发现优秀的 MCP 服务器

Loan MCP Server

A production-grade MCP server for a Loan Management System backed by Microsoft Dataverse, exposing read and analytics tools for loan applications.

LystBot

MCP server that gives AI agents full control over grocery lists, todos, and packing lists. Your AI creates lists, adds items, checks them off, and shares with family/friends.

UI Analyzer MCP Server

Analyzes website UIs using Playwright and provides precise CSS/HTML fix instructions for AI coding assistants like GitHub Copilot and Cursor.

cursor_mcp_installer

cursor\_mcp\_installer

hr-assist

Enables HR teams to automate routine workflows, such as employee onboarding, through natural language prompts in Claude Desktop.

ros2-mcp-server

Connects AI agents like Claude to live ROS2 robots, enabling natural language interaction for diagnostics, parameter tuning, and control with safety sandboxing.

nelly-elephant-mcp

Search and resume past Claude Code conversations via MCP. Reads local JSONL session files, runs locally, MIT licensed. An elephant never forgets.

to-markdown

MCP server that converts PDF, video, web, and audio inputs into structured Markdown notes with support for checkpointing, batch processing, and Obsidian integration.

ICON MCP v109 MCP Server

An MCP server that provides AI agents and LLMs with standardized tool access to the ICON MCP v109 API. It supports asynchronous operations and simplifies deployment through Docker and Docker Compose.

HTML Deploy MCP Server

Deploys HTML pages to an online preview platform and returns a shareable URL via MCP protocol.

gmail-mcp-server

Enables creating Gmail drafts through a single tool, returning draft URLs for the owner to review and send manually.

Pommel Horse Aesthetics MCP Server

Analyzes pommel horse gymnastics routines using a categorical aesthetics framework that evaluates element groups, spatial patterns, temporal qualities, and form with 85% deterministic taxonomy and 15% LLM synthesis.

mcp-db-server

An MCP server that exposes relational databases (PostgreSQL/MySQL) to AI agents with natural language to SQL query support.

Simple SSH MCP Server

An MCP server that gives AI assistants full SSH/SFTP remote operations — session management, command execution, interactive shells, file transfers, port forwarding, and system diagnostics.

databazaar-mcp

Enables AI agents to discover, preview, purchase, and sell datasets on the DataBazaar marketplace, with tools for search, secure Stripe payments, listings, and seller communication.

Paid MCP Server Template

A production-ready template for building monetized MCP servers that require per-call payments via the Mainlayer infrastructure. It provides a structured payment gate that ensures AI agents pay for tool usage before accessing server logic or data.

MCP-RAG

An agentic AI system that orchestrates multiple specialized AI tools to perform business analytics and knowledge retrieval, allowing users to analyze data and access business information through natural language queries.

Twitter MCP Server

Enables Twitter automation including posting tweets, replying to tweets, and searching for tweets with structured results using browser automation through Browserbase and Stagehand.

sumo-mcp-readonly

A read-only MCP server for querying Sumo Logic logs, enabling AI assistants to search and investigate application logs with opinionated tools and secure credential handling.

Arduino MCP Server (Simple)

Enables AI agents to interact with Arduino boards for compiling, uploading sketches, and serial communication.

meMCP - Memory-Enhanced Model Context Protocol

A persistent memory system for Large Language Models (LLMs) that enables continuous learning and knowledge retention across sessions through the Model Context Protocol (MCP).

Overseerr MCP Server

Enables AI assistants to interact with Overseerr for automated media discovery, requests, and management in your Plex ecosystem, including searching for movies/TV shows, requesting media, checking request status, and managing approvals.

Google Maps Contributor Reviews API MCP Server

Enables fetching a Google Maps contributor's review history as structured JSON, including reviewer profile and place details, for reputation research, reviewer vetting, and fraud detection.

Abgeordnetenwatch MCP

Provides live, source-linked transparency data on German MPs, including roll-call voting, side jobs, committee memberships, and election programs, via the Abgeordnetenwatch API. No API key required.

LabArchives MCP Server

Connects AI assistants to LabArchives electronic lab notebooks, enabling querying, semantic search, page navigation, and file uploads with provenance tracking.

CURSOR25X

An interactive task loop MCP server for Cursor IDE that enables continuous web application development through a persistent terminal-based task processing system. It automates file management and project operations by processing user input in a continuous loop using integrated Cursor rules.

mcp-ts-template

A production-ready template for building Model Context Protocol servers in TypeScript. It provides an example tool, resource, and prompt with a clean separation of transport, registration, and domain logic.

cursor-yougpu-mcp

MCP server for YouGPU REST API that enables GPU catalog browsing, instance lifecycle management (create, stop, start, delete), and balance checking.

MadeForAI Supply Chain Connector

Enables authorized manufacturing order-intake and supply-chain task management by forwarding requests from MCP clients to the hosted MadeForAI service.

Sparkplug MCP Server

Enables natural language interaction with industrial IoT devices using Sparkplug B, allowing users to query real-time data, analyze historical metrics, and monitor device status.