Discover Awesome MCP Servers

MCP Browser YouTube Transcript

An MCP server that uses Puppeteer and headless Chrome to scrape YouTube transcripts directly from the video page UI. It provides tools for fetching plain text transcripts, timed segments with deep links, and video metadata while bypassing standard API rate limits.

WSAPI WhatsApp MCP Server

Enables AI assistants to interact with WhatsApp through the WSAPI service, supporting comprehensive messaging, contact management, group operations, and account management functionality. Allows sending various media types, managing chats, and controlling WhatsApp sessions through natural language.

TestFlight Feedback MCP Server

Enables AI assistants to access TestFlight beta tester feedback, including screenshots, crash logs, and text comments from App Store Connect. It works across any platform without requiring Xcode, using official API keys and optional browser automation for full text feedback.

MCP Playground

MCP 클라이언트 및 서버 학습을 위한 MCP Playground

Persistent-Code MCP Server

Claude와의 세션 전반에 걸쳐 컨텍스트를 유지하고, 전체 코드베이스를 컨텍스트 창에 넣지 않고도 고급 검색 기능을 제공하는 코드의 시맨틱 지식 그래프를 생성하고 유지 관리합니다.

MCP-RAG

MCP 서버를 활용하는 RAG 시스템

Swift Test MCP Server

Enables running Swift package tests through the swift test command in specified directories. Provides a secure way for MCP clients to execute Swift tests without requiring full shell access.

mcp-bitbucket

Access all major Bitbucket Cloud features—repositories, pull requests, issues, branches, pipelines, deployments, and more—using a modern Rust codebase. Expose Bitbucket as Model Context Protocol (MCP) tools, ideal for bots, CI/CD, and workflow automation.

MCP Google Trends Server

Provides access to Google Trends search interest data with backtesting support, allowing retrieval of historical 30-day trend windows ending at specified cutoff dates for forecasting applications without future information leakage.

Quack MCP Server

An intelligent continuous integration server that provides automated Python code analysis, linting, and static type checking through the Model Context Protocol. It enables AI assistants to perform quality assessments and run tests using tools like pylint, mypy, and pytest.

Simple MCP Data Manager with AI

A Python-based Model Context Protocol server that integrates local AI models for managing data with features like CRUD operations, similarity search, and text analysis.

vscode-mcp-server

vscode-mcp-server

MCP WooCommerce Server

Enables AI assistants to interact with WooCommerce stores through 37 specialized tools for managing products, orders, customers, categories, and coupons. Includes n8n webhook integration for automated e-commerce workflows and is optimized for Docker deployment on EasyPanel.

Debug-MCP

Enables AI assistants to perform interactive Python debugging with breakpoints, step execution, and variable inspection using the Debug Adapter Protocol (DAP) through an MCP server interface.

Gmail MCP Server

Enables AI assistants to read, search, organize, and draft emails in Gmail inboxes with support for multiple accounts, OAuth authentication, and 26 comprehensive tools for email management.

Shopify Agentic MCP Gateway

Enables AI agents to autonomously browse inventory, negotiate terms, manage carts, and execute secure payments on Shopify stores using standardized protocols. It provides a bridge for LLMs to handle the entire commerce lifecycle from discovery to order tracking through a verifiable mandate chain.

KnowledgeSmith MCP

Enables efficient editing of RBT documents with structured operations that read and modify specific sections or blocks. Reduces LLM token consumption by 80-95% compared to full file operations through smart caching and partial document access.

MCP Hosting in TEE

Phala Cloud에서 MCP 서버 호스팅

SpinAI App

Hubspot MCP 서버와 SpinAi 에이전트 통합

sakutto-mcp-server

A production-ready MCP server for AI agents, providing deep web research and RAG capabilities via Cloudflare Workers.

Drawing Guides MCP Server

Provides access to step-by-step drawing tutorials from easydrawingguides.com, enabling users to search for drawing guides, retrieve detailed tutorial content in Markdown format, and browse categories for artists of all skill levels.

Interactive Feedback MCP

A powerful MCP server that provides interactive user feedback and command execution capabilities for AI-assisted development, featuring a graphical interface with text and image support.

Azure OpenAI MCP Example

이 프로젝트는 Azure OpenAI와 함께 MCP 프로토콜을 사용하는 방법을 보여줍니다. MCP 서버와 클라이언트를 통해 OpenAI API와 원활하게 상호 작용하는 간단한 예제를 제공합니다.

Apple Books MCP

애플 북스 MCP 서버

vcpkg Package README MCP Server

Enables AI assistants to fetch comprehensive information about vcpkg C++ packages from the vcpkg registry, including README content, package metadata, dependencies, and search functionality with smart caching and GitHub integration.

File Manage MCP Server

Enables LLMs to organize and manage Windows file systems with intelligent file analysis, automated grouping, renaming with date prefixes, and safe operations through dry-run mode and sandbox restrictions.

mcp-server-bwt

Claude와 같은 AI 어시스턴트가 Bing 웹마스터 도구 API와 상호 작용할 수 있도록 지원하는 모델 컨텍스트 프로토콜 서버입니다. 이를 통해 사용자는 자연어를 사용하여 사이트 관리, URL 색인 생성 제출, 트래픽 분석 및 기타 웹마스터 도구에 접근할 수 있습니다.

TensorsLab MCP Server

Enables AI-powered image and video generation through the TensorsLab API using models like SeeDream and SeeDance. It supports tasks such as creating high-resolution media from text prompts, image-to-video conversion, and monitoring generation status.