Discover Awesome MCP Servers

Studio MCP Clarifying Questions Server

Generates AI-powered clarifying questions for user task requests using Claude, helping gather detailed requirements about tech stack, architecture, deployment, and project scope through categorized, contextually relevant questions.

Excel MCP Server

Provides Excel file manipulation capabilities without requiring Microsoft Excel installation, enabling workbook creation, data manipulation, formatting, and advanced Excel features.

UniversalDeFi AI

Model Context Protocol 프레임워크를 사용하여 사용자가 지갑을 관리하고, 토큰을 전송하며, 스마트 컨트랙트와 상호 작용할 수 있도록 여러 블록체인에서 트랜잭션을 실행하는 백엔드 서비스.

Document Q&A Server

Langflow 백엔드를 사용하여 자연어 질문으로 문서를 쿼리할 수 있도록 지원하며, Langflow 문서 Q\&A 흐름과 상호 작용할 수 있는 인터페이스를 제공합니다.

Office Word MCP Server

Enables AI assistants to create, read, and manipulate Microsoft Word documents with comprehensive formatting, table creation, content management, and document protection capabilities. Supports advanced operations like merging documents, PDF conversion, and rich text formatting through a standardized interface.

GoWeb3 Data

GoWeb3 Data MCP Server provides events and news curated by GoWeb3.fyi

gitlab-ci-mcp

MCP server for GitLab CI/CD — pipelines, jobs, schedules, branches, tags, merge requests and repository files. Works with any GitLab (SaaS gitlab.com or self-hosted) via python-gitlab.

Inbound Email MCP Server

Enables AI assistants to interact with the Inbound Email API to manage domains, endpoints, and email communications. Users can send or schedule emails, manage webhooks, and retrieve email threads through natural language commands.

MCP Agent Social Media Server

Provides social media functionality for AI agents, enabling them to login with unique handles, read filtered posts, and create posts or replies within team-based discussions.

mcp2tcp

모델 컨텍스트 프로토콜(MCP)을 통해 물리적 하드웨어와 AI 대규모 언어 모델을 연결하는 다리 역할을 하여 TCP 장치를 자연어 제어할 수 있도록 합니다.

MCP Server with Docker

A project that integrates Model Control Protocol with OpenAI's API, allowing OpenAI to access and utilize tools exposed by a dockerized MCP server.

MCP Materials Server

Provides AI assistants with access to materials science databases, enabling search and analysis of material properties, crystal structures, phase diagrams, and elastic properties through the Materials Project API.

This is MCP server for test

테스트용 MCP 서버

MCP Ky2Help

An MCP server that enables interaction with Ky2Help, providing tools to retrieve and manage Ky2Help changes. It leverages the Model Context Protocol to bridge language models with Ky2Help management systems.

Real Estate MCP Server

A comprehensive Model Context Protocol server for real estate data management that provides tools and resources for property listings, agent management, market analysis, client relationships, and area intelligence.

a2asearch-mcp

MCP server to search 4,800+ MCP servers, AI agents, CLI tools and agent skills from the A2ASearch directory. Ask Claude: "Find MCP servers for database access".

Canvas MCP Server

A Model Context Protocol server that enables AI assistants to interact with Canvas LMS through its API, providing tools for managing courses, users, content, assessments, and quizzes.

ATEM MCP Server

Enables natural language control of Blackmagic ATEM video switchers via the Model Context Protocol. It allows users to manage camera switching, transitions, audio mixing, macros, and streaming operations through AI assistants.

MCP fal.ai Image Server

Enables AI-powered image generation from text prompts using fal.ai models directly within IDEs. Supports multiple models, customizable parameters, and saves generated images locally with accessible file paths.

iTerm MCP

AI 모델이 사용자의 iTerm 터미널 세션에 접근하여 출력 내용을 읽고, 명령어를 작성하고, 제어 문자를 보낼 수 있도록 하는 모델 컨텍스트 프로토콜 서버입니다.

kaggle-mcp

Kaggle API와 상호 작용하여 데이터 세트 검색 및 다운로드 도구를 제공하고, EDA 노트북 생성을 위한 프롬프트를 제공합니다.

DBeaver MCP Server

A Model Context Protocol server that enables AI assistants to access and query 200+ database types through existing DBeaver connections without additional configuration.

Bunq MCP

A Model Context Protocol server for Bunq that enables interaction with the Bunq banking API through OAuth integration.

Prospectio MCP API

A FastAPI-based application that implements the Model Context Protocol for lead prospecting, allowing users to retrieve business leads from different data sources like Mantiks through a clean architecture.

Code Search, Read & PR Analysis

Enables LLMs to search and read files in local and GitHub repositories, analyze pull request diffs, and grep code content with built-in security protections.

Plasma Testnet MCP Server

Enables AI assistants to interact with the Plasma Network blockchain testnet, supporting XPL token transfers, transaction monitoring, gas estimation, wallet balance queries, and smart contract interactions through natural language.

⚡ go-mcp

⚡ 타입 안전하고 직관적인 Go SDK로 MCP 서버를 쉽고 자신 있게 구축하세요.