发现优秀的 MCP 服务器

Django Styleguide MCP Server

Provides AI assistants easy access to Django best practices by splitting comprehensive styleguide documentation into AI-friendly sections accessible through the Model Context Protocol.

AI Vision MCP Server

Provides AI-powered visual analysis capabilities for Claude and other MCP-compatible AI assistants, allowing them to capture and analyze screenshots, perform file operations, and generate UI/UX reports.

wowaudit-mcp-server

Exposes the WoWAudit API as structured tools for guild management, including roster, raid planning, attendance, wishlists, loot history, and applications, with read-only mode by default and optional write support.

Steam MCP Server

A local MCP server that lets Claude fetch data from your Steam game library via the Steam Web API. All tools are read-only.

Prometheus MCP Server

MCP server that enables AI assistants to query and analyze Prometheus metrics through PromQL, with support for metric discovery and authentication.

mcp-postmark

Enables sending single or batch emails via the Postmark API through an MCP server.

Memory MCP Server

Provides tools for AI agents to manage long-term memories, daily notes, and TODO lists through a structured markdown file system. It enables context awareness by allowing agents to read, write, and search entries for persistent information storage.

Poligraph MCP Server

Exposes French political data from Poligraph as MCP tools, allowing journalists and citizens to query politicians, votes, fact-checks, elections, and more via natural language.

Remote MCP Server

A Cloudflare Workers implementation of Model Context Protocol (MCP) server that enables AI tools to be exposed to Claude and other assistants through OAuth authentication.

mcp-server-poc-projects

使用标准输入/输出传输的桌面端简单概念验证项目

mock-mcp

A minimal local HTTP MCP mock server for development and testing, providing predictable tool responses with OAuth token support and zero dependencies.

Sentry MCP Server

Enables searching and analyzing Sentry issues, events, and traces via natural language, providing tools for error investigation and distributed tracing.

mcp-github

MCP server for the GitHub REST API that enables interaction with repositories, pull requests, issues, branches, commits, reviews, and code search, with configurable write and destructive operations.

serial-mcp

MCP server that lets LLMs talk to serial devices: microcontrollers, routers, modems, embedded Linux, anything with a UART.

HexDocs MCP

Provides semantic search capabilities for Hex package documentation using AI embeddings. Automatically fetches, processes, and searches Elixir package documentation to help developers find relevant information through natural language queries.

ContextBuilder (ctx)

A Context-as-a-Service MCP server that maintains structured, graph-based context for Shopify apps by extracting and summarizing data from web sources and help centers. It enables multi-agent systems to retrieve isolated, provenance-backed context slices or starter bundles via push and pull mechanisms.

mt4-mcp

MCP server for AI agents to inspect and trade against a MetaTrader 4 terminal, with an offline mock mode for CI and demos.

MCP Domotica Backend

Enables control and management of smart home devices across multiple rooms through specialized MCP servers. Supports lights, thermostats, fans, and ovens with room-specific rules and automatic persistence.

MCP Academic Structure Server

Enables AI assistants to navigate, search, and analyze academic materials organized in cycles, semesters, and modules via Google Drive.

Airtable MCP Server

A Model Context Protocol server that provides read and write access to Airtable databases, enabling LLMs to inspect database schemas, then read and write records.

holdings-mcp

Let your AI send invoices and take payment — card or ACH. Free. Every write is confirm-gated, and it connects Claude, ChatGPT, or Cursor to your Holdings workspace.

Quack MCP

Enables LLM agents to load, explore, and analyze CSV and Excel files using DuckDB, with tools for SQL querying, statistical analysis, expense optimization, and anomaly detection.

Intersight MCP Server

Enables LLMs to interact with Cisco Intersight APIs for managing data center infrastructure, including server monitoring, policy management, network configuration, and hardware telemetry across 199 tools.

ETABS MCP Server

Connects AI assistants to CSI ETABS for structural engineering tasks, enabling model creation, analysis, design, and seismic checks via the COM API.

Greeter MCP Server

A simple demonstration MCP server that provides a greeting functionality when integrated with Gemini CLI.

vrchat-udon-mcp

MCP server that provides UdonSharp development tools for VRChat by indexing and searching the agent-skills-vrc-udon repository, enabling AI agents to access skills, rules, templates, and validate code.

mcp-model-router

Routes each prompt to the best-fitting Claude model via a local, zero-cost classifier, exposing a single smart_prompt tool for MCP clients.

@cyanheads/openalex-mcp-server

Access the OpenAlex academic research catalog - 270M+ publications through MCP. Supports STDIO and Streamable HTTP.