发现优秀的 MCP 服务器

MCP Apps Template Server

A starter template for building MCP apps with React widgets, featuring tool execution, UI capability negotiation, and host integration.

qdrant-mcp-ollama

Enables AI assistants to perform semantic search and retrieval across codebases stored in Qdrant, using Ollama models for GPU-accelerated embeddings.

mongodb36-mcp-server

Enables AI assistants to interact with MongoDB 3.6+ databases, supporting collection listing, document queries, counting, and aggregations through natural language.

pente-mcp

Enables AI to play Pente live against a human via MCP, using ChanBlake's browser game as a shared board. Provides create, join, move, and view tools for real-time multiplayer matches.

ui-extractor

MCP server for extracting UI components, design tokens, and patterns from websites and generating production-ready React, Vue, and HTML components.

expedia-travel-recommendations-mcp

MCP server for Expedia travel recommendations. Enables LLMs to search hotels, flights, activities, and car rentals using natural language.

mcp-sqlite3

Exposes sqlite3 database functionality as MCP tools, enabling SQL query execution, schema management, and CRUD operations.

Monorail MCP Server

Enables AI agents to fetch real-time quotes, token information, and trade transaction data from Monorail's aggregation of 11 exchanges and 7000+ tokens.

MongoDB MCP Server

Enables interaction with MongoDB databases through user management tools including creating, retrieving, and listing users with pagination support.

Notion MCP Bridge

Enables secure natural language querying of Notion CRM databases, allowing AI agents to retrieve client health, ARR, and deployment roadblocks through a custom MCP middleware.

kura

Provides long-term memory for agents with meaning-based recall, evidence-gated writing, and separate stores per agent mode.

Cloudera Iceberg MCP Server

Enables read-only access to Apache Iceberg tables via Impala, allowing LLMs to inspect database schemas and execute SQL queries to retrieve data from Iceberg tables.

enigma-python-mcp

A Model Context Protocol server that brings the capabilities of enigmapython library to LLMs, allowing them to encrypt and decrypt messages using historically accurate Enigma machine emulators

Civitai MCP Server

Enables AI agents to fully interact with the Civitai platform, including browsing models, images, and creators; posting, reacting, reviewing, following, collecting, writing articles and comments; sending DMs; and managing bounties and announcements.

Aspose.Cells Cloud MCP Server

Automates Microsoft Excel spreadsheet creation and editing via MCP tools for any MCP-compatible client.

LinkedIn Post MCP

An MCP server that lets you publish posts to your LinkedIn profile using the official LinkedIn API, with support for markdown formatting and OAuth authentication.

RedAlert MCP Server

Provides real-time rocket alerts, historical statistics, shelter search, and city data through 12 MCP tools.

Railway MCP Server

Enables management of Railway.app infrastructure through natural language, including deploying services from GitHub repos or Docker images, managing environment variables, monitoring deployments, and configuring networking and volumes.

docs-mcp-server

MCP server that exposes one or more documentation folders (Markdown, MDX, TXT) to AI agents, enabling listing, reading, and searching of documentation files.

qt-mcp

An MCP server for inspecting, debugging, and interacting with PySide6 desktop applications. It enables AI agents to capture UI snapshots, read widget properties, and perform actions like clicking buttons or typing text.

MiniMax MCP Server

Provides MCP tools for MiniMax Token Plan quota queries, web searches, image understanding, and image generation, enabling integration with Claude Code.

content-knowledge-mcp

Provides content agents with structured search over editorial guidelines, visual templates, and past post outcomes, enabling auditable proposals that cite rule IDs.

Samsara Fleet MCP Server

Exposes live Samsara fleet data via MCP tools for searching assets and retrieving GPS locations.

Nexus RAG MCP Server

Enables AI agents with long-term memory and retrieval-augmented generation (RAG) capabilities, allowing them to recall past conversations, search local files, and learn user preferences.

HUST CNKI Research MCP

Enables AI agents to search, read, and cite Chinese academic papers from CNKI using HUST single sign-on, with support for full-text retrieval, BibTeX export, and PDF download.

Hello Server

A basic MCP server template built with Smithery that includes an example greeting tool for testing and development purposes.

shopware-mcp

Shopware 的 MCP 服务器

Torreable

Publish static websites as Tor hidden services (.onion sites) via MCP.

TMD Earthquake MCP Server

Provides access to earthquake data from the Thai Meteorological Department (TMD) API. Enables querying recent earthquakes, filtering by location and magnitude, and obtaining statistics.

confluence-mcp

A Confluence MCP server optimized for AI agents, enabling surgical section edits, fast page tree downloads, smart image handling, and more.