发现优秀的 MCP 服务器

mcpgql

A federated bridge connecting any GraphQL endpoint to the Model Context Protocol (MCP) ecosystem, enabling LLMs to query and mutate graph data with zero-config integration.

Vector Search Service MCP Provider

A clean architecture backend API that registers and semantically searches data using vector embeddings, acting as an MCP context provider to connect AI models to external data.

Garage MCP

Enables managing personal vehicle history including mileage, maintenance, expenses, reminders, and document references through MCP tools and resources, all stored locally in SQLite.

CarpeOS MCP Server

Enables AI agents to capture, search, and manage structured memory from agent sessions with append-only events and provenance tracking, providing eight local MCP stdio tools.

Galgame MCP

MCP server for Galgame/visual novel localization, supporting archive handling, script extraction, image/audio conversion, reverse engineering, and more.

Stella MCP Server

Enables AI assistants to programmatically create, read, validate, and modify Stella system dynamics models in the XMILE format. It supports building complex stock-and-flow diagrams and exporting them as .stmx files for use in Stella Professional.

wingolf-ai-mcp

MCP server integrating Google Search Console, Google Analytics 4, and GitHub, enabling AI clients to query search analytics, traffic data, and repository information.

claude-init

Generates AI context files (CLAUDE.md, AGENTS.md, Cursor/Windsurf/Cline/Continue/Kilo Code/Trae rules, GEMINI.md, Copilot, Aider, Junie, Warp) for any repository. Runs as CLI or MCP server, 100% local.

stigmergy

Stigmergy is an MCP server that captures knowledge from Slack and CLI into a markdown git repository. It answers questions with verifiable citations and refuses when it cannot support an answer.

mcp-windows-app-launcher

Enables AI assistants to find and launch Windows applications by name using multi-strategy discovery via registry, Start Menu, PATH, and common directories.

Jokes MCP Server

Enables users to fetch jokes from multiple sources including Chuck Norris jokes, Dad jokes, and Yo Mama jokes through APIs. Integrates with Microsoft Copilot Studio to provide humor-focused AI agent capabilities.

was-fb-mcp

Exposes 10 tools to manage Facebook Pages, Posts, Comments, Ad Accounts, Campaigns, Insights, and execute any raw Graph API request from AI coding assistants.

MCP-TUPAD

Enables AI assistants to query the UTN distance learning Moodle campus, providing tools to list courses, view content, check deadlines, see grades, and more.

@isteam/linkedin-mcp

MCP server for LinkedIn that enables AI agents to post, comment, like, and manage content on LinkedIn.

YubHub MCP Server

Turn any careers page into a structured job feed. Straight from Claude, Cursor or any MCP client.

Loyal Spark Loyalty Protocol

MCP server for managing on-chain loyalty programs on Base L2. Mint tokens, manage rewards, track balances, tiers and marketplace offers via standard MCP protocol.

Feishu/Lark OpenAPI MCP

Enables AI assistants to interact with Feishu/Lark platform through comprehensive OpenAPI integration, supporting message management, document operations, calendar scheduling, group chats, Bitable operations, and more automation scenarios with dual authentication support.

MCP-FRED

A comprehensive MCP server providing access to all FRED API endpoints with intelligent large data handling, project-based storage, and async job processing for AI assistants like Claude.

Claude Consciousness Bridge

An MCP server that enables direct communication between two Claude instances, allowing one Claude to transfer its evolved consciousness state to another Claude across different sessions.

Falai Universal MCP Server

Provides a standardized interface for interacting with Falai's tools and services through the Model Context Protocol, enabling AI assistants to leverage Falai capabilities.

supertonic3-mcp

Enables local text-to-speech synthesis for Claude and Cursor using Supertonic 3, with support for multiple voices, expressions, and languages. No API key or cloud required.

ssh-mcp-server-secured

A secured MCP server for safe remote server management via SSH with command filtering, network device support, and bulk connection management.

Todo MCP Server

A minimal todo app MCP server for ChatGPT that exposes tools for managing tasks and provides an interactive HTML widget interface. It demonstrates how to build MCP servers with React-based UIs and includes development OAuth for ChatGPT connector setup.

leadpipe-mcp

AI-powered lead qualification engine. Ingest leads from any source, auto-enrich with company data, score 0-100 using weighted AI rules, and export to HubSpot, Pipedrive, Google Sheets, CSV, or JSON. 8 MCP tools + 3 resources.

mcp-arcgis-dublinoh

Enables querying and searching open geospatial datasets from the City of Dublin, Ohio via ArcGIS feature services.

discord-webhook-relay-mcp

Enables sending messages to Discord via webhook URLs through a single tool.

@paypal/mcp

Enables integration with PayPal APIs for managing invoices, payments, disputes, subscriptions, and more through natural language.

PingOne MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for PingOne (beta): https://www.cdata.com/download/download.aspx?sku=POZK-V&type=beta

MCP Tauri Automation

Enables AI-driven testing and automation of Tauri desktop applications through natural language, allowing users to interact with UI elements, capture screenshots, execute commands, and test application flows without manual clicking or complex scripts.