Discover Awesome MCP Servers

MCP Sage

An MCP server that provides tools for getting second opinions or detailed code reviews from Gemini 2.5 Pro by embedding file contents in prompts, allowing it to handle large codebases with extensive context.

Intervals.icu MCP Server

Claude를 Intervals.icu API와 연결하여 활동, 운동, 건강 지표 및 훈련 이벤트를 포함한 피트니스 데이터를 검색합니다.

memory-mcp

A local-first MCP server that exposes personal notes and files as unified semantic context for AI agents via vector search and file monitoring.

MCP based Math Drawing Client

에이전트 기반 MCP 클라이언트 서버가 수학 문제를 풀고 그림 앱에서 사각형으로 출력을 그립니다.

MCP Server Demo

A monorepo containing three Model Context Protocol (MCP) servers that enable natural language interaction with databases, GitHub repositories, and time/timezone services.

Senior Developer Job Description MCP Server

Provides hiring guides and discovery checklists to help users craft compelling job descriptions for senior developer roles. It includes tools to analyze existing descriptions against best practices and generate clarifying questions to fill information gaps.

roampal-core

Outcome-based persistent memory for AI coding tools.

Postgres MCP Server

A Model Context Protocol server that enables querying PostgreSQL databases with tools for executing SELECT queries, inspecting database schemas, and listing tables through natural language.

FL Studio MCP Server

Enables AI assistants to control FL Studio on Windows through a local MCP server without cloud dependencies. Bridges MCP clients to FL Studio's Python scripting environment via file-based IPC for project management, transport control, and UI workflow automation.

ScreenshotRender MCP Server

Enables AI assistants to capture screenshots of any public URL, returning images inline with page metadata. Supports full-page captures, custom wait times, and timeouts.

BrowserStack MCP server

BrowserStack MCP server

:GT Protocol MCP Server

Connects MCP-compatible AI agents to GT Protocol trading accounts, enabling natural language control of automated trading bots, strategy backtesting, deal execution, and balance monitoring on Binance and Hyperliquid exchanges.

CISA M365

이 MCP 서버는 Microsoft 365 클라우드 서비스에 대한 CSA BOD 25-01 요구 사항에 따라 다양한 정책을 구현합니다.

remote-control-mcp

Enables AI services like Claude and Cursor to remotely control a Mac by executing shell commands, managing files, and running AppleScript for UI automation. Access is secured through OAuth 2.0 authentication and encrypted tunnels to protect remote interactions.

backlog-mcp

An MCP server that gives AI agents structured read/write access to a story-based project backlog. Agents can list stories, read content, update status, and append notes — all backed by plain markdown files that live inside your project repository. There is no shared server. The backlog files live in your repo under requirements/, committed and versioned alongside your code

Apple EventKit MCP Server

Provides Claude Desktop with access to Apple Calendar and Reminders on macOS for managing schedules and tasks through natural language. It supports comprehensive operations like creating, editing, and searching events and reminders, along with a custom hashtag-based tagging system.

rapid7-docs-mcp

A self-hostable MCP server that enables searching and reading Rapid7 documentation, blog posts, and resources through six tools, with optional authentication and Docker support.

Elasticsearch/OpenSearch MCP Server

An MCP server that enables interaction with Elasticsearch and OpenSearch clusters for searching documents and managing indices. It provides tools for cluster health monitoring, index configuration, and general API requests.

AWS AgentCore MCP Server

Provides comprehensive documentation about AWS AgentCore framework to GenAI tools, enabling users to build production-ready AI agents with enterprise-grade security, observability, and scalability. Offers guidance on identity management, API integration, monitoring, code execution, memory storage, and tool integration for AI agents.

flink-mcp

Enables interaction with Apache Flink clusters via the SQL Gateway, allowing query execution, session management, and job control through MCP tools.

MCP Learning Project

A comprehensive tutorial project that teaches Model Context Protocol (MCP) development from beginner to advanced levels, covering both server-side and client-side development.

MongoDB Atlas MCP Server

사용자가 자연어 명령을 통해 MongoDB Atlas 클러스터, 사용자 및 네트워크 액세스를 생성하고 관리할 수 있도록 하는 MCP 서버.

Reviewer MCP

An MCP service that provides AI-powered development workflow tools including specification generation, code review, and project management with support for both OpenAI and Ollama models.

agent-toolbelt

Agent Toolbelt is an MCP server exposing 11 focused API tools for LLM agents — schema generation, text extraction, token counting, CSV conversion, Markdown conversion, URL metadata, regex builder, cron expressions, address normalization, color palettes, and brand kits. Each tool is a focused microservice with structured input/output, WCAG-scored color data, USPS address parsing, and multi-model to

NASA MCP Server

AI 모델이 NASA의 방대한 데이터 소스(APOD, 화성 탐사 로버 사진, 위성 이미지, 우주 날씨 데이터 등)와 상호 작용할 수 있도록 표준화된 인터페이스를 제공하는 모델 컨텍스트 프로토콜 서버.

Qdrant MCP Server

Enables storing and retrieving information using semantic search with Qdrant vector database. Acts as a memory layer for LLMs to persistently store and semantically search through information and metadata.

Agent Index MCP Server

Enables users to search and discover over 500 AI agent endpoints and x402 APIs directly from MCP-compatible clients like Claude and Cursor. It provides tools to query endpoints by keyword, category, or capability while offering access to detailed provider statistics.

Google Forms MCP Server

자연어 명령을 통해 Google Forms API와 상호 작용하여 양식을 만들고, 질문을 추가하고, 응답을 검색할 수 있습니다.

Name: CryptoScholar

Crypto technical analysis inside Claude. Get live TA from Binance (EMA, RSI, MACD, ADX, TSS score), macro market context (ARS/MRS scores), coin ranking, and a grounded bull/bear debate — no chart-switching needed.