发现优秀的 MCP 服务器

Union Unity MCP Server

Enables AI agents to interact with Unity projects through multimodal vision, code analysis, asset management, and scene manipulation. Supports real-time Unity editor control, project search, script creation, and visual debugging through screenshots.

Code Reviewer Fixer Agent

这个 AI 代理使用 Sentry 和 GitHub MCP 服务器，分析代码仓库，检测潜在的安全漏洞，审查代码质量，并根据 Sentry 错误日志提出修复建议！

Statistics MCP Server

A Model Context Protocol (MCP) server that provides statistical analysis tools for sales and salary data.

Mensa TUD MCP Server

An MCP server for accessing the TU Dresden canteen API. It provides tools to query canteen information, available days, and daily meal menus.

marketlens-llm-mcp

Enables product enrichment with sentiment analysis, category mapping, and attribute extraction; provides tools to fetch top products and cluster summaries.

OpenAI Ads MCP

Enables management of OpenAI Ads campaigns, ad groups, ads, and insights through MCP, with approval-gated live mutations for safe write operations.

Procesio MCP Server

用于与 Procesio API 交互的 MCP 服务器

agent-memory-mcp

Enables persistent, graph-based memory for AI agents, allowing them to store, traverse, and recall relationships between facts, decisions, and context across sessions for efficient reasoning and reduced token usage.

qdrant-llamaindex-mcp-server

An MCP server for querying and managing LlamaIndex documents stored in Qdrant vector databases, with automatic embedding model detection and extensive tools for search, retrieval, and collection management.

adb_mcp_server

Enables remote control of Android devices via ADB, including screen operations, input, app management, file transfer, and advanced tools like UI testing and performance analysis.

cesm-runner-mcp

MCP server for driving CESM case lifecycle: setup, build, submit, and monitor. Complements CrocoDash MCP for grid creation and forcing.

mcp-confluent

一个 MCP 服务器实现，旨在与 Confluent Kafka 和 Confluent Cloud REST API 进行交互。

Luxembourgish Cybersecurity MCP

Query Luxembourgish cybersecurity data -- regulations, decisions, and requirements from CIRCL -- directly from MCP-compatible clients.

MCP Agent Mail

A coordination layer for coding agents that provides identities, message threading, and searchable history. It features file reservation leases to prevent agents from overwriting each other's work in multi-agent environments.

mcp-mikrotik

MCP server for managing MikroTik RouterOS devices, enabling reading device state and performing guarded write operations such as setting identity via natural language.

qe-mcp

Provides QE Framework expert-library guidance with compact search and recommendation tools, returning full expert content only on explicit request.

Contractor Scale Context MCP Server

Enables AI agents to access Contractor Scale internal context, including client background, meeting transcripts, and team summaries, via three tools: list_clients, get_client_context, and get_meetings.

tenderapi-mcp

Exposes French and EU public procurement data (BOAMP + TED) as MCP tools for AI agents, enabling search for tenders, awards, and winner intelligence via typed filters.

New Relic MCP Server

Enables natural language access to New Relic for monitoring, querying, and managing dashboards, entities, alerts, and deployments via the Model Context Protocol.

HIRA Disease MCP

Enables searching and retrieving Korean disease information and statistics from the Health Insurance Review and Assessment Service (HIRA) using Claude.

llm-mcp-server-template

LLM-MCP 服务器的模板项目

scholar-mcp

Multi-source academic paper search, citation graph exploration, and PDF download as an MCP server, designed for LLM agents doing research.

link-mcp-server

Enables AI coding assistants to extract screenshots, DOM content, and structured frontend analysis from public links, including Axure prototypes.

netdisk-mcp-server

MCP server for cloud storage operations enabling browsing, file transfer, offline download, and multi-platform resource search for Quark and 115 drives.

Gemini Function Calling + Model Context Protocol(MCP) Flight Search

使用 Gemini 2.5 Pro 的模型上下文协议 (MCP)。使用 Gemini 的函数调用功能和 MCP 的航班搜索工具将对话式查询转换为航班搜索。

Shadow Complement Integration MCP

Applies Jungian shadow complement to unified composition parameters, creating psychological depth through systematic visual opposition after multi-domain blending.

weeek-mcp

MCP server for WEEEK Public API v1 enabling management of tasks, projects, boards, tags, custom fields, time tracking, and CRM entities.

home_mcp_gateway

A local MCP gateway that provides image generation and editing tools via external APIs (e.g., DALL-E) and local ComfyUI workflows, with authentication and policy enforcement.

openmemory-rag-mcp

MCP server for importing documents into OpenMemory RAG knowledge base. Supports file uploads, URL imports, text ingestion, and knowledge base search.

nvim-mcp

Enables AI assistants to control running Neovim sessions via RPC socket, supporting command execution, state inspection, and LSP actions. Automatically discovers Neovim instances and supports multi-instance management on Linux and macOS.