发现优秀的 MCP 服务器

git-repo-analyzer-mcp

Enables analysis of local Git repositories via standard git commands, providing insights like line authorship, commit frequency, code churn, and co-changed files.

Open Ai21 MCP Server

Provides access to Open Ai21 API services including chatbots (GPT-3.5, Claude 3, Llama 3), text-to-image generation, image background removal, text-to-speech, question answering, and text summarization capabilities.

Ollama MCP Domain Expert Delegation

An MCP server that lets AI agents delegate domain-specific tasks to local Ollama models, using purpose-built specialists for structured tasks like config generation, parsing, and validation.

MCP Toolkit

一个全面的模型上下文协议服务器实现，使 AI 助手能够在保持安全和控制的同时，与文件系统、数据库、GitHub 仓库、Web 资源和系统工具进行交互。

Shopify Admin MCP

A Model Context Protocol server that enables managing Shopify store operations including products, collections, discounts, blogs, themes, and navigation through the Shopify Admin API.

AI Customer Service MCP Server

A customer service MCP server that enables order lookup by phone number and store location queries by coordinates. Supports Excel data import and provides comprehensive customer service tools for order management and store information retrieval.

ds-mcp-sync

Syncs design tokens and components from Figma to a Design System codebase, enabling automated generation of React components and Storybook stories.

threenative-asset-mcp

An MCP server for searching, browsing, and downloading free assets from the Fab marketplace, with browser fallback for verification and guarded downloads.

chrome-devtools-slim

A token-optimized MCP server that groups Chrome Devtools tools into 8 semantic operations, reducing context window tokens by 69.5% while preserving full functionality.

Food MCP Server

Provides comprehensive food hierarchy and nutrition data through structured tools that enable searching foods, browsing categories, and retrieving detailed nutritional information from a MongoDB Atlas database.

Spruthub MCP Server

Enables control of Sprut.hub smart home devices through dynamic API discovery and schema validation.

YouTube Info MCP Server

Extracts YouTube video metadata and transcripts without requiring API keys, enabling users to retrieve video information, captions, and timestamps through web scraping with built-in caching and error handling.

TronRental MCP Server

Enables AI agents to interact with the TronRental API to register, fund accounts, and purchase TRON energy for reducing USDT transfer fees by up to 80%.

mcp-dreamlaunchers-in

DREAM LAUNCHERS INTERIORS PRIVATE LIMITED

GitPilot MCP

An autonomous agent that automates GitHub contributions end-to-end, from issue analysis and code changes to pull requests, conflict resolution, and review updates.

mail-mcp

An MCP server for email operations supporting IMAP and SMTP protocols, enabling sending, receiving, searching, and managing emails with attachments.

AWS Instances MCP (Model Context Protocol) Server

用于连接 MCP 客户端（例如 Claude Desktop）的 MCP（模型上下文协议）服务器。

microbeFunction_mcp

Supports querying and downloading MGnify genome data and performing KEGG functional annotation and module completeness analysis for microbial genomes.

agent-bus-mcp

A local MCP server that connects AI coding agents (Claude Code, Codex, Cursor, etc.) on the same machine via a shared message bus, enabling them to chat, delegate tasks, and collaborate privately without cloud or internet.

Page Design Guide MCP

Provides comprehensive design principles and best practices to help LLMs generate modern, accessible web pages through guidance on layouts, colors, and typography. It enables users to review design approaches and access expert recommendations for responsive design, component structure, and current industry trends.

compass-mcp

Provides LLMs with access to EU financial, crypto and AI regulation via Compass API, enabling retrieval of verbatim provisions and verification of quotes.

@inscada/mcp-server

Enables AI assistants to interact with inSCADA systems via the Model Context Protocol, providing 39 tools for live data, alarms, scripts, historical analysis, charts, and more.

vastai-mcp

MCP server that wraps the Vast.ai REST API to enable LLM agents to search GPU marketplace, rent machines, manage instance lifecycle, run commands, and inspect billing.

universal-mail-mcp

A cross-platform MCP server that provides Claude with email access via IMAP, supporting multiple email providers and account management.

Scribe

Enables AI assistants to securely manage Google Calendar events using natural language, including scheduling, rescheduling, deleting, and searching events.

MCP-Shield

MCP 服务器的安全扫描器

MCP Tutorials

Okay, here's a translation of "Tutorial for MCP Server" into Chinese, along with some options depending on the specific nuance you want to convey: **Option 1 (Most General):** * **MCP服务器教程 (MCP fúwùqì jiàochéng)** - This is a straightforward and common translation. It means "MCP Server Tutorial." **Option 2 (More Emphasis on "How To"):** * **如何搭建MCP服务器 (Rúhé dājiàn MCP fúwùqì)** - This translates to "How to Set Up an MCP Server." It's good if the tutorial focuses on the practical steps of setting up the server. **Option 3 (More Emphasis on "Guide"):** * **MCP服务器指南 (MCP fúwùqì zhǐnán)** - This translates to "MCP Server Guide." It suggests a more comprehensive and informative resource. **Option 4 (If the tutorial is for modding):** * **MCP服务器模组开发教程 (MCP fúwùqì mózǔ kāifā jiàochéng)** - This translates to "MCP Server Mod Development Tutorial." Use this if the tutorial is specifically about creating mods for an MCP server. **Which option is best depends on the content of the tutorial.** If it's a general guide on setting up and using an MCP server, Option 1 or 3 is suitable. If it's a step-by-step setup guide, Option 2 is better. If it's about modding, use Option 4. Therefore, without knowing the exact content, I recommend using **MCP服务器教程 (MCP fúwùqì jiàochéng)** as the safest and most general translation.

ChessAgine MCP

Enables comprehensive chess analysis through Stockfish engine integration, positional evaluation, puzzle training, game review, and access to extensive chess databases. Provides visual board rendering, interactive game viewers, and tactical puzzle training with 3+ million problems from Lichess.

re-mcp

A multi-backend MCP server that exposes binary analysis capabilities from IDA Pro and Ghidra, allowing LLMs to directly drive reverse-engineering tools via natural language.

MT5 MCP Server

Enables interaction with MetaTrader 5 for market data, technical analysis, Fibonacci calculations, and trading via MCP clients such as Claude.