发现优秀的 MCP 服务器

perplexity-mcp-server

Enables interaction with Perplexity AI through MCP tools for chatting, searching, and retrieving documentation.

Claude Code AI Collaboration MCP Server

An MCP server that enables multi-provider AI collaboration using models like DeepSeek, OpenAI, and Anthropic through strategies such as parallel execution and consensus building. It provides specialized tools for side-by-side content comparison, quality review, and iterative refinement across different AI providers.

NN-New

从 MCP 服务器演示创建。

MCP Python Interpreter with Docker

Enables executing Python code, managing environments and packages, and performing file operations within Docker containers.

mcp-local-image-reader

A simple MCP server that reads local images and returns them as ImageContent for LLM vision analysis.

NotebookLM MCP Server

Enables interaction with Google NotebookLM through a real Chrome browser, allowing natural language queries, source ingestion, and audio overview generation.

mcp-ad4m

Enables Claude Code with persistent semantic memory, cross-session context, and memory hygiene via a local AD4M executor, offering 13 tools for managing semantic graphs and cross-terminal relay.

CropProphEU

EU Crop Intelligence MCP Server — Yield forecasts, weather analysis, and phenology models for 15 countries. AI agent-native, multi-source intelligence (NASA POWER, Eurostat, Open-Meteo).

simplenote-mcp

A remote MCP connector that gives Claude.ai projects a persistent, cross-conversation file store, backed by Simplenote and deployed free on Cloudflare Workers.

ikaliMCP Server

Provides a secure interface for AI assistants to interact with penetration testing tools like nmap, hydra, sqlmap, and nikto for educational cybersecurity purposes. Includes input sanitization and runs in a Docker container with Kali Linux tools for authorized testing scenarios.

Slack MCP Server

A FastMCP-based server that provides complete Slack integration for Cursor IDE, allowing users to interact with Slack API features using natural language.

Windows CLI MCP Server

A Model Context Protocol server that provides secure command-line access to Windows systems, allowing MCP clients like Claude Desktop to safely execute commands in PowerShell, CMD, and Git Bash shells with configurable security controls.

helloworld-demo-mcp

A minimal MCP server offering a hello_world tool that returns a greeting and current UTC time via streamable HTTP.

Qdrant Docs MCP Server

A read-only MCP server providing curated Qdrant documentation for LLMs, enabling retrieval of the latest and most accurate documentation.

mcp-docparser

A lightweight document parser MCP server that enables Claude to parse PDFs, Word, Excel, images (OCR), and other document formats with support for chunking and metadata extraction.

typescript-mcp-server

A TypeScript boilerplate for building Model Context Protocol (MCP) servers with example tools (calculator, greet) and resources (system info).

Cline Code Nexus

Cline 创建的用于验证 MCP 服务器功能的测试存储库。

ExecuteAutomation Database Server

一个模型上下文协议（Model Context Protocol）服务器，它使像 Claude 这样的 LLM（大型语言模型）能够与 SQLite 和 SQL Server 数据库进行交互，从而允许进行模式检查和 SQL 查询执行。

twitter-voice-mcp

An MCP server that analyzes your unique Twitter voice to generate, manage, and post AI-powered tweets and quote tweet drafts. It supports multiple AI providers and provides tools for draft management, voice profiling, and automated content creation from images.

Neo4j MCP Server

A Model Context Protocol server that enables running Cypher queries and retrieving schema from Neo4j databases, supporting AI-driven graph exploration and text-to-Cypher workflows.

OpenShift LightSpeed MCP Server

Integrates OpenShift LightSpeed with Claude Code to provide AI-powered OpenShift assistance and troubleshooting.

MonteWalk

Provides AI agents with institutional-grade quantitative finance tools including real-time market data, paper trading via Alpaca, risk analysis with Monte Carlo simulations, backtesting, and multi-source news sentiment analysis for portfolio management and trading strategy development.

swiss-road-mobility-mcp

MCP Server for Swiss road mobility — shared vehicles, EV charging, traffic alerts, Park & Rail, and multimodal trip planning.

Octopus Energy MCP Server

Enables retrieval of electricity and gas consumption data from Octopus Energy accounts through their API, with support for date range filtering, pagination, and grouping by time periods.

Reqable Capture Reader MCP Server

Enables AI assistants to query, filter, and analyze local HTTP capture records and REST API test data from the Reqable tool. It provides read-only access to inspect request/response details, headers, and statistics through natural language.

MCP Redirect Server

A Model Context Protocol server built with NestJS that provides OAuth 2.1 authentication with GitHub and exposes MCP tools through Server-Sent Events transport. Enables secure, real-time communication with JWT-based protection and dependency injection.

MCP Docs Server

Aggregates documentation from multiple sources (llms.txt format or web scraping) and provides semantic search capabilities using vector embeddings and hybrid search for each documentation source.