发现优秀的 MCP 服务器

PubMed-MCP-Server

🔍 通过一个简单的MCP界面，使AI助手能够搜索、访问和分析PubMed文章。

icloud-drive-mcp

MCP server for managing iCloud Drive files via the local sync folder. Provides tools for listing, reading, writing, deleting, moving, searching, and getting metadata for files.

numguard

Verify a number before an agent asserts it — a Deflated Sharpe Ratio for backtest, plus eval-gap, subset-win, and judge-bias checks, with signed receipts anyone can verify offline.

Remote MCP Server (Authless)

Enables deploying a remote MCP server on Cloudflare Workers without authentication, allowing custom tool integration and connection to AI Playground or Claude Desktop.

MCP Prometheus

An MCP server for Prometheus-based monitoring that enables users to query system metrics, resource usage, and PostgreSQL health across multiple environments. It supports both predefined diagnostic checks and custom PromQL execution for comprehensive server monitoring and troubleshooting.

FichePro MCP Server

Enables dropshippers and e-commerce operators to generate SEO-optimized product listings, score SEO, audit catalogs, discover niches and suppliers, and surface Autopilot optimizations directly from Claude.

hilma-mcp

MCP server for Finnish public procurement notices (Hilma). Enables searching and retrieving procurement notices directly from Claude without a separate browser.

servicenow-ppm-governance

This MCP server enables AI agents to interact with ServiceNow instances, providing typed tools to query, create, update, aggregate, and run background scripts, with read-only mode and a --doctor connection check.

Video MCP Server

A Model Context Protocol server that provides video processing capabilities including format conversion, metadata extraction, and batch processing with configurable quality settings.

API Integration MCP Server

Connects external APIs like Open-Meteo and AgroMonitoring to your development environment through URI-like requests, allowing access to live data directly in MCP-compatible tools.

FDIC BankFind MCP Server

Provides programmatic access to the FDIC BankFind Suite API, enabling users to query public data on FDIC-insured financial institutions, bank failures, and branch locations. It supports advanced filtering for financial reports, demographics, and institutional history without requiring an API key.

A2ABench

Agent-native developer Q&A service providing MCP tooling and A2A runtime endpoints for deep research and citations.

CommitLore

Git-native decision memory for coding agents: stores constraints, ruled-out alternatives, and warnings as git trailers and refs/notes, returning only records still in force for the file path being edited.

Math MCP Server

Provides powerful symbolic mathematics and statistical analysis capabilities, enabling users to solve equations, compute derivatives and integrals, perform statistical tests, and analyze data through natural language requests.

mcp-kubevela

Enables AI assistants to query and manage KubeVela application delivery: check application status, trigger deployments, track workflows, manage addons, and more.

mmnt-mcp-server

镜子 (jìng zi)

codeweave-mcp

An MCP server that gives AI agents structured code understanding and precise code intelligence via local indexing of AST, call graphs, and semantic search.

MCP Xcode Server

An MCP server that provides tools for programmatically interacting with Xcode projects, enabling users to manage targets, schemes, and files. It supports essential development tasks including building, testing, and cleaning projects through the Xcode command-line tools.

@gravv/mcp

MCP server for the Gravv payments API that lets AI assistants onboard customers, run KYC, open accounts, move money, issue cards, and exchange currency, with built-in documentation search and safety confirmations for money-moving operations.

LocalMind

LocalMind 是一个本地 LLM 聊天应用，完全兼容模型上下文协议 (Model Context Protocol)。它使用 Azure OpenAI 作为 LLM 后端，并且你可以将其连接到所有 MCP 服务器。

AtliQ HR Assist

An AI-powered HR assistant that automates employee management, leave handling, ticket creation, meeting scheduling, and email notifications through natural language conversations using the Model Context Protocol.

MCP Web Tutorial 🚀

一个交互式网络教程，用于学习如何构建 MCP（模型上下文协议）服务器。这个教育性网站提供逐步指导，帮助您实现和理解 MCP 服务器。

agentfetch

An open-source web retrieval MCP server that fetches, crawls, and searches the web, returning clean markdown for AI agents. It integrates with Claude MCP, LangChain, and other frameworks for agentic web access.

Claude Pascal MCP Server

Enables Claude to compile, run, and interact with Pascal/Delphi desktop applications, including GUI automation, IDE observation, and Android device interaction via ADB.

rsi-search-pro-mcp

A meta-MCP server that aggregates authoritative web search and browser research tools, providing a unified interface with a cost-efficient fetch ladder for web research.

@icjia/plausible-mcp

Enables querying a self-hosted Plausible Analytics instance to retrieve compressed analytics data such as overview stats, top pages, traffic sources, and trends, with computed deltas and human-readable filters.

Personal Google MCP Server

Gives Claude read/write access to your own Gmail, Google Docs, Google Sheets, and Google Tasks via a tiny always-on web service.

winrm-mcp

MCP server for controlling a Windows guest VM over WinRM, enabling PowerShell/CMD execution, file transfer, reboot, and KDNET debug configuration, typically paired with kd-mcp.

agent-readiness-auditor

Scans a website to score its compatibility and safety for AI agents, and exposes an audit tool via the Model Context Protocol.