发现优秀的 MCP 服务器

EBS CloudWatch Metrics MCP

Provides tools to query and calculate AWS EBS performance metrics from CloudWatch, including IOPS, throughput, and latency. It also enables users to manage snapshots and retrieve advanced diagnostic data like I/O utilization and burst balance.

🖼️ Unsplash Smart MCP Server

用于智能股票照片搜索、下载和归属管理的 AI 驱动的 FastMCP 服务器，数据来源为 Unsplash

Samsung TV MCP Server

A Model Context Protocol server that lets AI assistants control Samsung Smart TVs (Tizen OS, 2016+) over the local network. No cloud, no SmartThings account required.

opencode-mcp

Enables asking natural-language questions about any GitHub repository and receiving answers grounded in the actual code, with read-only enforcement and automatic repository fetching.

Patchright Lite MCP Server

A streamlined Model Context Protocol server that enables AI models to perform stealth browser automation using Patchright, avoiding detection by anti-bot systems while providing essential web interaction capabilities.

mcp-tenant-isolation

Static analysis scanner for multi-tenant SaaS and MCP server code that catches cross-tenant data leakage with 57 deterministic rules, including an MCP server for Claude Desktop and Cursor integration.

OpenSearch MCP Server

opensearch-mcp-server-py is a Model Context Protocol (MCP) server for OpenSearch that enables AI assistants to interact with OpenSearch clusters. It provides a standardized interface for AI models to perform operations like searching indices, retrieving mappings, and managing shards through both stdio and streaming (SSE/Streamable HTTP) protocols.

boltwork-mcp

Give your AI agent PDF summarization, code review, translation, web extraction, document comparison, and persistent memory — all paid autonomously via Bitcoin Lightning.

local-mysql

A local development MCP server that exposes MySQL databases to VSCode and Copilot CLI with read-only SELECT queries and INSERT/UPDATE operations. It provides secure, schema-specific database access for development environments only.

govrider-mcp-server

Match your tech product or consulting service to thousands of live government tenders, RFPs, grants, and frameworks from 25+ official sources worldwide.

Firecrawl MCP Server

Integrates with Firecrawl for web scraping, enabling capabilities like scraping, crawling, searching, extracting, deep research, and batch scraping with JavaScript rendering and smart content filtering.

Supercoordination MCP Server

A human-machine collaboration platform that manages team members and tasks using skill matching and a unique 'Five Elements' energy balance framework. It enables teams to register members, assign tasks, and monitor collaboration progress through an integrated dashboard.

Weather MCP

A service that provides real-time weather data, forecasts, and alerts for US locations through natural language queries in the Cursor IDE.

Lunch Money MCP Server

An MCP server that enables AI assistants to interact directly with Lunch Money's financial API, allowing users to query transactions, access budget information, and perform financial analysis through natural language.

mcp-kitsu

Enables searching and retrieving anime and manga data from Kitsu's catalogue, including top lists and categories, through natural language queries via Pipeworx gateway.

ArchNav MCP Server

Architecture-aware code navigation system for AI agents, providing line-level symbol location, layered architecture detection, and dual-engine hybrid analysis with 22 MCP tools.

MCP Weather & News Assistant

An MCP server that provides real-time weather data and latest news headlines via custom tools.

game-narrative-mcp

通用游戏叙事引擎 MCP，提供一致性校验、动态运行、Meta 伏笔、Playthrough 对比及 Ink/Yarn 导出等功能。

hmc-mcp

MCP server and CLI for IBM HMC REST API, enabling AI agents to inventory Power systems, manage LPARs/VIOS, and submit jobs like power on/off, with tools for adapters, storage, networking, and more.

code-graph-rag-mcp

A powerful Model Context Protocol server that creates intelligent graph representations of your codebase with comprehensive semantic analysis capabilities, supporting 11 languages and 26 MCP methods.

indian-regulatory-mcp

Enables access to Indian regulatory data including SEBI orders, RBI circulars, MCA company details, GST verification, and more, designed for fintech and legaltech applications.

Pokédex MCP Server

Enables AI agents to access comprehensive Pokémon data through PokeAPI, including detailed Pokémon information, type effectiveness charts, encounter locations, and search capabilities. Provides a complete toolkit for retrieving stats, abilities, sprites, battle mechanics, and wild encounter data for all Pokémon.

cks-mcp

Enables LLMs to perform structured, verifiable knowledge operations using the Canonical Knowledge Structure (CKS) ecosystem, including validation, querying, comparison, evolution, and derivation of knowledge.

commit-to-pr-mcp

An MCP server that enables AI agents to retrieve detailed GitHub Pull Request information using git commit hashes, branch names, or PR numbers. It automatically detects repositories and extracts comprehensive PR data including descriptions, labels, and reviews via the GitHub CLI.

MCP Netlify Serverless Functions

A demonstration project for building and running Model Context Protocol (MCP) servers using Netlify Serverless Functions. It provides a template for deploying serverless MCP endpoints with automated CI/CD pipelines through Netlify.

threadline-mcp

MCP server for Threadline — persistent memory and context layer for AI agents. inject() before your LLM call, update() after. Relevance-scored injection, grant-based access, user-owned context.

Medical AI Assistant MCP

Enables querying medical documents stored in Qdrant using semantic retrieval, allowing users to search PubMed articles through the Model Context Protocol.

Document Search MCP Server

A local MCP server providing read-only access to documents like Word, PDF, Excel, and images, with file listing, reading, and metadata extraction.

MySkillDB Job Categories MCP

MCP server that pushes job categories into a college org via the MySkillDB API, supporting list, get, upsert, batch push, and delete operations.

mcp-foursquare

Foursquare Places MCP server enabling AI agents to search and retrieve venue data via the 2025 Places API through the Pipeworx gateway.