Discover Awesome MCP Servers

patchwork-os

MCP bridge server for patchwork-os. Boots a stdio-HTTP bridge with MCP introspection over /mcp, supporting tools/list and the full MCP protocol over HTTP.

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.

preloop

MCP proxy & AI automation platform with a human approval layer

threadline-core

MCP server providing structured continuity memory for AI coding agents, tracking decisions, open loops, and session state in local SQLite. Enables agents to resume work from verified state across sessions without replaying transcripts.

Fictional Cats MCP

Enables AI models to retrieve random or specified numbers of fictional cats with names, descriptions, and images.

google-ads-mcp

Enables interaction with Google Ads API through MCP, allowing search and listing of accessible customers.

Switchboard

A dashboard and MCP server for managing local development servers, enabling Claude to discover, start, stop, and debug them.

signal-mcp

Enables querying Signal Desktop chats and messages by reading the encrypted SQLite database directly, providing tools for listing chats, searching messages, and running read-only SQL queries.

ITK Dev Docker MCP Server

Provides AI coding assistants with access to ITK Dev Docker documentation and project analysis tools, enabling template listing, project detection, and comparison.

MySQL MCP Server

Enables AI models to interact with MySQL databases through standardized operations including querying, executing commands, listing tables, and describing table structures with secure prepared statement support.

sphero-rvr-mcp

Enables AI assistants to control a Sphero RVR robot via the MCP protocol, including movement, LEDs, sensors, and battery monitoring.

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.

code-graph

Enables querying cross-repo code dependencies, HTTP routes, database tables, and queues via an MCP server using Cypher queries.

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.

Inxmail MCP

MCP server for the Inxmail Commerce transactional API — manage events, sendings, bounces, blocklist, blacklist, reactions, and delivery tracking.

Super Windows CLI MCP Server

SYSTEM 권한으로 Windows 환경에 대한 무제한 시스템 액세스를 제공하여 파일, 프로세스 및 구성 설정에 대한 완전한 제어를 허용하는 명령줄 인터페이스 서버입니다.

Caduceus Memory MCP

A local shared-memory MCP server for Claude, Codex, Hermes, and other MCP-aware agents, providing a durable memory layer with Markdown files and SQLite fact store.

GSTD A2A MCP Server

Enables AI agents to participate in a decentralized network, earn GSTD tokens by performing computational tasks, and communicate via the A2A protocol.

Coffee Shop MCP

An MCP project that orchestrates coffee orders by coordinating a Barista server and machine servers (grinder, brew unit, steamer, dispenser) through an LLM.

KCSC Standard MCP

Parses Excel/PDF construction calculations and retrieves Korean construction standards (KCSC/KDS/KCS) for AI-driven review, enabling automated structural calculation verification.

screener-mcp

MCP server that provides access to screener.in financial data for Indian stocks, enabling queries for company info, financials, ratios, quarterly results, shareholding, and stock screening.

BurpSuite MCP Server

BurpSuite MCP 서버: BurpSuite의 핵심 기능에 프로그래밍 방식으로 접근할 수 있도록 하는 강력한 MCP(모델 컨텍스트 프로토콜) 서버 구현체입니다.

janusmcp

Local, open-source multi-account MCP broker — one endpoint, every account. Add credentials once and switch identity without reconnecting, from any LLM client.

music-mcp-agent

Enables music search, metadata retrieval, local audio analysis (tempo, key, energy), recommendations, song recognition, and classical work resolution via Spotify, Last.fm, AudD, MusicBrainz, and Songkick APIs.

vshulcz/deja-vu

Indexes the session histories Claude Code, Codex CLI and opencode already write into a local searchable memory. MCP recall tools, session-start auto-recall, secret redaction at index time, cross-machine sync over SSH.

esp-component-registry-mcp

ESP 컴포넌트 레지스트리용 MCP 서버

local-code-intel-mcp

Provides code intelligence by indexing source code into SQLite and offering MCP tools for symbol search, flow tracing, and context retrieval to assist with code navigation and understanding.