发现优秀的 MCP 服务器

Twitter MCP Server

A Model Context Protocol server that enables AI assistants to interact with Twitter functionality using cookie-based authentication, allowing for timeline access, tweet management, user information retrieval, and search capabilities.

goalslot-mcp

Enables AI assistants to manage goals, tasks, weekly schedules, time tracking, reports, notes, and journal entries on a GoalSlot account through MCP tools.

Cisco NX-OS CLI MCP Server

Enables interaction with Cisco NX-OS devices by executing CLI commands via the NX-API interface. It supports concurrent multi-device operations, batch command execution, and provides responses in both text and structured JSON formats.

Yandex Browser MCP Server

Enables comprehensive control and automation of Yandex Browser, including tab management, content extraction, and console log monitoring. It supports element interaction, form filling, and JavaScript execution through the Model Context Protocol.

shop-db

Enables AI agents to read-only query an online store's SQLite database, listing tables, inspecting schemas, and running SELECT queries over customers, products, orders, and order items.

@lobsterkit/vault-mcp

MCP server for LobsterVault, enabling AI agents to securely store, retrieve, manage, and share encrypted secrets with KMS envelope encryption, including environment variable injection.

mcp-apple-notes

在你的 Apple Notes 上启用语义搜索和 RAG（检索增强生成）。

Relay MCP Server

An AI operations agent that reads from your own PostgreSQL database and policy documents, provides grounded answers with citations, and exposes read-only tools to external MCP clients while keeping writes behind a human approval gate.

Portals MCP

Enables Claude to design and build interactive 3D games within the Portals virtual platform through direct API integration. It facilitates automated asset placement, interaction logic configuration, and quest management using natural language commands.

rankedtoday-mcp

This MCP server provides League of Legends math and cognitive-readiness tools for AI agents, including MMR estimation, climb projection, KDA calculation, and sleep/reaction time research. It requires no API key or network calls, as every tool is a pure function with visible arithmetic.

pg-analytics-mcp

Enables Claude to query a Postgres analytics schema via a read-only MCP server, with tools auto-generated from live database introspection and configurable SQL queries defined in YAML.

MCP Server & VSCode Extension

🚀 MCP 服务器 & VSCode 扩展：一款强大的工具，使开发者能够使用自然语言提示创建功能完善的 Web 应用程序。它基于 MCP 服务器和 VSCode 扩展构建，并与 Google 的 LLM 🤖 集成，以生成 HTML、CSS 和 JavaScript 代码。🎨💻

mcp-business-bot

Enables querying company knowledge base using RAG, providing accurate answers from internal documents via MCP.

aura-memory

Persistent cognitive memory for AI agents. Sub-millisecond recall, fully offline, encrypted. 8 tools: recall, recall_structured, store, store_code, store_decision, search, insights, consolidate.

stellar-memory

Provides a persistent memory layer for Stellar and Soroban projects, scanning repositories to create a knowledge graph of contracts, storage, and on-chain state. Exposes this memory to AI agents via MCP, enabling project overview, search, and context recovery.

Zaia

MCP server that exposes SQLite datasets as queryable tools and resources via Streamable HTTP, enabling read-only exploration and SQL queries.

landuse-mcp

A Model Context Protocol server for retrieving land cover, soil type, and temporal land use data for any geographical coordinates using the National Land Cover Database and FAO soil classifications.

mcp-metals-api

Wraps the Metals-API to provide real-time precious metals data (gold, silver, platinum, palladium) via natural language queries, part of the Pipeworx gateway for AI agents.

Open AI Text To Speech1 MCP Server

Enables users to convert text into high-quality audio by accessing the OpenAI Text-to-Speech API. It supports customizable model selection and voice options for synthesized speech generation via the MCP protocol.

mcp-server-minecraft-mod-devdoc

Provides access to Minecraft mod development documentation (Neoforge) via MCP tools, allowing users to list providers and versions, browse file structures with previews, and retrieve full document content.

mijia-home-mcp

An MCP server that provides read-only snapshots and change detection for Xiaomi smart home devices, enabling AI clients to get structured home status with a single call.

MCP Gnews

MCP服务器为客户端提供在互联网上搜索相关新闻的能力。

Windows Operations MCP

Enables comprehensive Windows system management through Claude Desktop, including PowerShell/CMD execution, file operations, archive handling, Git tools, network testing, and system monitoring. Provides a complete toolkit for Windows automation and administration tasks.

MCP_testing

Demonstrates a simple MCP client-server setup using fastmcp, with an advanced blog server featuring dynamic resources, tools for post creation and publishing workflows, caching, and async operations.

CodeGraph

Supercharges AI coding agents with a pre-indexed semantic code graph, enabling instant symbol relationships, impact analysis, and context retrieval across 20+ languages.

Apify Wellfound Jobs API MCP Server

Enables searching and retrieving startup job listings from Wellfound with salary, equity, and company signals like Y Combinator backing, funding stage, and remote status.

tradeos-mcp

Connects TradeOS trading intelligence to MCP-compatible AI tools, enabling natural language-driven market analysis, ticker search, spread comparison, macro context, and custom trading agent management.

VÆR

Provides LLM-friendly weather tools and Norwegian place name resolution via MCP, enabling weather forecasts, air quality, marine conditions, and activity planning.

MCPO - MCP Pollinations Proxy

A Docker-containerized MCP proxy that provides AI image generation, text generation, vision analysis, and text-to-speech capabilities through REST endpoints using Pollinations AI services. Enables multimodal AI interactions including image creation, transformation, OCR, and audio generation through standard HTTP APIs.

ros-mcp-server

Controls Autonomous Mobile Robots (AMRs) through natural language via MQTT and an LLM bridge, enabling navigation and system commands.