发现优秀的 MCP 服务器

Apple MCP

一个工具集合，使 Claude AI 和 Cursor 能够通过模型上下文协议访问原生 macOS 应用程序，例如“信息”、“备忘录”、“通讯录”、“邮件”、“提醒事项”、“日历”和“地图”。

abilities-mcp

Open-source MCP bridge that connects any AI client to your WordPress sites through the WordPress Abilities API. Supports multi-site routing, OAuth 2.1 or Application Password authentication, and zero npm dependencies.

Unstructured API MCP Server

一个 MCP 服务器实现，它能够与 Unstructured API 交互，并提供列出、创建、更新和管理源、目标和工作流的工具。

codedev-mcp

A universal code development MCP server that provides 33 tools for searching, analyzing, and navigating codebases across 40+ languages, with features like semantic search, security scanning, and dependency analysis, all without requiring any API keys.

mcp-memory-graph

Local-first memory for Claude Code and any MCP client: hybrid vector + keyword search and a bi-temporal knowledge graph in one SQLite file. Local embeddings, no API key, $0/token.

mcp-archimate

An MCP server that lets AI agents build, validate, and export ArchiMate models using 45 tools, 9 resources, and 4 guided prompts.

gitlab-agent-mcp

MCP server enabling AI assistants to understand GitLab repositories through on-demand source code analysis using specialized AI agents.

PRDforge

Enables Claude to read and write product requirement documents section by section via 33 MCP tools, drastically reducing token consumption by loading only relevant sections and summaries instead of the full document.

EasyQuote MCP Server

Enables AI agents to access real-time and historical stock market data for A-shares, Hong Kong, US, and global markets, including quotes, K-lines, fund flows, fundamentals, and board data, via a Python SDK and MCP protocol.

RAGmonsters Custom PostgreSQL MCP Server

A domain-specific MCP server that provides optimized API access to the RAGmonsters fictional monster dataset, enabling more efficient and secure interactions compared to generic SQL queries.

comfyui-mcp

通过MCP协议调用ComfyUI加载并执行工作流，支持文生图、图编辑、放大、去背景等场景。

pm2-mcp

An MCP server that gives agents structured read and limited write access to PM2 services.

Wikipedia MCP Image Crawler

一个维基百科图片搜索工具。它遵循知识共享许可协议，并通过 Claude Desktop/Cline 在你的项目中使用这些图片。

My First MCP Server

我的第一个 MCP 服务器

django-admin-mcp

Provides read-only access to Django admin data over MCP, scoped to the signed-in staff user's permissions and respecting all ModelAdmin-level controls.

TONOracle

11 MCP tools for DeFi risk & compliance on TON

eRegulations MCP Server

一个模型上下文协议（Model Context Protocol）服务器的实现，该实现提供结构化的、对人工智能友好的方式来访问电子法规（eRegulations）数据，从而使人工智能模型更容易回答用户关于行政程序的问题。

touchstone-mcp

Local MCP server that signs and records agent actions into a tamper-evident log using Ed25519 keys for frictionless integration with Touchstone.

WeChat MCP Server

Enables automation of WeChat on macOS through the Accessibility API, allowing LLMs to fetch recent messages from contacts and send replies based on conversation history.

Lara Translate MCP Server

一个MCP服务器，通过Lara Translate API提供机器翻译功能，具有语言检测和在多种语言对之间进行上下文感知翻译的能力。

deixis

A visual surface for terminal Claude Code that provides a persistent dashboard the agent curates itself, per-session telemetry with cost, and a menu bar glyph for status.

Microsoft SQL Server MCP

Enables interaction with Microsoft SQL Server databases through T-SQL query execution, table exploration, and schema inspection. Supports configurable write protection and row limiting for safe database operations.

MCP Server Playground

A learning project that wraps a FastAPI app with endpoints for random facts and Japan FAQs as MCP tools, enabling LLMs to call them via LiteLLM proxy.

mcp-phone

Validates phone numbers and provides country calling codes, enabling AI agents to look up international dialing codes and filter by country name, ISO code, or calling code.

reelier

Record an agent's MCP tool-call workflow once, replay it deterministically for zero tokens, and get a receipt — a snapshot-testing and deterministic-execution layer for Agent Skills.

github-ruleset-mcp

An MCP server that lets Claude (or any MCP client) manage GitHub branch protection rulesets programmatically.

MCP Prompt Server

一个基于模型上下文协议的服务器，为代码审查和 API 文档生成等任务提供预定义的提示模板，从而在 Cursor/Windsurf 编辑器中实现更高效的工作流程。

Code Execution MCP

Enables efficient AI agent operations through sandboxed Python code execution with progressive tool discovery, PII tokenization, and skills persistence, achieving up to 98.7% token reduction by processing data in a sandbox rather than in context.

Cleyrop MCP

MCP server to interact with Cleyrop work data: browse, search, read file content, and manage files/folders.