发现优秀的 MCP 服务器

Scansca - MCP Database Connector (under-development)

主要数据库的 MCP 服务器

FastMCP Training Course Server

An educational MCP server example built with FastMCP that demonstrates how to expose tools, resources, and prompts to AI clients. Provides a learning foundation for building MCP servers with Python and integrating them with AI applications like IDEs and chatbots.

Debeka MCP Server

Automates Debeka insurance claim submissions by filling forms, uploading PDF documents, and submitting via Playwright.

Bash MCP Server

An MCP server that enables the execution of arbitrary bash commands and returns detailed output including stdout, stderr, and exit codes. It supports customizable working directories, execution timeouts, and environment variable configurations.

Fida

A local-first redacting MCP gateway that strips secrets from file reads and shell output before they reach an AI coding agent's context, the command still runs with the real credential, but the model never sees it.

vibealive MCP Server

Provides code analysis for Next.js projects through the Model Context Protocol, enabling IDE and LLM integration to identify unused files, dead code, and redundant API endpoints.

mcp-biorhythm

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

Constellation

Code Intelligence Platform for AI Coding Assistants

imessage-mcp

An MCP server that exposes Apple iMessage as tools for AI assistants, enabling reading, searching, and sending iMessages through natural language.

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。

Apifox MCP Server

这个服务器作为一个消息通信协议（MCP）服务，用于集成 Apifox 和 Cursor，从而实现通过 AI 驱动的交互进行 OpenAPI 接口的实现。

MCP Compact

Aggregates multiple upstream MCP servers into a single stdio-only runtime with a compact surface exposing only invoke and read.

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.

AgenticProductSearching

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

hevy-mcp

Enables AI agents to interact with the Hevy Workout Tracker API to manage workouts, routines, exercises, and user data.

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.

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。

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.

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)

hotspot-MCP

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

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.

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.

cutgent

Enables Claude to control a full-stack video editor by issuing commands to add clips, text, animations, and render MP4 videos, with changes reflected in real-time in the browser UI.

MCP Server TypeScript Starter

一个使用 TypeScript 创建模型上下文协议 (MCP) 服务器的起始模板

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.