发现优秀的 MCP 服务器

@actalumen/mcp-server

Enables AI agents to upload, verify, and chat about documents for compliance (e.g., SOC2, GDPR) with PII redacted server-side.

ScaleKit Exa MCP Security

A production-ready MCP server that provides AI agents secure access to Exa web search with OAuth-based authentication, scoping, and auditing via ScaleKit.

Sport Health MCP

Enables agents to locally analyze Huawei Health export data, retrieve activity summaries, tracks, samples, and health context, and generate structured report evidence with optional environmental data.

memory-arbiter-mcp

A lightweight, fully local MCP server that provides AI coding tools with a shared SQLite memory store and built-in conflict arbitration, enabling structured memory sharing across tools like ZCode, Codex, Cursor, and Claude Code without external dependencies.

ForwardEmail MCP Server

Enables management of ForwardEmail domains, aliases, emails, sieve filters, contacts, calendars, and more via natural language, using 71 MCP tools.

MCP To LangChain Tools Conversion Utility / TypeScript

旨在简化在 LangChain 中使用 MCP 服务器工具的软件包。

container-mcp

Run AI agents in VM-isolated sandboxes on your Mac.

mindmapio-mcp

Enables AI agents to build and interact with mind maps on mindmap.io. Agents can create, read, update, and delete maps and nodes, run prompts on nodes, and auto-expand topics into follow-up questions.

v0-mcp-ts

MCP server that bridges design and code by generating UI components, layouts, and themes from text prompts using v0.dev, with features like code refactoring and accessibility auditing.

stalwart-mail-mcp

Connects AI agents to self-hosted Stalwart mail servers via a Cloudflare Worker and JMAP, enabling mailbox search, reading, listing, and two-step draft-and-send email operations through MCP.

AWS AppRunner MCP Server

A boilerplate TypeScript MCP server with Express.js designed for AWS AppRunner deployment. Provides sample tools, resources, and prompts with Docker containerization and GitHub Actions CI/CD workflow.

Business Intelligence MCP Server

Enables AI-powered business intelligence queries on Elasticsearch data using natural language and Claude integration via MCP.

Airbnb Search & Listings

Enables searching Airbnb listings with advanced filtering (location, dates, guests, price) and retrieval of detailed property information including amenities, policies, and booking links.

PlantUML MCP Server

Converts PlantUML snippets into shareable diagrams with support for capability landscapes, business scenarios, and ArchiMate diagrams. Supports HTTP, SSE, and STDIO transports for integration with Claude Desktop, Flowise, and other MCP-compatible runtimes.

Offshore Leaks (ICIJ)

Enables users to check names against the ICIJ Offshore Leaks database for compliance and AML due diligence. Provides a single read-only tool accessible via MCP over HTTP.

opennews-mcp

Crypto news aggregation MCP server with AI ratings, trading signals, and real-time updates. Enables searching, filtering, and subscribing to news from various sources.

Next.js MCP Server

Enables AI assistants to automate Next.js development including project scaffolding, React component generation, API route creation, and full-stack application workflows with TypeScript and Tailwind CSS support.

threads-mcp

MCP server for the Threads API, enabling profile management, content reading, publishing, replies, and discovery through 26 tools.

gemini-file-search-rag-mcp

MCP server for Google's Gemini File Search (RAG). Manage file search stores, upload documents, and query with RAG through 12 tools.

@gstcranes/mcp-server

Provides access to public GST Cranes resources including company records, Crane Wiki, marketplace, and developer APIs without authentication.

mdslides-mcp-server

An MCP server for generating HTML presentation slides from Markdown content using the mkslides library, enabling integration with tools like Claude in VSCode to create and manage presentations.

gsuite

Comprehensive Google Workspace MCP server with Gmail, Drive, Calendar, and Contacts integration.

MCP Framework

用 Typescript 编写 MCP (模型上下文协议) 服务器的框架

jieba-mcp

Enables Chinese text segmentation using the jieba library with support for precise, full, and search engine modes. Provides natural language access to professional Chinese word segmentation capabilities through MCP protocol.

tooldirectory-mcp

Search the AI Tool Directory catalog of 2,000+ AI tools — compare tools, find curated alternatives, and check whether a tool is still active, defunct, or acquired (backed by the AI Graveyard dataset).

KAP MCP Tools

A Model Control Protocol server that provides access to Turkey's Public Disclosure Platform (KAP) data, including company information, financial reports, market announcements, and sector information.

arena-mcp

MCP server for Are.na that enables visual search of design references, including curated channels, image blocks, and authors, directly from Claude Code.

Midnight MCP Server

An MCP server with comprehensive CI/CD workflows including unit tests, integration tests, and end-to-end validation. Features automated testing across multiple Node.js versions with coverage reporting and linting validation.

ChatGPT-Codex-Claude Bridge

Enables ChatGPT to remotely orchestrate local Codex and Claude Code agents for file editing and command execution via a secure Cloudflare tunnel, bridging cloud AI planning with local execution.

Semantic Notes Vault MCP

Connects AI assistants to an Obsidian vault as a semantic knowledge graph, enabling graph navigation, semantic search, and content operations through MCP.