发现优秀的 MCP 服务器

KNMI Weather MCP

一个 FastMCP 服务器，它提供来自 KNMI 气象站的实时天气数据，允许用户通过自然语言查询访问荷兰任何地点的温度、湿度、风速和其他天气指标。

Giphy MCP Server

This server implements the Multi-Agent Conversation Protocol for the Giphy API, allowing agents to interact with Giphy's services through natural language commands.

MCP Server with OpenAI-Compatible Model Support

Provides tools for file system operations and text generation using OpenAI-compatible models via the Model Context Protocol, supporting both stdio and HTTP transports.

swipl-mcp-server

This server lets tools-enabled LLMs work directly with SWI‑Prolog. It supports loading Prolog files, adding/removing facts and rules, listing symbols, and running queries with two modes: deterministic pagination and true engine backtracking.

Bilibili Mcp Server Unofficial(video Subtitles And Comments)

✨ 为你的 AI 助手装上 B 站的眼睛：一键提取视频字幕与热门评论，助力高效信息总结 🚀 ✨ Equip your AI assistant with "Bilibili Eyes": One-click extraction of video subtitles and popular comments for efficient information summarization 🚀

imap-mcp

An MCP server that exposes IMAP operations as tools for AI assistants, enabling email management including listing mailboxes, reading, searching, moving, flagging emails, and creating drafts.

Electron Native MCP Server

Enables debugging and automation of native Electron applications on macOS through DOM inspection, UI automation, global hotkeys, and Chrome DevTools Protocol integration.

Public API MCP Server

Transforms OpenAPI specs into an MCP server, enabling dynamic API interaction through natural language with automatic authentication and endpoint discovery.

mcp-ai-assistant-iris

Provides web search and code execution capabilities using OpenAI models, with optional code interpreter and conversation continuity via response IDs.

Clado MCP Server

An unofficial Model Context Protocol server that provides LinkedIn tools for searching users, enriching profiles, retrieving contact information, and conducting deep research through natural language interfaces.

SEC EDGAR MCP Server

Provides access to SEC filings and detailed XBRL financial data for all publicly traded U.S. companies. It enables users to search for company info, retrieve historical metrics like revenue and assets, and compare financial performance across different industries.

Gym Coach MCP Server

Connects to a Gym Tracker Supabase database to provide LLMs with access to personal workout history, routines, and training progress. It enables users to analyze fitness performance, track personal records, and receive personalized coaching advice through natural language.

Minecraft MCP Server

A Minecraft bot that allows Claude and other LLMs to control a Minecraft character through the Model Context Protocol, enabling AI to perform various in-game actions like movement, building, and interacting with the world.

weather-forecast-server

Provides current weather and multi-day forecasts for any location worldwide, integrable with MCP clients like Claude.

REST API MCP Server

A dynamic MCP server that automatically discovers and generates tools from any REST API using OpenAPI/Swagger specifications, enabling instant endpoint access with zero manual configuration.

PayPal

PayPal 模型上下文协议服务器允许您通过函数调用与 PayPal API 集成。此协议支持各种工具来与不同的 PayPal 服务进行交互。

With-MCP

Middleware that converts a serverless handler with OpenAPI spec into an MCP endpoint following stateless MCP principles.

niahub-mcp

Provides pre-indexed knowledge packs for popular technologies (Stripe, React, etc.) that MCP-compatible agents can subscribe to and search, delivering citation-grounded answers with hourly fresh indexes.

YourMemory

YourMemory is an MCP server that uses biological forgetting curves to automatically prune stale data and reinforce useful context for Claude agents. It beats Mem0 by 16% on benchmarks and runs fully locally with zero LLM overhead via spaCy and SQLite.

MCP Server: SSH Rails Runner

启用通过 SSH 安全地远程执行 Rails 控制台命令，用于只读操作、变更规划以及在已部署的 Rails 环境中执行批准的变更。

Hello MCP Server

A simple MCP server that provides a basic greeting tool and serves as a starter template for AWS Lambda deployment. Demonstrates how to build and deploy MCP servers with both local development and cloud deployment capabilities.

Weather MCP Server

Provides weather information through OpenWeather API, enabling users to get current weather conditions, 5-day forecasts, and perform temperature conversions for any city. Offers a secure interface for AI assistants to access comprehensive weather data including temperature, humidity, wind, and pressure information.

HR MCP Server

An HR management server that provides access to employee directory information, sensitive PII, and salary data through a scope-based authorization system. It enables users to view, search, and update employee records and organizational charts using tools mapped to specific permission levels.

Video RAG MCP Server

Enables natural language search and interaction with video content through three tools: ingesting videos to a Ragie index, retrieving relevant video segments based on queries, and creating video chunks from specific timestamps.

mcp-skylos

Skylos MCP server exposes static analysis as tools for AI coding agents — scan any Python, TypeScript, or Go codebase for dead code, security vulnerabilities, and quality issues directly from Claude, Cursor, or any MCP-compatible client. Returns findings with file paths, line numbers, and severity so agents can auto-fix issues in context.

MCP CTF Challenge Server

A vulnerable MCP server designed for educational CTF challenges. It demonstrates various MCP security vulnerabilities in a controlled environment.

pastorsimon1798/mcp-video

MCP for video editing through ffmpeg

MCP DSFR

Generates, validates, and audits French government DSFR components with RGAA 4.1 accessibility compliance, enabling seamless integration into Claude Desktop.

Printify MCP Server

A Model Context Protocol server that allows AI assistants like Claude to integrate with Printify's print-on-demand platform, enabling product creation, management, and AI-generated design uploads through natural language commands.

scopedb-mcp

Config-driven MCP server that gives AI scoped, auditable database access without exposing the entire database.