发现优秀的 MCP 服务器

mcp-rag-server

A Model Context Protocol (MCP) server with Retrieval-Augmented Generation (RAG) for answering questions about imaginary SuperNova documentation. Enables semantic search over documentation using HuggingFace embeddings.

yt-analysis-mcp

Enables analysis of YouTube videos using the Gemini API to generate summaries and answer specific questions via direct URLs. It supports standard videos and shorts, allowing users to interact with video content without requiring manual downloads.

ajan-sql

An MCP server that provides safe, read-only SQL access for AI agents to query databases (PostgreSQL, MySQL, SQLite) with schema awareness and guardrails.

ToolSnap MCP

Context-efficient MCP server for AI agents. fetch_extract reduces token usage by a median 98.1% (53,820 → 2,001 tokens) vs raw HTML — saves ~$0.156/call at Sonnet pricing. Pay $0.02 USDC on Base via x402. First call free per wallet. 10 always-free utility tools included.

Voice Generation MCP Server

Enables text-to-speech conversion using Minimax AI's voice synthesis API with automatic upload to Amazon S3. Supports customizable voice settings including model selection, voice ID, and speech speed control.

nodeland-mcp

MCP server that lets agents create and update persistent concept maps via the NodeLand API, returning shareable URLs for humans to view, embed, and keep editing.

agent-stealth-browser

A stealth-enhanced browser automation MCP server for AI agents to interact with websites while bypassing anti-bot detection mechanisms like Cloudflare and reCAPTCHA.

Xano MCP Server

通过模型上下文协议 (MCP) 接口实现与 Xano API 的交互，从而提供对 Xano 数据库操作的安全且类型安全的管理。

MCP Server for iOS Simulator

一个连接 iOS 模拟器和模型上下文协议的桥梁，通过标准化的通信接口实现对 iOS 模拟器的程序化控制。

SAP Datasphere MCP Server

Production-ready MCP server enabling AI assistants to interact with SAP Datasphere for real tenant data discovery, metadata exploration, analytics operations, ETL data extraction, database user management, data lineage analysis, and column-level data profiling.

google-search-mcp

Enables AI assistants to perform Google searches with real, resolvable sources and transparent search terms.

Hello World MCP Server

A simple MCP server that provides a basic greeting tool for saying hello with customizable names. Serves as a boilerplate template for developers to quickly create and deploy new MCP servers.

mcp-sysmon

MCP server for system monitoring, enabling users to ask about CPU, memory, disk, network, and processes on their system.

Couchbase MCP Server for LLMs

一个模型上下文协议服务器，它使大型语言模型能够通过自然语言直接与 Couchbase 数据库交互，支持诸如查询存储桶、执行 CRUD 操作和执行 N1QL 查询等操作。

BrowserCat MCP Server (Browser Automation)

一个模型上下文协议（Model Context Protocol）服务器，它利用 BrowserCat 的云浏览器服务提供浏览器自动化功能。该服务器使大型语言模型（LLM）能够与网页交互、截取屏幕截图，并在真实的浏览器环境中执行 JavaScript，而无需在本地安装浏览器。

@citizenofthecloud/mcp-server

MCP server for Citizen of the Cloud — agent identity verification, trust scoring, and registry access for any AI runtime that speaks the Model Context Protocol.

KubeWhisper

An AI-DevOps MCP server that gives LLMs read-only-by-default access to Kubernetes clusters, Prometheus metrics, and GitHub Actions, enabling natural language queries about infrastructure status and safe write operations with previews.

MCP Issue

Enables automatic GitHub issue creation from Git diffs. Generates structured issue templates with summaries, technical notes, and appropriate labels based on code changes.

openowl

An MCP server that gives any AI assistant eyes and hands on your desktop — screenshots, clicking, typing, OCR, window management, accessibility-tree queries, workflow recording.

MCP Template Node

一个用于在 Node.js/TypeScript 中创建模型上下文协议 (MCP) 服务器的模板仓库。此模板演示了如何使用 MCP 协议构建一个简单的笔记管理系统，该系统可以与 LLM 驱动的应用程序一起使用。

TranscriptFetch MCP Server

Enables fetching YouTube transcripts, searching videos, and listing channel/playlist videos via the TranscriptFetch API.

context-the-ripper

An MCP server that manages your conversation context automatically, pruning dead branches and keeping an audit trail of every cut.

tmdb-mcp

A local, read-only MCP server for discovering movies and TV series from The Movie Database (TMDB). It provides tools for search, details, trending, discovery, and related content.

NEAR Contract Deployer MCP Server

Enables AI assistants to deploy, initialize, and upgrade NEAR smart contracts with cost estimation and status checks.

gsc-mcp

A production-oriented, read-only Google Search Console MCP server and TypeScript SDK for Claude, Cursor, VS Code, and other MCP clients. Query real Search Console data, inspect indexed URLs, review sitemaps, compare periods, and surface transparent SEO opportunities without handing private data to a third-party SaaS.

Minesweeper MCP Server

一个 MCP 服务器，它使像 Claude 这样的人工智能代理能够通过自然语言交互来玩扫雷游戏，并连接到一个单独的扫雷游戏服务器。

Suwayomi MCP Server

Enables AI assistants to manage a self-hosted Suwayomi manga library through natural language, including searching, adding titles, and downloading chapters.

wiswa-mcp

FastMCP server exposing Wiswa settings discovery to AI assistants such as Claude Code, Cursor, and GitHub Copilot.

sophtron-mcp

MCP server for Sophtron financial data aggregation that allows clients to search banks, connect accounts, handle MFA, and retrieve accounts, balances, and transactions.

Crawl4AI+SearXNG MCP Server

Enables AI agents to search the web, crawl websites, and perform intelligent RAG queries with semantic search capabilities. Includes integrated private search engine, vector database storage, and optional knowledge graph for AI hallucination detection in code repositories.