发现优秀的 MCP 服务器

facebook-web-mcp

A local MCP server that lets Claude use your Facebook account through the normal website in a real Chrome window, with read-only tools and staged, confirmable write actions.

cubrid-mcp

MCP server for exploring CUBRID database schemas and executing read-only SQL queries with policy-based restrictions. Enables safe database interaction through natural language in MCP-compatible clients.

superagentic

An MCP server that lets agents claim, work on, and finish units of work in a coordinated fleet, with lease and heartbeat protection, plus tools for orchestrators to define work and collect results.

Descript Complete

Provides full Descript integration for transcription, AI-powered editing, voice synthesis, and export. Automates audio/video processing including filler word removal, silence trimming, and project collaboration through natural language commands.

yinxiang-mcp

非官方印象笔记MCP服务器，支持笔记本、原生超级笔记、原始ENML和资源附件操作。

Skills MCP

Transform any AI agent into a domain expert by giving it access to modular, reusable skills through the Model Context Protocol. Brings Claude's Skills format to any MCP-compatible agent, allowing you to create skills once and use them everywhere.

keepassmcp

Read-only MCP server for KeePass databases that enables listing, searching, and retrieving entries while keeping passwords secure.

Aras Innovator Claude Agent

Enables Claude Desktop to interact with Aras Innovator PLM systems via OAuth 2.0, allowing users to query PLM data, create items, and call server methods through natural language.

Myth

Auto-generates MCP servers for Celo smart contracts, converting contract ABIs into AI-callable tools.

gam-mcp

A security-first MCP server that enables AI clients to read and write Google Ad Manager data through the Ad Manager API, with least-privilege defaults, gated writes, and per-user OAuth support.

TestRail MCP Server

A Model Context Protocol server that provides integration with TestRail, allowing AI assistants to interact with TestRail projects, test cases, test runs, and results.

PredictEdge Data MCP

Live analytics at the edge across prediction markets

Filesystem MCP Server

Node.js server implementing Model Context Protocol (MCP) for filesystem operations with comprehensive permission controls, allowing secure file and directory manipulation with granular access restrictions.

fallnotary-mcp

A sovereign, MIT-licensed MCP server wrapping the FallNotary SDK for Ed25519-signed notarial operations with discoverable registry and offline capability.

Gmail MCP Server

Enables AI assistants to manage Gmail accounts through natural language for tasks like sending, reading, searching, and organizing emails. It supports advanced features including draft management, label operations, and batch actions via secure OAuth 2.0 authentication.

mParticle MCP Server

Enables interaction with mParticle's Data Planning API to manage data plans, retrieve schemas, and govern data workflows via natural language.

MCP Docs Server

A centralized MCP server for internal technical documentation that integrates with IDEs like Claude Code and VS Code, enabling semantic search and management of Markdown documents via natural language.

GitHub Pages Retrieval MCP

Enables AI agents to search private GitHub Pages by authenticating in a dedicated browser and retrieving indexed sections from a local SQLite database, with support for multiple sites and languages.

mcp-solid-pod

MCP server for reading, searching, and optionally writing data in Solid Pods via LDP/RDF with headless client-credentials authentication.

Train in Silence

Enables users to describe their LLM fine-tuning job once and get the cheapest, fastest, and most balanced GPU options across a dozen cloud providers in seconds.

sandbox-mcp

自托管的MCP服务器，在Docker沙箱中提供命令执行、后台长任务、大文件传输和多沙箱自动管理，专为AI助手设计。

@slorenzot/mcp-azure

An MCP server for Azure DevOps that allows users to manage work items, sprints, iterations, and attachments. It supports custom WIQL queries and includes pre-defined prompts for common tasks like sprint planning, bug reporting, and daily standup generation.

MCP Gateway

A service orchestration layer for the Model Context Protocol. Manages multiple MCP services through a single unified interface — spawn, supervise, and route tool calls across all your services.

Arm MCP Server

Provides AI assistants with tools for Arm architecture development, migration, and optimization, including knowledge base search, code migration analysis, container inspection, assembly performance analysis, and workload performance testing.

gamecode-rag

Enables semantic search and call-graph exploration over decompiled Unity Mono C# codebases, with hybrid retrieval, LLM re-ranking, and lazy-loaded project indexes.

br8n

MCP server that captures and resumes coding context, saving snapshots of branch, open files, diff, and the user's hypothesis, with searchable journal and gap-filling exploration.

@brainerce/mcp-server

Provides AI coding assistants with domain knowledge about the Brainerce headless commerce platform, including SDK reference, type definitions, business flows, critical rules, and live store capabilities.

Fetch MCP Server

提供以各种格式（包括 HTML、JSON、纯文本和 Markdown）获取 Web 内容的功能，并支持自定义标头。

mcp-docs

一个简单的 MCP 服务器，用于提供 AI 应用的文档。 (Yī gè jiǎndān de MCP fúwùqì, yòng yú tígōng AI yìngyòng de wéndàng.)

MCP OpenProject Server

Enables AI assistants to manage projects through OpenProject's API, providing complete project management capabilities including work packages, tasks, and team collaboration features.