyze Russian financial markets through natural language.

tealium-mcp-server

Enables Tealium data layer validation, debugging, documentation generation, and code generation through natural language, assisting tag management specialists and analytics engineers.

local-Rag

A local-first document retrieval MCP server that enables AI coding tools like Codex to search private local documents via semantic search and keyword boost, supporting ingestion of PDF, DOCX, TXT, Markdown, and HTML files.

re-binary-diff

Enables read-only binary diff and fingerprinting of files without writing to disk, providing structured diffs and per-section SHA-256 hashes.

BeeBoo MCP Server

Enables AI agents to interact with BeeBoo's human-in-the-loop infrastructure for managing knowledge bases, requesting human approvals, and tracking work requests. It provides tools for semantic search, authorization workflows, and task creation across platforms like Claude and Cursor.

Nokia SR OS gNMI MCP Server

MCP server for managing Nokia SR OS devices via gNMI (gRPC) from Claude Desktop.

mcp-plex

MCP server for Plex Media Server, focused on media discovery, search, library management, and playback control.

Oura-MCP

Ask your Oura Ring about sleep, readiness, activity, stress and heart rate in ChatGPT or Claude, in any language. Read-only, 10 task-oriented tools; runs in a sandbox demo mode with no credentials.

argus

Chrome DevTools Protocol MCP server for browser debugging with tools for console, network, screenshots, and DOM interaction.