发现优秀的 MCP 服务器

antigravity-mcp-bridge

MCP server for Antigravity IDE that registers local tools and provides an OpenAI-compatible API bridge with real-time database context.

Consulente Legale

Local MCP server that provides Italian legal assistance by querying a local corpus of Italian legislation, integrated with Claude Desktop.

stackchan-relay

MCP server that enables controlling a StackChan robot via tools like speak, emote, and move head, with a relay service for ESP32 long polling.

Redis MCP Server

使用户能够使用模型上下文协议 (MCP) 工具执行 Redis 数据库操作，从而可以通过设置、获取和扫描哈希字段等命令实现高效的数据管理。

AntSwordMCP

Exposes AntSword (蚁剑) shell management capabilities as an MCP server via SSE, enabling AI clients to execute commands, manage files, databases, and shells.

secure-mcp-database-crud

Enables secure task CRUD operations on SQLite or MySQL databases with input validation, parameterized queries, audit events, transactions, and signed delete confirmation.

DOM Inspector Plus MCP Server

Gives Claude the ability to inspect and extract UI components from any webpage through a Chrome extension, enabling element discovery, style extraction, and design token analysis.

misMEM

Provides persistent, cooperative memory for LLMs via MCP, with SQLite storage and tools for capturing, recalling, consolidating, crystallizing, and forgetting memories across sessions.

hotspot-MCP

Enables Claude LLM to run HotSpot atmospheric dispersion simulations via natural language requests, supporting multiple release models and returning parsed results.

MD-DOCX Converter

Bidirectional Markdown ↔ Word (.docx) converter. Read Word documents directly into Claude as Markdown, or save Claude's output as a properly formatted .docx with heading styles (Title, Heading 1–9), bold, italic, tables, lists, code blocks, and images. No cloud upload — runs entirely on your machine using python.

VSCode Context MCP

A Model Context Protocol (MCP) server that provides VSCode context and filesystem operations for AI assistants.

ROS MCP Server

Facilitates robotic movement control by providing functions that enable precise manipulation of linear and angular velocities through natural language commands, compatible with both ROS and ROS2.

stockfish-mcp

Analyzes chess positions via Stockfish, returning best moves and evaluations from FEN or PGN input.

Anomaly Detection MCP Server

A server that enables LLMs to detect anomalies in sensor data by providing tools for data retrieval, analysis, visualization, and corrective action execution.

MCP Taiwan Judgment Search

Enables searching and retrieving Taiwan judicial judgments, including full-text search, document details, PDF download, and legal term lookup via MCP tools.

ssh-mcp

An MCP server enabling Claude to execute commands on multiple remote servers via SSH and transfer large files (40GB+) with resume support via SFTP.

SignalScope

Provides Cursor AI agents with direct access to stock breakout signals, including trending tickers, AI-generated reports, portfolio tracking, and watchlist management, all aggregated and scored from multiple sources.

Aiyogg_tinypng Mcp Server

镜子 (jìng zi)

@runapi.ai/runway-aleph-mcp

MCP server for the Runway Aleph model line. Enables creating edit video tasks, polling status, and checking pricing through a single RunAPI API key.

HeroUI MCP Server

A high-quality, open-source Model Context Protocol (MCP) server that bridges AI systems and HeroUI, enabling intelligent assistance for developers working with HeroUI components.

code-intel

Provides semantic code search and code insights via a knowledge graph, enabling AI to understand, navigate, and modify complex projects with deep dependency and architecture analysis.

Israel Weather MCP

Enables natural language weather queries for Israeli cities with real-time data extracted via Playwright, plus USA weather alerts and forecasts via NWS API, all orchestrated by Groq LLM.

Native MCP Client Server

MCP（模型上下文协议）客户端-服务器架构的原生实现，采用 HTTP 服务器发送事件（SSE）进行实时通信。

mcp-biorhythm

Computes biorhythm values (physical, emotional, intellectual) and generates a PNG chart showing sine curves based on birth date and optional target date.

sumo-mcp

Integrates SUMO traffic simulation with the Model Context Protocol for autonomous driving applications, enabling simulation environment interaction and model context management.

NewsIQ MCP

An AI-powered news aggregator MCP server that fetches live news from multiple sources, provides AI summaries via Claude, and performs sentiment analysis and trending topic detection.

AgenticProductSearching

自主产品搜索，包含 MCP 服务器/数据库/Fast API/OpenAI 代理 SDK

Paper Scout MCP Server

Enables reviewing and managing AI research paper candidates from arXiv, Semantic Scholar, and Hugging Face Daily Papers, scored against personal interests, via MCP tools in Claude Desktop or Cowork.