发现优秀的 MCP 服务器

mcp-agent-tool-adapter

使用现代 Agent 框架将 MCP 工具转换为协作式推理 Agent。

MCP MGit Server

Enables executing mgit push operations to manage and synchronize multiple Git repositories with batch commit and push capabilities. Supports multiple instances with repository isolation and operation logging.

Enterprise MCP Skill Hub

Enterprise MCP Skill Hub is a locally runnable reference implementation of a governed reusable skill layer for enterprise agents, exposing approved skills through FastAPI and an MCP-compatible adapter with tools, resources, and prompts.

mailmux

A self-hosted MCP server that unifies multiple IMAP/SMTP mailboxes into one agentic inbox, enabling agents to list, search, read, and send email through MCP tools.

BMAD-MCP

Orchestrates complete agile development workflows from product requirements to QA testing through role-based stages (PO → Architect → SM → Dev → Review → QA). Manages workflow state, generates role-specific prompts, and saves artifacts while integrating with multiple AI engines for comprehensive project delivery.

gmail-mcp

A secure, read-only Gmail investigation tool that provides both CLI and MCP server access, enabling Claude to search, read, and export emails without sending or modifying them.

MarkLogic MCP Server by CData

This read-only MCP Server allows you to connect to MarkLogic data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

mem0-custom-mcp

A custom MCP server that connects to self-hosted Mem0 API instances, enabling Claude Code to manage memories via custom endpoints.

Excel MCP Server

An MCP server for manipulating Excel files that features a headless engine for real-time formula calculation and data validation. It enables users to create, read, and manage workbooks, sheets, and charts without requiring Microsoft Excel installed.

mcp-supply-guard

Enables supply-chain integrity for MCP tools by locking tool-definition hashes after review and detecting added, removed, modified, or risky tool definitions.

prts-mcp

Arknights PRTS Wiki MCP Server — queries the PRTS Wiki API for full-text search and article extraction, and serves auto-synced operator archives, voice lines, and story/event scripts from game data. Designed for fan-creation AI agents that need accurate lore, character profiles, and in-character dialogue references.

Memory Custom

一个定制的 MCP 内存服务器，能够创建和管理知识图谱，并具有自定义内存路径和时间戳等功能，用于捕获通过语言模型进行的交互。

mcp-foursquare

Enables place search and discovery via the Foursquare Places API v3, allowing AI assistants to find venues, search near locations, look up place details, and get location context.

TracePII Shield MCP

Redacts PII from LLM traces and tool payloads before they leave review, enabling PII scanning, payload redaction, sensitive field classification, privacy receipts, and trace audit exports.

Grasp MCP Server

A Windows desktop control MCP server that gives Claude eyes and hands—screen capture with coordinate-grid overlays, pixel-perfect DPI-correct mouse/keyboard input via a Rust backend, and direct PowerShell command execution, enabling full local desktop automation through natural language.

text-to-sql-mcp

MCP server that translates natural-language questions into SQL, validates every query structurally, and executes approved read-only queries against a SQLite database, returning results and rejections.

Linkedin MCP Server

领英 API 的 MCP 服务器 (Lǐngyīng API de MCP fúwùqì) **Explanation:** * **领英 (Lǐngyīng):** LinkedIn (Chinese name) * **API:** API (commonly used as is in Chinese) * **的 (de):** Possessive particle, meaning "of" * **MCP 服务器 (MCP fúwùqì):** MCP Server (服务器 means server) Therefore, the whole translation means "An MCP Server for LinkedIn API".

mssql-mcp

Read-only MCP server for Microsoft SQL Server that retrieves connection details from AWS Secrets Manager, enabling database exploration and querying via natural language.

Postgres MCP Server

Enables chatting with PostgreSQL databases via MCP, with GitHub OAuth authentication and role-based access for read/write operations.

app-store-connect-mcp-server

一个 MCP 服务器，用于与 App Store Connect API 通信，为 iOS 开发者服务。

Zoho Timeline MCP Server

Enables Claude Desktop to interactively capture and analyze Zoho CRM timeline screenshots, automatically extracting timeline events, workflows, and functions through OCR and vision API, with export to JSON and Markdown formats.

Ask Samin

Enables users to search Samin Yasar's video library and receive full-video recommendations grounded in transcript evidence with links to exact matched caption cues.

Tableau MCP Server

Enables interaction with Tableau Cloud and Tableau Server through the REST API, supporting workbook management, view queries, extract refreshes, and content search operations.

ChainGPT MCP

Enables AI agents to access crypto-related information including latest news, prices, and market trends through ChainGPT capabilities.

Opus Growth MCP Connector

A hosted MCP server that enables managing Google Ads, Microsoft Advertising, TikTok Ads, LinkedIn Ads, and other Google services from ChatGPT, Claude, or any MCP client using natural language, with no code or API keys required.

msteams-local-mcp

Reads the local Microsoft Teams (v2) message cache and exposes it over MCP, enabling AI assistants to list accounts/conversations and search/read messages without Graph API or network.

TMDB MCP Server

使像 Claude 这样的人工智能助手能够与电影数据库 (TMDB) API 交互，从而提供搜索电影、检索电影详情以及生成定制电影评论和推荐的功能。

MCP Math Tools

Provides basic mathematical operations like addition, subtraction, multiplication, and division via the Model Context Protocol using stdio transport. This project serves as a complete reference implementation for a functional MCP server and client setup.

x402 MCP Server

Provides pay-per-use tools for AI agents like web screenshots and crypto intelligence using automatic USDC micropayments on the Base network. It simplifies access to premium APIs by handling blockchain transactions automatically when a payment is required.