发现优秀的 MCP 服务器

MCP CosmosDB

A Model Context Protocol server for Azure CosmosDB database operations that provides 8 tools for document database analysis, container discovery, and data querying.

Context Fabric

A persistent memory and context management system for AI CLI tools that utilizes a three-layer architecture and semantic search to prevent context loss between sessions. It provides time-aware orientation and smart memory routing to help AI agents maintain project knowledge and architectural decisions.

z3-solver-mcp-server

Enables solving constraint satisfaction problems, mathematical equations, and logic puzzles using the Z3 SMT solver through natural language.

whipscribe-mcp

MCP server for Whipscribe — transcribe audio and video from a URL or local file via Claude Desktop, Claude Code, Cursor, Windsurf, or any MCP-compatible client.

church-mcp

Provides tools to access information about religious institutions and community services in Kenya, including Catholic dioceses, Protestant denominations, Muslim communities, and welfare programs.

datagouv-mcp

An MCP server that connects AI chatbots directly to data.gouv.fr, France’s national open data platform. It allows users to search, explore, and analyze thousands of public datasets simply by asking questions in natural language.

xPilot MCP Server Library

用于 xPilot 的 MCP 服务器库

substack-mcp-plus

Create, manage, and publish Substack posts with full rich text formatting directly from Claude Desktop or any MCP-compatible client.

ReceiptsAPI MCP Server

Parse Receipts

mcp-math

Provides exact arithmetic and verification tools using SymPy and fractions to solve math competition problems precisely. It enables users to perform rigorous calculations and export notebook-ready Python code for further analysis.

mcp-debug-tools

Bridges AI agents with VS Code's debugger, enabling breakpoint management, step execution, variable inspection, and stack tracing via CLI commands.

dbrain

Provides persistent, structured memory for AI assistants across multiple clients, with searchable facts and identity management.

Backlog MCP Server

通过 Claude Desktop 提供对 Backlog API 的访问，用于项目管理、问题跟踪和文件操作。

MCP RAG

Intelligent knowledge base system that enables users to process documents in 25+ formats, perform semantic search and Q\&A through vector retrieval. Supports multiple AI models including OpenAI and DouBao with local processing capabilities.

Yuque MCP Server

一个模型-上下文-协议（Model-Context-Protocol）服务器，集成了语雀知识库平台，允许人工智能模型通过定义的工具来创建、读取、更新和删除文档，搜索内容，以及检索分析数据。

Fidensa MCP Server

Enables AI agents to verify trust scores, search certified capabilities, compare side-by-side, and submit experience reports through Fidensa's certification authority.

WorkFlowy MCP Server

Integrates WorkFlowy's outline and task management capabilities with LLM applications, enabling hierarchical node creation, updates, completion tracking, and navigation through WorkFlowy's API.

MCP Server

用于 AWS 的开源 MCP（任务控制面板）服务器 - 一个强大的、区域独立的 AWS 操作后端服务

YouTube MCP: AI-Powered Solution for Enhanced YouTube Experience 🚀

YouTube MCP Server 是一个由 AI 驱动的解决方案，旨在彻底改变您的 YouTube 体验。它使用户能够搜索 YouTube 视频、检索详细的文字稿，并对视频内容执行语义搜索——所有这些都无需依赖官方 API。通过与向量数据库集成，该服务器简化了内容发现。

Chaitin Ip Intelligence

帮助您检查 IP 信誉，并支持直接订阅以获取完整的恶意 IP 数据库。 主页： https://safepoint.cloud/landing/intelligence

colab-mcp

An MCP server for interacting with Colab.

toreador-mcp-server

Generate crypto QR codes (BTC, ETH, SOL, USDC, USDT, EURC) and manage payment sessions from Claude Desktop or any MCP client. Non-custodial, free.

OneKGPD

Access to 1000 Genomes Project dataset, hosted online in Dnaerys variant store

vetmanager-mcp

Enables managing veterinary clinic operations via natural language by integrating Vetmanager REST API with MCP clients.

Sys8 MCP Server

Provides deterministic system information and developer utilities including date/time operations, OS details, math calculations, random data generation, hashing, text formatting, data validation, encoding/decoding, and log analysis.

Polymarket BTC Backtester MCP Server

Enables backtesting of limit-order strategies on Polymarket's BTC 5-minute markets using historical data, with tools to browse markets, get price series, and run simulations.

Weather MCP Server

Enables fetching current temperature for any city using the Open-Meteo API, requiring no API key.

qzcli

Enables managing OpenI platform resources (login, query nodes, submit jobs, view logs) via natural language in Claude or Codex, following a kubectl/docker-style CLI.