发现优秀的 MCP 服务器

Gmail AutoAuth MCP Server

Enables AI assistants to manage Gmail through natural language, supporting operations like sending, searching, and reading emails. It includes comprehensive label management, batch processing, and a streamlined OAuth2 auto-authentication flow.

Wind MCP

Provides AI assistants with direct access to Wind Financial Terminal data, including market data, fundamentals, screening, macro economics, and portfolio management through 23 tools and a resource.

Graphiti FastMCP Server

A temporally-aware knowledge graph MCP server for AI agents, enabling episodic ingestion, entity management, and semantic search with support for multiple LLM and embedding providers.

TickerAPI

Pre-computed financial market intelligence for AI agents. Stocks, crypto, and ETFs.

code-to-tree

code-to-tree

MCP Gateway

A unified enterprise-grade gateway that lets LLM agents call multiple MCP servers through a single REST API, with built-in authentication, rate limiting, logging, and metrics.

@mob999/cube_mcp

Provides AI assistants with semantic layer visibility and multi-dimensional querying capabilities over Cube.js data.

paperless-mcp

Enables interaction with a paperless-ngx document management system through MCP tools, allowing document search, retrieval, upload, and metadata management via natural language.

mcd-demo

正在测试创建简单的 Minecraft (MCP) 服务器并与 LangChain 代理集成。

ResiliReplay

Local-first MCP and coding-agent reliability harness that captures bounded, sanitized failure evidence and generates deterministic executable regression tests. Capture is opt-in; no API key or hosted service is required.

OmniWire

A unified mesh control layer that provides 30 MCP tools for managing distributed infrastructure, enabling AI agents to execute commands, transfer files, and manage Docker containers across multiple nodes. It features persistent SSH2 connection pooling and cross-node configuration synchronization to unify disparate servers into a single interface.

iMessage MCP

Read-only MCP server for local macOS Messages database, enabling querying of chats, messages, attachments, and metadata.

AI MCP Portal

aimcp 的门户网站 (aimcp de mén hù wǎng zhàn)

stm32-mcp-docs

MCP server that provides semantic search and documentation for STM32 microcontrollers, with specialized agents and slash commands for embedded development assistance.

django-admin-mcp-api

Exposes Django admin's ModelAdmin as MCP tools, with identical permissions, form validation, and session authentication.

akb

MCP-native knowledge base for AI agents — vault-scoped docs, tables, and files, git-versioned, with hybrid search (BM25 + pgvector dense + reranker) and an event stream so external consolidators / gardeners stay decoupled.

Claude Code MCP for Cursor

Bridges Claude Code CLI with Cursor IDE to use your existing Claude subscription without separate API costs.

Apache Zeppelin MCP Server

Enables LLM agents to interact with Apache Zeppelin notebooks via the Zeppelin REST API, supporting operations like listing, searching, editing, and running notebooks.

AOSP Platform Builder MCP

Connects to a GCP-hosted AOSP build VM via IAP tunnel, uploads APKs as privileged system apps, and builds system.img.

filemaker-odata-mcp

MCP server for FileMaker Server OData 4.01 API integration, enabling AI assistants to discover databases, perform CRUD operations, and manage connections.

ABS MCP Server

An MCP server that provides AI assistants with access to Australian Bureau of Statistics data through the SDMX-ML API, enabling statistical data querying and analysis.

UniMCP

Unity Editor MCP SDK that exposes Unity Editor capabilities as MCP tools, enabling AI assistants like Claude Code to drive Unity Editor workflows through prefab inspection, asset manipulation, and preview rendering.

GitHub CLI MCP Server

An MCP server that wraps the GitHub CLI to provide comprehensive access to repository management, pull requests, issues, and workflows. It enables users to perform complex GitHub operations and interact with the GitHub API through a standardized interface.

tojeong-mcp

Calculates Tojeongbigyul (토정비결) fortune for a given birth date and year, returning total fortune and monthly forecasts based on traditional Korean divination methods.

Coinmarket MCP Server

Enables access to CoinMarketCap API data, including latest cryptocurrency listings and token quotes, through natural language.

BFL MCP Server

An MCP server that enables generating and editing high-quality images with natural language using Black Forest Labs' FLUX.1 Kontext Pro model.

Memory MCP Server

Enables AI agents to maintain context across conversation sessions by saving and retrieving summaries of key points from past interactions.

Enterprise MCP Kit

Provides a secure, job-oriented MCP connector for NetBox device lookup, enabling retrieval of device identity, status, site, role, and primary IP by name or ID without write access or bulk enumeration.

Generic Database MCP Server

Enables read-only SQL querying and schema inspection across MSSQL, PostgreSQL, and MySQL databases via MCP tools.

Lens MCP

Provides browser-grade web access by rendering pages to markdown, taking screenshots, and fetching images using headless Chromium/Firefox (Playwright) and httpx.