发现优秀的 MCP 服务器

Easy MCP GitHub Tools Application

一套强大的工具，旨在通过 MCP 与 GitHub 无缝集成。

mcp-arabic-toolkit

MCP server exposing Arabic text utilities: normalisation, tashkeel stripping, transliteration, heuristic dialect detection, and token counting.

GrabInsurance MCP

Enables contextual insurance recommendation and quoting for e-commerce deals through natural language, with tools to classify deal intents, retrieve quotes, and generate promotional copy.

rag-mcp

A local hybrid-search MCP server that enables coding agents to query files and folders using natural language, returning relevant code chunks with exact source paths. Everything runs on-device with no API keys or network calls.

VisionPower

VisionPower enables AI agents to analyze images, read text from screenshots, and interpret charts using any OpenAI-compatible vision model. It supports local images, URLs, base64, and multiple images with order preservation.

excalidraw-mcp

MCP server for creating and managing Excalidraw diagrams, supporting elements, libraries, icons, import/export, and auto-layout flowcharts.

nUR MCP Server

An intelligent middleware system that enables natural language interactive control of Universal Robots collaborative robots, allowing users to connect to and control industrial robots through voice/text commands with MCP-compatible LLMs.

Research Citations MCP Server

An MCP server for searching and citing research papers using RAG, enabling semantic search, citation finding, and question answering over a collection of PDF papers.

wati-mcp-server

MCP server for WATI WhatsApp Business API enabling AI assistants to send messages, manage contacts, and handle media.

relayos-mcp

Enables Claude Code to orchestrate AI team tasks by delegating simple work to free models (Mimo, OpenCode) and using Claude for planning and review, all via MCP tools like command execution and AI queries.

raindrop-mcp-server

Enables Claude Code and other MCP clients to manage bookmarks, collections, and tags in Raindrop.io accounts via natural language.

gsap-mcp

A static code generation server for GSAP animations. It provides 18 tools to generate tween, timeline, easing, plugin effects (ScrollTrigger, SplitText, MorphSVG, etc.), and developer utilities without any GSAP runtime dependency.

mcp-research

Enables AI assistants to perform comprehensive web research through tiered search, secure URL fetching with markdown conversion, and automated multi-source synthesis pipelines. Provides read-only tools with configurable caching, SSRF protection, and optional LLM-powered summarization for search results and content analysis.

Daily Standup Digest Bot MCP Server

Exposes standup workflow tools (list members, start standup, record replies, list non-responders, generate digest) and skill resources via MCP, enabling AI agents to automate standup collection and summarization without direct Slack access.

fallpair-mcp

Sovereign, MIT-licensed MCP server wrapping the fallpair SDK for professional-service workflow tools, enabling discoverable, cryptographically signed operations.

BOIM WordPress Stack MCP

An MCP server providing WordPress development tools, code generation, and framework guides for Gutenberg blocks, GeneratePress themes, and WPCodebox snippets. It enables developers to generate standards-compliant code while following security and performance best practices.

Jachy MCP Server

A centralized automation hub that provides a unified interface for AI agents to interact with various services, currently featuring Discord forum post creation. It offers an extensible TypeScript architecture designed for easily adding new tool domains and integrating with platforms like Claude Desktop and Cursor.

session-watcher

Session Watcher treats your prompt cache as inventory — it uses EOQ theory to tell you whether the current context is still worth carrying, and when to restart. Works with any session-based coding agent.

agent-browser

A hardened local browser MCP server that drives your existing Chrome over the DevTools Protocol, providing token-efficient Markdown extraction and stealth features to avoid trivial automation detection.

talk-safeguard-mcp

Analyzes suspicious KakaoTalk messages and links using public data samples and rule-based risk scoring to classify scam types and generate safe action guides.

MCP Local Server

A minimal Model Context Protocol server that provides basic utility tools including mathematical operations, text processing, hashing, and JSON validation. Implements JSON-RPC stdio transport for local testing and development.

Airtable MCP Pro

Enables comprehensive interaction with Airtable databases through MCP for ChatGPT Business/Projects. Supports full CRUD operations, querying, searching, and database management with pagination, filtering, and per-user authentication.

kr-gov-job-mcp

This MCP server helps users prepare for Korean public institution jobs by integrating job postings, job descriptions, NCS competencies, and institutional analysis from various sources like ALIO and 클린아이.

qualien-mcp

A composite MCP gateway that aggregates multiple MCP servers into one endpoint for SDET/QE workflows, with curated tool namespacing, central safety guardrails, and composite tools like API-vs-DB verification.

CL Razorpay MCP Server

Integrates with Razorpay's payment infrastructure to manage orders, process payments, handle refunds, and query settlements via the Model Context Protocol. Features stateless, multi-tenant architecture with secure per-request authentication using API keys.

vscode-playwright-mcp

Gives LLMs full control over VS Code — click UI elements, type code, run commands, take screenshots, read editor state, and record GIFs.

mcp-code-reviewer

An MCP server for automatic code review using OpenRouter, enabling performance, clean code, SOLID, async, error handling, and security analysis with direct file modification.

FastAPI MCP Math and Tool Registration Demo

A FastAPI-integrated MCP server that provides mathematical operations like addition and multiplication using Pandas for data manipulation. It serves as a comprehensive example for implementing different tool registration patterns and real-time communication via Server-Sent Events.

xhs-mcp

MCP server for Xiaohongshu (xiaohongshu.com) enabling login, note/video publishing, search, recommendations, and comment management via CLI or MCP protocol.

Sapphire User MCP Server

Exposes user profile data from the Sapphire Wellness App to AI assistants, including health alerts, personalized recommendations, and partner service subscriptions.