Discover Awesome MCP Servers

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.

RAD Security

RAD Security용 CP 서버는 Kubernetes 및 클라우드 환경에 대한 AI 기반 보안 인사이트를 제공합니다. 이 서버는 Rad Security API를 쿼리하고 보안 결과, 보고서, 런타임 데이터 등을 검색하는 도구를 제공합니다.

Jimeng MCP Server

A Model Context Protocol server that enables generating AI images using Volcengine's Jimeng service, supporting features like prompt enhancement, super-resolution, and watermarking.

MCP Database Server

This server provides database access capabilities to Claude, supporting SQLite, SQL Server, PostgreSQL, and MySQL databases.

Plane MCP Server

A Model Context Protocol server that enables AI interfaces to seamlessly interact with Plane's project management system, allowing management of projects, issues, states, and other work items through a standardized API.

My Awesome MCP

A basic MCP server built with FastMCP framework that provides example tools including message echoing and server information retrieval. Serves as a template for building custom MCP servers with both stdio and HTTP transport support.

X64Dbg MCP Server

Enables AI-assisted reverse engineering and debugging through x64dbg integration. Provides 40+ tools for breakpoint management, memory operations, register manipulation, code analysis, process control, and advanced debugging features.

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.

Claude Slack

Enables structured team communication for Claude Code agents through Slack-like channels and direct messages. Supports project isolation, subscription management, and agent notes for sophisticated multi-agent collaboration workflows.

📝 AI Sticky Notes – MCP Project

MCP(Model Context Protocol)를 사용하여 Claude Desktop을 통해 노트를 추가, 읽기, 삭제, 요약하는 간단한 AI 기반 스티커 메모 앱.

MCP Memory

MCP server that gives MCP clients (like Cursor, Claude, Windsurf) the ability to remember user information across conversations using vector search technology.

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.

YugabyteDB MCP Server

An MCP server implementation that allows Large Language Models to directly interact with YugabyteDB databases, supporting table listing and read-only SQL queries.

Microsoft OneDrive MCP Server by CData

Microsoft OneDrive MCP Server by CData

GDB MCP Server

Enables AI agents to debug embedded systems by providing a comprehensive interface for GDB operations across multiple architectures like ARM and x86. It supports remote debugging via gdbserver or QEMU, allowing for detailed inspection of memory, registers, stack frames, and variables.

AWS Knowledge Base Retrieval MCP Server

An MCP server that enables users to retrieve information from AWS Knowledge Bases using RAG (Retrieval-Augmented Generation) via Bedrock Agent Runtime.

MCP Calculate Server

Mirror of

Taskschmiede

Taskschmiede is an agent-first work management system where humans and AI agents are equal participants. They can own tasks, create demands, collaborate in shared endeavours, and communicate through built-in messaging.

ue-codegraph-mcp

An MCP server for indexing and querying Unreal Engine C++ codebases using a local SQLite database. It enables users to analyze call graphs, class structures, and Blueprint-exposed symbols through tools integrated with Claude Code.

Repo Analyzer MCP Server

Git 저장소를 분석하고 Dockerfile 생성 지침을 제공하는 MCP 서버이며, stdio 전송을 사용하여 로컬에서 실행됩니다.

Socket MCP Server

A Model Context Protocol (MCP) server for Socket integration, allowing AI assistants to efficiently check dependency vulnerability scores and security information.

Mineru MCP Server

Enables document parsing through the Mineru API with support for multiple formats (PDF, DOC, DOCX, PPT, images), OCR, formula recognition, and table extraction in multiple languages.

Remote MCP Server on Cloudflare

A template for deploying a Model Context Protocol server on Cloudflare Workers featuring OAuth authentication and SSE transport. It enables secure remote access to MCP tools from clients like Claude Desktop through a local proxy.

PostgreSQL MCP Server

MCP 서버를 통해 PostgreSQL DB와 상호 작용하고 검사합니다.

mcp-freecad

이 프로젝트는 MCP(모델 컨텍스트 프로토콜)을 사용하여 AI 어시스턴트와 FreeCAD CAD 소프트웨어 간의 강력한 통합을 제공합니다. 외부 애플리케이션이 표준화된 인터페이스를 통해 FreeCAD와 상호 작용할 수 있도록 지원하며, 다양한 연결 방법과 특수 도구를 제공합니다.

Minecraft MCP Server

Enables LLMs to control a Minecraft bot through the Mineflayer API, allowing for tasks like building, mining, and inventory management via natural language. It supports complex interactions including coordinate-based movement, block manipulation, and real-time game chat.

Tenant Leasing Analytics

Enables analysis of prospective tenant inquiries and market rent comparisons through database queries, guest card analytics, and automated generation of leasing emails and visual market reports with charts.

agent-audit

Security scanner for MCP servers. Detects prompt injection, command injection, auth bypass, and excessive permissions across tools, resources, and prompts.

Snowflake Developer MCP Server

Enables AI assistants to perform comprehensive Snowflake database operations including DDL, DML, and warehouse management. It allows users to query data, manage database objects, and configure permissions using natural language commands.