Discover Awesome MCP Servers

Unraid MCP Server

Unraid 공식 GraphQL API를 통해 AI 어시스턴트가 Unraid 서버와 상호 작용할 수 있도록 지원하는 Python 기반 서버입니다. 시스템 정보, Docker 컨테이너, VM, 스토리지 등에 대한 읽기 전용 접근 권한을 제공합니다.

CHARM

Provides AI agents with authoritative OEM automotive repair data including part numbers, torque specs, fluid capacities, and service procedures for vehicles 1982-2013 across 80+ makes, sourced from factory service manuals.

ElevenLabs MCP Server

Enables text-to-speech conversion using ElevenLabs API with voice management, streaming support, and multiple models.

FreshBooks MCP Server

Provides 29 tools for Claude to query and update FreshBooks directly, including invoices, clients, estimates, expenses, payments, timesheets, and reports.

@ktmcp/betfair

MCP server for Betfair Exchange Streaming API, providing real-time streamed updates via SSL socket with CRLF-delimited JSON messages.

data-odre

Provides tools to search, inspect, and query energy open data from ODRE (electricity & gas production, consumption, grid load, renewables) using natural language or direct tool calls.

Color Palette Generator API

Generates harmonious color palettes from any hex color with multiple schemes, returning hex, RGB, HSL, and CSS vars. Pay-per-call via x402 micropayments.

Bounty Board MCP Server

A working MCP server implementation in TypeScript/JavaScript that supports all major bounty operations (list/claim/submit/status). Includes example Claude conversations showing usage.

hypabase

A Python library for storing and querying n-ary relationships with provenance tracking. SQLite-backed, zero configuration.

mcp-documents-reader

Enables AI agents to read documents in Excel, DOCX, PDF, and TXT formats via MCP protocol.

Xiaohongshu (Little Red Book) MCP Server

A server that allows interfacing with the Chinese social media platform Xiaohongshu through HTTP requests, enabling searching notes, retrieving note content and comments, and posting comments.

mcp-fairrent

MCP server for HUD housing data, enabling Fair Market Rent lookups, Section 8 income limits, and ZIP-to-county crosswalk mapping for affordable housing assessments.

MCP Operator

AI 어시스턴트가 지속적인 상태 관리 기능을 통해 Chrome을 제어할 수 있도록 지원하는 웹 브라우저 자동화 서버입니다. 비동기 브라우저 작업을 통해 복잡한 브라우징 작업을 수행할 수 있습니다.

ai-memory-core

A 68-tool MCP server providing persistent memory, error tracking, decision logging, task orchestration, and multi-modal AI generation for coding agents like OpenCode and Claude Code.

Lumenore Analytics MCP Server

Provides AI assistants with access to Lumenore's analytics capabilities, enabling natural language queries for data insights, advanced analytics (trends, predictions, correlations, outliers), and real-time data processing with zero persistent storage.

XRPL MCP Server

Provides read-only access to the XRP Ledger for querying accounts, transactions, NFTs, DEX order books, and more.

veracrypt-mcp

MCP server for securely mounting and unmounting VeraCrypt containers, using OS keyring or stdin for passwords. Enables natural language control of encrypted volumes so clients can read and edit files once mounted.

StarUML MCP Server

Enables AI to remotely control StarUML for generating UML diagrams (use case, class, sequence, ER, etc.) via MCP protocol or REST API.

Kotlin Lib MCP

MCP server that downloads and analyzes sources of Maven-published Kotlin/Java libraries, exposing structured API information, KDoc, and raw source to AI agents.

Google Ads MCP Server

MCP server that lets any LLM manage Google Ads campaigns from the terminal. Supports read and write operations.

brdata-mcp

An MCP server for Brazilian company and public procurement data, enabling CNPJ lookup, company search, tender resolution, and more via paid USDC-based API calls.

Adaptive Graph of Thoughts MCP Server

A scientific reasoning framework that leverages graph structures and the Model Context Protocol (MCP) to process complex scientific queries through an Advanced Scientific Reasoning Graph-of-Thoughts (ASR-GoT) approach.

mcp-ssh-toolkit-py

mcp-ssh-toolkit-py는 모델 컨텍스트 프로토콜을 통해 안전한 SSH 명령 실행을 위한 강력한 MCP 서버입니다.

FastMCP Dummy Server

A minimal example server implementing the Model Context Protocol, providing addition and multiplication tools for learning and experimentation with MCP clients.

Apollo.io MCP Server

Enables AI assistants to interact with Apollo.io API for sales and marketing activities. Provides tools to search for companies and contacts, enrich person and organization data, and manage accounts with comprehensive lead generation capabilities.

mcp-skills

Provides dynamic, context-aware code assistant skills through hybrid RAG (vector + knowledge graph), enabling runtime skill discovery, automatic toolchain-based recommendations, and on-demand loading from multiple git repositories.

couchdrop-mcp

MCP server for Couchdrop that enables file listing, metadata inspection, download/upload, user/group listing, and folder permission reading.

CSA Assessment Reports MCP Server

Enables Bob AI to access and analyze Cloudability Savings Automation assessment reports stored in SharePoint, allowing users to create pitch decks, analyze savings projections, and compare coverage through natural language.

gget-cryo

Enables searching cryo-EM density maps in EMDB and raw datasets in EMPIAR, with filtering by resolution, keyword, and cross-referencing between the two databases.