发现优秀的 MCP 服务器

mackerel-mcp-server

Mackerel 监控服务的 MCP 服务器实现。

tally-mcp

A read-only MCP server that connects Claude Desktop to TallyPrime, enabling natural-language auditing and analysis of accounting data directly from the local Tally installation.

PptxGenJS MCP Server

基于 PptxGenJS 的 MCP 服务器，提供 PowerPoint 演示文稿创建和编辑功能，支持幻灯片操作、内容添加及多种启动模式。

Nager MCP v102 MCP Server

Provides access to the Nager.Date API through the Model Context Protocol, allowing AI agents to query worldwide public holiday information. It enables seamless integration of holiday data into LLM workflows using standardized tools.

Fact-Checker MCP Server

This MCP server enables AI agents to extract, verify, and cache factual claims from text using Claude Haiku and semantic fingerprinting, with tools for content verification, signal verification, and fact memory search.

github-mcp-server-js

A GitHub MCP server enabling repository, issue, and pull request management through natural language, built on octokit.js and the MCP TypeScript SDK.

Konsilium

Enables privacy-first medical document analysis with multi-perspective AI review. Ingest documents, run consilium reviews, generate doctor letters, and search patient memory—all through natural language.

Slack User MCP Server

作为一个用户，可以通过 Slack API 与 Slack 工作区进行交互，支持频道列表、消息发布、消息串、回复、以及用户管理。

RemoteXG MCP Server

Enables LLMs to perform distributed XGBoost training via the Model Context Protocol, allowing gradient-boosted tree model training directly from AI assistants.

MCP OpenClaw

An MCP server that integrates with the OpenClaw API to enable AI assistants to send messages across multiple platforms, execute system commands, and manage calendar events and emails.

IWL MCP Server

Enables seamless integration between GitHub, Obsidian, and AI assistants (Claude/ChatGPT) for managing documentation and code workflows.

Agent Commerce Payments MCP

Agent Commerce Payments - MCP server providing AI-powered tools and automation by MEOK AI Labs

Battenmark

Enables AI agents and software to create, edit, inspect, validate, and export CAD geometry through MCP using backend-neutral typed operations, with FreeCAD/OpenCascade as the authoritative B-rep backend and JSCAD preview.

Coursera MCP

Enables AI agents to programmatically interact with Coursera, including enrolling in courses, completing lectures, solving quizzes, submitting assignments, earning certificates, and pushing them to LinkedIn.

Reddit MCP Tool

Enables browsing and searching Reddit content through read-only tools that access Reddit's official API. Supports searching posts, retrieving subreddit information, fetching hot posts, and getting detailed post information.

docpilot-mcp

An MCP server that provides tools to fetch live, version-accurate documentation, changelogs, examples, and method signatures for npm and PyPI packages, preventing AI coding agents from hallucinating stale APIs.

excel-mcp-server

提供 Excel 文件操作功能。该服务器支持工作簿创建、数据处理、格式设置和高级 Excel 功能。

vinted-seller-mcp

An MCP server that helps sellers create Vinted listings from photos, researching comparable listings, estimating prices, and filling the listing form. It requires explicit confirmation before publishing, deleting, or sending messages.

Agent Guardrail MCP

Provides prompt injection detection, PII/secrets redaction, and an audit trail for AI agents via MCP tools.

AgentVerus MCP Server

Security scanning for AI agent skills exposed as MCP tools, enabling skill analysis from ClawHub, GitHub, skills.sh, or raw URLs.

MCP Color Server

Enables comprehensive color manipulation, conversion between 22+ formats (HEX, RGB, HSL, CMYK, LAB, etc.), palette generation, gradient creation, and accessibility compliance checking. Supports framework-specific outputs for CSS, Swift, Android, Flutter, and Tailwind with high-precision conversions and visualization capabilities.

ToolCall Witness MCP

A paid, hosted MCP server that acts as a witness layer for AI agent tool calls, providing receipt creation, approval evidence, argument redaction, result summaries, and audit exports.

CVE MCP Server

Enables CVE vulnerability lookup and search using the National Vulnerability Database (NVD), allowing users to retrieve detailed information about specific CVEs and search for vulnerabilities by keyword.

SiYuan MCP Server

MCP server for SiYuan Note, enabling AI integration and smart knowledge management with note, block, search, template, export, asset, SQL, and file operations.

Google Workspace MCP Server

这是一个用 TypeScript 编写的 G_chat Mcp 服务器，包含各种用于获取和发布内容的工具。

mcp-yeoman

一个模型上下文协议 (MCP) 服务器，提供与 Yeoman 生成器的集成，允许 AI 代理以编程方式搜索和运行 Yeoman 模板。

bestaiimageprompt-mcp

Exposes Best AI Image Prompt's curated prompt library, styles, pricing, and FAQ to MCP-compatible AI clients for image generation workflows.

Markdown RAG MCP

Provides semantic search over markdown documentation using RAG, allowing natural language queries and integration with MCP clients.

🦊 MCPBench: A Benchmark for Evaluating MCP Servers

MCP 服务器上的评估基准