发现优秀的 MCP 服务器

12306-MCP

12306 ticket purchase search server based on Model Context Protocol (MCP). It provides a simple API interface, allowing large models to search for 12306 ticket purchasing information through the interface.

ecs-mcp

Monitor and analyze AWS ECS services, including service status, CloudWatch metrics, and load balancer integration.

gemini-image-generator

Enables image generation and transformation using Google Gemini AI, with automatic English translation for multilingual prompts and local saving.

repetier-mcp

Enables AI to monitor, control, and diagnose 3D printers via Repetier-Host/Repetier-Server, supporting temperature readings, job management, and intelligent error diagnosis.

commonroom-mcp

MCP server for integrating Common Room API with Amazon Q CLI and Claude Code, enabling management of activities, segments, and organizations through natural language queries.

Redra MCP

An MCP server for searching current class-action settlement records by keywords and structured filters, retrieving settlement details, and performing batch searches to identify plausible claim matches.

sortie

Extends Solana debugging to AI agents via MCP: decode transaction failures, trace CPI trees, and profile compute for any Solana transaction.

Rhumb

Discover and evaluate APIs for AI agents with AN Score, then access them through MCP or REST with zero-signup discovery and managed execution paths.

OpenAI Ads MCP Server

An MCP server that exposes the ChatGPT Ads API as tools an LLM host can call.

homekit-mcp

Enables AI agents to control Apple Home devices, scenes, and automations through MCP.

Playwright MCP

Enables AI assistants to remotely drive a hosted headless browser over HTTP, supporting navigation, clicking, typing, and structured page reading through the Model Context Protocol. It also provides bearer-token authentication for secure remote MCP access.

xrpl mcp

CP server that provides integration with the XRP Ledger. The server allows AI assistants to access account information, transaction history, and network data on the XRP Ledger, with capabilities for querying ledger objects, submitting transactions, and monitoring the network.

WorkMail MCP Server

Enables Claude Desktop to securely access Amazon WorkMail email and calendar functionality through a local MCP server. Provides tools for reading, searching, and sending emails, as well as managing calendar events with built-in security protections.

projectbrain-mcp

ProjectBrain MCP is a Model Context Protocol (MCP) server for project planning and execution workflows. It exposes tools for tasks, decisions, facts, milestones, comments, and team messaging through a Streamable HTTP endpoint.

MCP- N8N

N8N MCP

Budget Planner AI MCP

Budget Planner AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

Paper Access MCP

Local MCP server that enables downloading papers from arXiv, OpenReview, INFORMS, and Wiley by reusing your Chrome login state.

fallbrief-mcp

Exposes foldkit primitives (7-prime spine, κ-bands, and 6 fold operations) as MCP tools and resources for AI agents to fold, unfold, classify, and manipulate 7-vector states.

wiki-loop-mcp

MCP server that provides tools to add to, search, and manage a wiki knowledge base, enabling AI chat tools to contribute and retrieve information from the wiki via natural language prompts.

package-risk MCP connector

Provides MCP tools to check a package's maintenance status, licence, and security advisories before you depend on it, with per-call payment in USDC on Base mainnet via x402.

Stakeholder MCP Server

An MCP server that provides tools to consult predefined or custom stakeholder personas for iterative product feedback and design reviews.

Multi-Tool MCP Server

Provides secure access to filesystem operations, system commands, Obsidian vault management, SQLite databases, and UniFi network controller operations through authenticated HTTPS connections.

OpenCrab

OpenCrab provides an MCP interface for the MetaOntology OS, enabling structured knowledge management across graph, vector, and document databases. It allows agents to perform hybrid searches, manage complex entity relationships, and conduct impact analysis within a multi-space ontological framework.

Democracy Without Politicians MCP

Enables users to search and read verbatim passages from Terry Bouricius's book 'Democracy Without Politicians', honoring the author's request to display his actual words rather than AI summaries.

RAG MCP Gateway

A smart proxy that aggregates multiple downstream MCP servers and enables natural language search for tools, allowing clients like Claude Desktop to discover and use tools through semantic queries.

LaunchDarkly MCP Server

An MCP server that lets AI assistants manage LaunchDarkly feature flags via natural language.

MCP Server Template (TypeScript)

A minimal MCP server template for Render with Streamable HTTP transport, bearer token authentication, and an example 'hello' tool.

Memory Journal MCP Server

Bridges disconnected AI sessions with persistent project memory and automatic session handoff, integrating GitHub workflows for context-aware development.

crafty-mcp

MCP Server for crafty controller

KiMCP (Korea-integrated Model Context Protocol)

MCP 服务器，使 LLM 能够使用韩语 API（Naver、Kakao 等）。