发现优秀的 MCP 服务器

Cyber Skill Router

A sandbox-first MCP server that enables AI agents to safely perform reverse-engineering tasks in fully isolated Docker containers, featuring zero-trust security, declarative YAML-based skills, and white-hat ethical safeguards.

srgplus-mcp

MCP server for SRG+ — lets Claude (and any MCP-aware agent) manage hubs, channels, content, assets, users, and workspaces through the SRG+ API.

crawlcheck-mcp-server

Enables crawling websites in a real Chromium browser to report JavaScript console errors, uncaught exceptions, failed requests, broken links, and accessibility violations, classifying issues as first- or third-party.

GitHub Actions MCP Server

An intelligent MCP server that gives AI agents full control over GitHub Actions CI/CD pipelines, including real-time monitoring, log analysis, AI-powered failure diagnosis, and deployment management.

mcp-structured-thinking

一个 TypeScript 模型上下文协议 (MCP) 服务器，允许 LLM 以编程方式构建思维导图，以探索一个想法空间，并强制执行“元认知”的自我反思。

Myrmex Hive

A decentralized, secure agent orchestration framework for monitoring and managing distributed edge servers, Docker hosts, and Kubernetes nodes via outbound SSH tunnels with zero inbound ports.

Hydra

Enables Codex to delegate bounded engineering jobs to Claude Code CLI in isolated Git worktrees with strict security and allowance pacing.

KuzuMem-MCP

A distributed memory bank MCP server that stores AI agent memories in a KùzuDB graph database with repository/branch isolation. Features AI-powered memory optimization, dependency tracking, and comprehensive graph analysis capabilities.

NS Lookup MCP Server

一个简单的 MCP 服务器，它公开 nslookup 命令的功能。

DrugWise

An MCP server that provides AI-assisted clinical decision support for medication safety, integrating trusted biomedical sources to detect drug interactions and suggest therapeutic alternatives.

AI Switch MCP Server

Enables session continuity across AI coding assistants by preserving context and generating handoff markdown, allowing seamless switching between tools like Cursor, Claude Code, and Claude Desktop.

sync-vault-agent

An MCP server that enables AI assistants to search, read, and manage files across multiple cloud drives (Baidu, Aliyun, 115, OneDrive, Quark) through a unified interface.

ComfyUI MCP Server

一个用于连接本地 ComfyUI 实例的服务器，该服务器支持使用自定义 URI 方案存储和总结笔记。

OpenAPI Korea MCP Server

Enables access to Korean public data services through OpenAPI integration. Supports querying government datasets like parking information in Sejong City through natural language interactions.

ai-visibility-mcp

Audits AI-bot visibility: robots.txt per-bot for 22 AI user-agents (GPTBot/ClaudeBot/PerplexityBot/etc), Cloudflare flags, JSON-LD, sitemap, llms.txt, SPA shell, plus cross-model brand mentions via Perplexity + OpenRouter. 0-100 score. SSRF-guarded, spend-capped.

DevTask Mcp

Enables AI agents to manage a task board by investigating needs, creating well-specified tasks, and executing them end-to-end.

MySQL MCP Server

Enables Claude Desktop to execute read-only SQL queries on MySQL databases via natural language, with dynamic connection switching and built-in security.

x-archive-rag MCP server

Enables to search, draft, and profile from your X/Twitter archive locally via MCP tools.

Lithuanian Law MCP

Provides search, retrieval, and validation of Lithuanian statutes and provisions, including EU law cross-references, enabling legal research and compliance checks through natural language.

Product Recommendation System

Enables semantic search and natural language product recommendations using ChromaDB vector store and Azure OpenAI embeddings. Supports multi-filter search by category, brand, and price with 8 specialized MCP methods for intelligent product discovery.

kcp-harness

An MCP compliance proxy that enforces deterministic knowledge governance for AI agents, routing tool calls through a 14-gate planner and generating audit logs, budget ledgers, and approval tickets.

Ticketmaster Discovery MCP Server

Enables discovery of events, venues, and attractions through the Ticketmaster Discovery API, with flexible search filters and multiple output formats.

Jira MCP Server

JIRA 的 MCP 服务器

Imaginate

MCP server that expands rough ideas into detailed image prompts via LangChain and generates images using the Hugging Face Inference API.

Multi-Agent Research System MCP Server

Enables multi-agent research with web search and analysis, accessible via VS Code Copilot tools.

RC Engine

An AI-native product development pipeline that guides users from idea to shipping with structured research, architecture, build, validation, and traceability using 52 tools across 4 domains.

RandomUser MCP Server

提供对 randomuser.me API 的增强访问，具有高级功能，例如自定义格式、密码生成和加权国籍分布。

mcp-server-garmin

MCP server for Garmin Connect that enables users to access and manage their personal health and fitness data, including daily summaries, heart rate, sleep, HRV, stress, body composition, activities, and training readiness, with secure per-user authentication.

ESP32 MCP Server

允许人工智能模型连接到 ESP32 暴露的接口。为 ESP32 创建人工智能生成的 MCP 服务器。

WildFly MCP

一个 WildFly MCP 服务器，用于与您的 AI 聊天机器人（例如 claude.ai）集成。