Discover Awesome MCP Servers

@lex-tools/codebase-context-dumper

Một máy chủ Giao thức Ngữ cảnh Mô hình (MCP) được thiết kế để dễ dàng đổ ngữ cảnh cơ sở mã của bạn vào các Mô hình Ngôn ngữ Lớn (LLMs).

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

Máy chủ MCP để tìm kiếm và truy cập nội dung giáo dục Hyperskill

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

Một máy chủ cho phép các mô hình AI tương tác với dữ liệu và các hoạt động của HubSpot CRM thông qua một giao diện tiêu chuẩn, hỗ trợ quản lý liên hệ và công ty với xác thực đa người dùng dựa trên mã thông báo.

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

Một ứng dụng ghi chú đơn giản được hỗ trợ bởi AI sử dụng MCP (Giao thức Ngữ cảnh Mô hình) để thêm, đọc, xóa và tóm tắt các ghi chú thông qua Claude Desktop.

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

Khám phá Máy chủ và Máy khách MCP để tích hợp Claude.

SupaUI MCP

A Model Context Protocol server that enables AI agents to generate, fetch, and manage UI components through natural language interactions.

MCP

Personal MCP Server for LLM

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.