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！

AcuMiglio MCP GitHub Agent

MCP server that lets AI agents interact with GitHub using natural language, supporting operations like creating repositories, issues, and commits.

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.

world-model-mcp

Temporal knowledge graph for codebases that captures decision traces, links test failures to code changes, learns co-edit patterns, predicts regression risk, and enforces learned constraints at the edit boundary via a PreToolUse hook.

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.

mcp-confluent

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

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.

weeek-mcp

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

cesm-runner-mcp

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

selfhosted-sentry-mcp

MCP server for self-hosted Sentry instances, providing tools to query and triage issues and events, inspect stack frames, manage releases, and access raw Sentry API.

marketlens-llm-mcp

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

Procesio MCP Server

用于与 Procesio API 交互的 MCP 服务器

qe-mcp

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

Luxembourgish Cybersecurity MCP

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

Statistics MCP Server

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

patent-agent

Enables conversational patent data analysis through a set of tools for trend analysis, clustering, word cloud generation, and more. Allows natural language queries to explore patent datasets with structured results and visualizations.

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.

Remote MCP Server Authless

Enables deployment of a remote MCP server on Cloudflare Workers without authentication, supporting custom tools and integration with Claude Desktop and Cloudflare AI Playground.

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.

TrendRadar

Enables AI-driven public opinion monitoring and trend analysis with multi-platform aggregation, smart alerts, and natural language interaction via MCP.

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.

HIRA Disease MCP

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

mcp-msgdump

Zero-dependency MCP server and CLI that proxies, inspects, and analyzes JSON-RPC message streams between MCP clients and servers.

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。

@cyanheads/reliefweb-mcp-server

An MCP server to search and retrieve humanitarian reports, disasters, jobs, training, and country profiles from ReliefWeb via STDIO or Streamable HTTP.

Polymarket MCP Tool

A Model Context Protocol server that enables interaction with Polymarket prediction markets through Claude Desktop.

llm-mcp-server-template

LLM-MCP 服务器的模板项目

multi-account-gmail-mcp

A local-first MCP server for managing multiple Gmail accounts with separate OAuth grants, supporting search, retrieval, labels, drafts, and attachments while deferring direct send and destructive actions for safety.