发现优秀的 MCP 服务器

qtm4j-mcp-server

MCP server for QTM4J (QMetry Test Management for Jira) Open API, enabling test case and cycle management via natural language.

MCPJuliaServer

A Julia-based MCP server providing tools for database operations, file management, and database administration, with HTTP bridge support for Windows Claude Desktop integration.

git-insights-mcp

A local-only MCP server that exposes git repository history, diffs, and status as tools for LLM clients, working entirely against a local git repo on disk.

MCP Basic Create Tool

A minimal MCP server using FastMCP to demonstrate tool creation, including a get_weather example.

Cedardiff MCP Server

Implements CEDARScript, a SQL-like language for code manipulation.

MCP Autostarter

An intelligent MCP server that enables seamless restarting of Claude's MCP handler process without disrupting the UI, allowing for plugin reloading without closing the entire Claude Desktop application.

DingTalk MCP Server V2

一个用于与钉钉集成的模型控制协议服务器，使用户能够通过 Claude 发送消息、检索会话/用户信息以及查询日历事件。

Git MCP

Enables comprehensive Git and GitHub operations through 30 DevOps tools including repository management, file operations, workflows, and advanced Git features. Provides complete Git functionality without external dependencies for seamless integration with Gitea and GitHub platforms.

memoryadapter

An MCP server that enables verified agents to retrieve from, propose changes to, and share capabilities around a human-owned Markdown/Git knowledge base, ensuring curation, exact-byte approval, and Git-based promotion.

OpenAPI MCP Server

一个服务器，它使大型语言模型能够通过模型上下文协议发现和交互由 OpenAPI 规范定义的 REST API。

@suncreation/mcp-google-docs

MCP server for Google Docs, Sheets & Drive with full formatting support.

Python MCP Server

**python-mcp-server** 项目是一个基于 Flask 的 Web 服务器，旨在与 Minecraft 交互，很可能是一个用于管理 Minecraft 服务器、插件或玩家数据的更大型系统的一部分。

cicash

MCP server for CIcash, a budget system that lets AI agents spend within bounded, expiring, revocable budgets. Provides tools for budget checks, quotes, payments, delegation, and receipts, with the private key kept server-side.

red_monitoreo_chile

A remote MCP server that centralizes the catalog of monitoring stations from three Chilean networks (DGA, DMC, Agromet) with geometry and extraction protocol, enabling agents to locate stations and fetch real data from the original sources.

aidemd-mcp/server

Structured .aide spec files that give AI agents progressive disclosure into your codebase architecture via MCP.

Enhanced Cognee

Enterprise-grade AI memory infrastructure with multi-agent support, providing 122 MCP tools for memory management, agent coordination, and cross-language SDKs.

boldsign

boldsign

Schema.gov.it MCP Server

Enables AI agents to semantically explore and analyze the Italian government data catalog (schema.gov.it), including ontologies, vocabularies, datasets, and data quality checks.

mcp-recipes

An MCP server that searches and reads recipes from multiple sources simultaneously, merges the results, and rescales ingredient quantities for any number of servings in French and English.

Intercom MCP Server

Enables AI agents to manage Intercom support workflows, including searching and updating contacts, handling conversations, assigning and closing tickets, and logging notes.

mcp-gateway

MCP server that enables AI agents to simulate EVM bytecode and probe capabilities, serving as a gateway to an Ethereum execution engine.

Pirsch Analytics MCP Server

Enables natural language analytics queries for Pirsch Analytics, providing comprehensive website traffic statistics, period comparisons, and trend analysis through an MCP interface.

MCP Claude Spotify

An integration that allows Claude Desktop to interact with Spotify, enabling users to control playback, search music, manage playlists, and get recommendations through natural language commands.

video-transcribe-mcp

一个集成了 Optivus 的 MCP 服务器实现，为 LLM 提供视频转录功能（例如 YouTube、Facebook、Tiktok 等）。

openqa-mcp

Enables interaction with openQA instances through the REST API, offering read tools for jobs, machines, and test suites, as well as mutating tools like restart and cancel with optional authentication.

us-law-mcp

MCP server for U.S. federal law that enables searching the U.S. Code, CFR, Federal Register, case law, and bills, with citation verification against primary sources to prevent hallucinations.

Discourse MCP

Enables AI agents to interact with Discourse forums through search, reading topics/posts, managing categories and tags, chat channels, and optionally creating content with safeguarded write operations.

Bokicast MCP Server

An MCP server that visualizes bookkeeping elements like journal entries and T-accounts, enabling AI characters to autonomously teach and solve bookkeeping problems.

agenticmemory

Persistent memory MCP server for AI agents that stores, recalls, and searches conversation history, key-value context, and long-term entries across sessions with semantic search and FIFO queues.

GitLab MCP Server

An MCP server that provides comprehensive access to the GitLab API for project management, repository operations, and issue tracking. It enables users to perform file operations, manage branches, and coordinate organization-wide workflows through project and group-level milestones.