发现优秀的 MCP 服务器

Research Powerpack MCP

Enables AI assistants to perform comprehensive research by searching Google, mining Reddit discussions, scraping web content with JS rendering, and synthesizing findings with citations into structured context.

mcp-federated-data

Federated MCP server that joins relational metadata (MySQL) with timeseries values (InfluxDB) behind a single, LLM-friendly entity layer.

Claude Team MCP Server

Enables Claude Code to orchestrate a team of independent Claude Code sessions within iTerm2 for parallel task execution and isolated git worktree management. It provides tools to spawn, monitor, and message worker sessions while maintaining full visibility and control over their terminal windows.

mcp-codexreview

Provides MCP tools to review git changes using OpenAI Codex CLI, enabling code review of unstaged, staged, or last-commit changes.

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.

MCP Vision Relay

Wraps local multimodal CLIs (Google Gemini CLI and Qwen CLI) as MCP tools, enabling text-only AI assistants like Claude to analyze images through relay calls. Supports local paths, URLs, and base64 image inputs with configurable models and output formats.

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.

raindrop-mcp

雨滴的MCP (Yǔdī de MCP)

mcp-injector

Persistent daemon that compresses codebases via AST body folding before indexing them for AI coding assistants like Claude Code and Cursor 57-89% token reduction with sub-millisecond queries, verified on Django, Spring, and Next.js.

MCP Argo Server

一个用 Go 语言编写的、用于运行 Argo 工作流的 MCP 服务器。

TunnelHub MCP

Connects MCP clients to TunnelHub to monitor automations, inspect executions, and analyze logs or traces. It enables users to manage environments and troubleshoot integration failures through natural language commands.

MCP Server

A local middleware Node.js application for Windows that enables seamless communication between LLM-based tools like Copilot Agents, providing access to local guide files and custom prompts through built-in tools.

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.

Cedardiff MCP Server

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

kryonex-mcp

A TypeScript-based MCP server implementing a simple notes system with resources, tools for creating notes, and prompts for summarization.

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.

platform-adapter-mcp

Wraps multiple bug bounty platform APIs (HackerOne, Bugcrowd, etc.) behind a uniform MCP tool surface, enabling LLM agents to query programs, scope, and briefs across platforms through a single interface.

che-blender-mcp

Enables executing Python scripts, rendering scenes, and controlling 3D objects in Blender via Claude, with support for Cycles and EEVEE engines.

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.

MCP Basic Create Tool

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

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.

Incident Triage MCP

Incident Triage MCP is a Model Context Protocol (MCP) server for incident triage. It provides safe, auditable tools for evidence retrieval, deterministic summaries, ticket workflows, and notifications.

@suncreation/mcp-google-docs

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

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。

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。

Google Chat MCP Server

Enables interaction with Google Chat via MCP using the internal Dynamite API, allowing listing spaces, reading and sending messages, and managing DMs. No Google Cloud Console setup required.

qtm4j-mcp-server

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

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.

AgentLens MCP Server

Enables AI agents to access observability and evaluation data, including run history, span traces, LLM-as-judge evaluation results, and regression reports.

aidemd-mcp/server

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