Discover Awesome MCP Servers

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Swagger MCP

An MCP server that connects to a Swagger specification and helps an AI to build all the required models to generate a MCP server for that service.

LLM Server

Một máy chủ MCP cung cấp cho các LLM quyền truy cập vào các LLM khác.

A sample MCP server for understanding cloud spend

MCP cho AWS Cost Explorer và nhật ký CloudWatch

Friday MCP Server

A standalone MCP server that enables research (web search, URL fetch, news), workspace management (file operations, command execution), and self-extension via markdown-based skills.

US Government Open Data MCP

MCP server + TypeScript SDK for 36 U.S. government data APIs — 188 tools. Treasury, FRED, Congress, FDA, CDC, FEC, lobbying, and more. Works with VS Code Copilot, Claude Desktop, Cursor.

Cloudflare Playwright MCP

Enables AI assistants to control a browser through Playwright and Cloudflare Workers, allowing web automation tasks like navigation, typing, clicking, and taking screenshots through natural language instructions.

Shopify Python MCP Server

Máy chủ MCP tích hợp với Shopify API, cho phép người dùng Claude Desktop truy xuất và thao tác thông tin sản phẩm từ các cửa hàng Shopify.

Seline MCP

MCP server for Seline Analytics API

YouTrack MCP Server

A comprehensive Model Context Protocol server that provides AI agents with 44 tools to manage JetBrains YouTrack issues, sprints, and projects via the REST API. It supports full YouTrack query language and works with both Cloud and Server instances for complete project management integration.

Kagami

Kagami is an MCP server designed exclusively for the Claude Code Web environment that enables browser automation using Playwright and Firefox. It features an automated setup process and manages secure external access through a JWT authentication proxy with integrated CA certificate support.

MCP Add Server

A minimal Model Context Protocol server that provides a simple add(a, b) tool for computing the sum of two numbers.

WeiWanMcpServer

Máy chủ McpServer riêng tư

Lanhu MCP Server

Enables AI to directly read and analyze Lanhu design drafts and requirement documents to generate HTML, CSS, and structural analyses. It allows users to extract design slices and process prototype pages directly within AI clients.

CHUK Music MCP Server

Enables AI-assisted music composition through copyable pattern templates, style constraints, and arrangement tools that compile to MIDI files. Provides 30+ tools for managing musical structures, layers, patterns, and styles with deterministic compilation from YAML arrangements.

mcp-confluence

Một máy chủ ngữ cảnh mô hình cung cấp các lời nhắc có thể được sử dụng làm lệnh gạch chéo cho các ứng dụng khách như Zed Editor, để thêm nội dung trang làm ngữ cảnh cho trợ lý AI.

Octocat Harry Potter MCP Server

Enables interaction with Harry Potter API and GitHub Octodex API to retrieve character data from Hogwarts houses, spells, staff, students, and Octocats, with support for creating magical visualizations that match characters with Octocats.

BullMQ MCP Server

Enables AI assistants to manage BullMQ Redis-based job queues through natural language, supporting operations like job monitoring, queue control, and multi-instance Redis connections. Users can add, retry, promote, and clean jobs while accessing detailed job logs and queue statistics directly within the assistant.

Gradle Tomcat MCP Server

Enables management of Gradle-based Tomcat applications with capabilities for starting, stopping, restarting processes and querying application logs.

OpenCollective MCP Server

Provides programmatic access to OpenCollective and Hetzner Cloud to automate bookkeeping, collective management, and invoice handling. It enables AI agents to manage expenses, query transactions, and automatically reconcile hosting invoices without manual intervention.

VeniAI-Hukuk-EmsalKarar-MCPServer

An AI-powered legal research tool that enables users to search for and retrieve legal precedents and case law decisions through a Model Context Protocol server. It supports both Turkish and English, providing lawyers and researchers with streamlined access to a comprehensive database of jurisprudence.

Momento MCP Server

Enables interaction with Momento Cache to manage cache entries and perform administrative tasks like creating, listing, or deleting caches. It provides tools for getting and setting values with configurable TTLs through a serverless caching infrastructure.

Substreams Search MCP Server

MCP server that lets AI agents search the substreams.dev package registry.

AI Naming Standard MCP Server

Enables automatic generation and validation of standardized file names using AI-driven conventions for microservices architecture. Supports multi-language naming with structured components like microservice, layer, domain, and action identifiers.

ClawHire MCP

An employer-facing MCP server that enables hiring managers to post jobs, search for candidates, and manage applications through natural language conversation. It integrates with WonderCV's hiring infrastructure and features a unique system for identifying and filtering talent with AI-agent fluency.

WYGIWYH Expense Tracking MCP Server

Enables AI agents to interact with the WYGIWYH expense tracking API through 75 dynamically generated MCP tools. Supports comprehensive financial operations including transaction management, account handling, recurring expenses, and investment tracking.

Token Revoke MCP

Một máy chủ MCP để kiểm tra và thu hồi quyền sử dụng token ERC-20 trên nhiều blockchain.

HeadHunter MCP Server

Enables AI assistants to search job vacancies, manage resumes, and apply to jobs on HeadHunter (hh.ru), Russia's largest job search platform. Includes OAuth 2.0 integration for secure job applications and an automated vacancy hunter agent with intelligent matching.

edstem-mcp

Exposes the full Ed Discussion API to MCP clients, enabling users to manage threads, comments, and course activity through natural language. It provides comprehensive tools for searching and posting content, featuring automatic conversion from markdown to Ed's internal XML format.

task

một máy chủ MCP để hiển thị định dạng dữ liệu cho việc chuyển đổi các tác vụ thành hành động môi trường