Discover Awesome MCP Servers

sbl-probe

Serial communication and protocol analysis MCP server that gives AI coding assistants direct access to serial ports for reading, writing, decoding, and capturing embedded device output.

Vizdown-MCP

Converts Markdown files into professional diagrams such as flowcharts, mind maps, and architecture diagrams using Mermaid.js and custom SVG renderers. It enables users to list, render, and export visualizations in multiple formats including SVG, PNG, and PDF.

agent-mailbox-mcp

MCP server for multi-agent AI systems providing mailbox messaging, A2A task delegation, resource coordination, and a web dashboard.

brandsystem-mcp

Make your brand machine-readable. Extract identity from any website or PDF, compile into DTCG tokens and runtime contracts, govern brand compliance. 36 tools across 4 sessions.

ComfyUI-Agent-Bridge

Enables an external coding agent to exchange text and images with ComfyUI workflows and trigger runs via MCP tools.

maya-mcp

Enables control of Autodesk Maya using natural language via Claude and the Model Context Protocol, providing tools for modeling, animation, scene management, and RAG-powered documentation search.

zendriver-mcp

Provides undetectable browser automation for LLM agents via MCP, enabling real Chrome interaction with stealth features, DOM accessibility, and DevTools integration.

ip-geolocation

Geolocate any IP address with country, city, ISP, ASN, and VPN/proxy/Tor detection, with pay-per-call via x402 micropayments and no signup required.

MCP Server with FAISS for RAG

거울

FreeCodeCamp Feed Parser MCP

Provides an MCP tool to search the FreeCodeCamp news RSS feed by keyword, returning article titles, links, published dates, and summaries.

agent-hq

An MCP server that provides shared memory, kanban board, and agent registry for AI agents to collaborate as a team, with a live dashboard for human oversight.

gtr-mcp

An MCP server that wraps git-worktree-runner to enable AI agents to manage git worktrees safely.

AutoGodot

Autonomous game development framework that lets AI agents program, design scenes, and run visual QA on Godot 4.x projects — all through the Model Context Protocol (MCP).

FTC Toolchain

Enables AI agents to search FTC SDK samples, scaffold OpModes, build and deploy robot code to a REV Control Hub, and read robot logs for a full code-to-robot debugging loop.

sugra-api-mcp

Gateway connector between LLM agents and world data, providing access to financial market prices, macroeconomic indicators, and news through a bundled endpoint catalog.

GitHub Code Review Assistant

Enables AI assistants to perform comprehensive GitHub pull request code reviews, including analysis of code patterns, complexity, and security issues, while managing review comments and ensuring compliance with team coding standards.

mcp-server-jira

MCP server for JIRA Cloud REST API v3, enabling issue search, creation, updates, comments, and transitions.

SiYuan Note MCP Server

Enables AI assistants to interact with SiYuan Note for comprehensive notebook management, document editing, and block-level content operations. It supports advanced features like full-text search and SQL queries via secure API integration.

Āina Atlas MCP

MCP server that exposes a Hawaii property pipeline as Claude tools, allowing natural language queries about parcel records, hazards, zoning, ADU eligibility, and more, based on real public data.

JonDash-mcp

Enables AI assistants to read and manage a self-hosted JonDash dashboard through an authenticated API, with tools for status checks and planned service/user management.

mcp-db-server

Enables querying PostgreSQL and MySQL databases using natural language, with RESTful endpoints for listing tables, describing schemas, and executing read-only queries.

Whoishiring MCP Server

Enables Claude Desktop to scan, analyze, and track job postings from Hacker News and Y Combinator's Work at a Startup using a 24-tool MCP server with multi-stage filtering and resume-based ranking.

mcp-prompts-rs

Rust 기반 서버, MCP(모델 컨텍스트 프로토콜)를 사용하여 AI 프롬프트를 관리합니다.

MCP Java Testing Agent

Automates Java/Maven test generation, JaCoCo coverage analysis, and Checkstyle checking through MCP tools. Enables iterative improvement of test coverage and code style until quality goals are met.

MCP Weather Server

Enables AI agents like GitHub Copilot to retrieve real-time weather data for any city using the Open-Meteo API, no API key required.

pemr

A local-first, family-scale medical record framework that provides a Python CLI engine and MCP server for ingesting, deduplicating, querying, and generating medical records from source documents.

Weaviate MCP Server

Weaviate용 MCP 서버는 사용자 정의 가능한 Python 기반 서버를 사용하여 Weaviate와의 통합을 용이하게 합니다. 이를 통해 구성 가능한 URL 및 API 키를 통해 Weaviate 데이터베이스 및 OpenAI API와 상호 작용할 수 있습니다.

Giphy MCP Server

An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with the Giphy API, allowing agents to search, retrieve, and manage GIF animations through natural language commands.

Semantic Cache MCP

Reduces token consumption by over 80% through intelligent file caching, returning only diffs for modified files and suppressing unchanged content. It features a suite of 12 tools for semantic search, batch reading, and efficient file editing to optimize LLM interactions with large codebases.

Local File Manager

Enables AI clients to manage and manipulate text files in a secured local directory through tools like list, read, write, delete, create directory, and move.