Discover Awesome MCP Servers

@lex-tools/codebase-context-dumper

一个模型上下文协议（MCP）服务器，旨在轻松地将你的代码库上下文转储到大型语言模型（LLMs）中。

MCP Server Airflow Token

A Model Context Protocol server that wraps Apache Airflow's REST API with Bearer token authentication support, enabling AI assistants to interact with Airflow deployments including Astronomer Cloud.

Hyperskill MCP Server

MCP 服务器，用于搜索和访问 Hyperskill 教育内容。

Swagger MCP (Multi-API Edition)

Enables AI to interact with multiple Swagger/OpenAPI specifications by listing endpoints, exploring models, and generating TypeScript code. It centralizes the management of various APIs through a configuration file, allowing for seamless integration of documentation into AI workflows.

HubSpot MCP Server

一个服务器，它使人工智能模型能够通过标准化接口与 HubSpot CRM 数据和操作进行交互，支持联系人和公司管理，并具有基于令牌的多用户身份验证。

FHIR MCP Server

Provides seamless integration with FHIR APIs, enabling AI/LLM tools to search, retrieve, and analyze clinical healthcare data with support for SMART-on-FHIR authentication and multiple transport protocols.

MCP WorkBoard CrunchTools

A secure Model Context Protocol server for interacting with the WorkBoard OKR and strategy execution platform. It enables users to manage user profiles and track goal progress through a standardized, containerized interface.

Outline knowledge base MCP Server

MCP server for Outline knowledge base implemented on Rust as one statically linked executable file for Linux/MacOS/Windows.

LeadsClean MCP Server

Sales Intelligence · B2B Lead Extraction An MCP (Model Context Protocol) server that gives AI agents structured B2B lead intelligence extracted directly from company websites. Point it at any URL and get back a clean JSON object — company summary, buying signals, inferred needs, and personalised icebreaker lines — ready to drop into your outreach pipeline. Built for agent pipelines. Works with Cl

Microsoft 365 MCP Server

An MCP server that enables running CLI for Microsoft 365 commands through GitHub Copilot Agent, allowing users to interact with Microsoft 365 services using natural language.

io.github.khglynn/spotify-bulk-actions-mcp

An MCP server for bulk Spotify operations enabling batch playlist creation, library exports, and large-scale library management with confidence scoring and human-in-the-loop for uncertain matches.

PingCode MCP Server

Enables AI assistants to query and manage PingCode project management data, including work items, releases, bugs, and requirements through natural language interactions.

Google Books MCP Server

Enables natural language book searches using the Google Books API to retrieve detailed metadata including titles, authors, publishers, and ISBNs. Supports both Japanese and English queries with configurable result counts.

nUR MCP Server

A Model Context Protocol server that enables natural language interactive control of Universal Robots collaborative robots, allowing users to control robot motion, monitor status, and execute programs through direct commands to large language models.

Competitive Intelligence & Daily Planning MCP

Enables AI-powered competitor monitoring and daily schedule optimization by integrating news data with calendar and task management tools like Google Calendar, Jira, and Asana. It allows users to automate intelligence gathering and generate structured daily plans based on strategic priorities.

TestRail MCP Server

Enables AI assistants to interact with TestRail test management system, supporting full CRUD operations on projects, suites, sections, test cases, runs, results, plans, and milestones.

Universal Robot MCP Server

Enables AI assistants to control Universal Robots through real-time connection management, status monitoring, and precise joint/linear motion control. Provides safe robot operation with built-in collision detection and simulation mode for development without physical hardware.

📝 AI Sticky Notes – MCP Project

一个简单的 AI 驱动的便利贴应用，使用 MCP (模型上下文协议) 通过 Claude Desktop 来添加、读取、删除和总结笔记。

ableton-mcp-server

MCP server that enables AI agents to read and edit Ableton Live sets, including tracks, clips, MIDI notes, devices, and scenes.

MCP Server

A robust server implementing the Model Context Protocol with SSE and STDIO transport, enabling real-time communication and extensible tooling for AI models.

video-url-analyzer-mcp

Analyze YouTube, TikTok, and Instagram videos from URL. Extracts transcripts, generates AI insights, and pulls tutorial steps from any video link.

Puch AI MCP Starter

A starter template for creating MCP servers that work with Puch AI, including built-in tools for job searching (analyze descriptions, fetch postings, search opportunities) and basic image processing. Features bearer token authentication and ready-to-deploy setup for extending Puch AI with custom tools.

opensrc-mcp

A codemode MCP server for fetching and querying dependency source code from npm, PyPI, crates.io, and GitHub. It allows agents to execute server-side JavaScript for context-efficient searching and browsing of large codebases without overwhelming the LLM's context window.

COAIA Sequential Thinking

Facilitates structured creative thinking through sequential thought processing, helping users shift from reactive problem-solving to proactive outcome creation using structural tension analysis and stage-based thinking workflows.

Mcp Directory

发现用于 Claude 集成的 MCP 服务器和客户端

SupaUI MCP

一个模型上下文协议服务器，它使 AI 代理能够通过自然语言交互来生成、获取和管理 UI 组件。

MCP

个人LLM用MCP服务器 (MCP could also be translated as "微控制器平台" (wēi kòng zhì qì píng tái) if that's the intended meaning, but "MCP服务器" is more general and likely the better translation if it's a specific product or technology.)

rgl-mcp

Enables querying RGL.gg competitive TF2 data through natural language, resolving player, team, season, division, and match information via a series of API calls.

Express MCP Server

A basic example of a serverless Model Context Protocol (MCP) implementation using Netlify Functions, allowing developers to run MCP services without managing traditional server infrastructure.

CompanyScope

Delivers comprehensive company intelligence in a single tool call, aggregating profiles, tech stacks, key people, news, and corporate data from any domain or company name. Sources data from Wikipedia, GitHub, OpenCorporates, and web scraping to provide structured business insights using only free public APIs.