Discover Awesome MCP Servers

fashion-inventory-mcp

Enables natural-language shopping queries on a fashion inventory flat file, with tools for searching products and recommending matching items via OpenAI.

ESP RainMaker MCP Server

Enables MCP-compatible clients to interact with ESP RainMaker devices for node management, parameter control, scheduling, and group management via the official CLI.

shopify-multi-store

Enables secure management of multiple Shopify Admin stores through separate aliases and access tokens, supporting GraphQL queries and mutations with per-store authorization.

WizTree MCP Server

Bridges AI assistants with WizTree to scan drives, find large files/folders, and perform intelligent cleanups.

ollama-handoff

Offloads cheap work from cloud LLM agents to a local Ollama model, reducing costs and keeping frontier models focused on complex tasks.

LeanMCP Minimal Server

A minimal MCP server framework that enables zero-config tool discovery and streamable HTTP transport using the LeanMCP SDK. It allows developers to build type-safe services with automatic schema validation and integrated React UI components.

SQL Server MCP Server (Diamond Inventory)

Enables safe, read-only querying and schema exploration for Microsoft SQL Server databases with preconfigured Diamond Inventory support, multiple database management, and optional HTTP API.

Lark MCP Server

MCP server for Lark Open Platform that enables messaging, document management, spreadsheet operations, and task management through natural language.

@strajkpolski/mcp

MCP server providing tools to query Polish political open data: public debt, budget, 460 Sejm MPs, protest manifesto, and skills.

tokportal-mcp

MCP server for TokPortal's managed social infrastructure API, enabling creation, warming, and operation of real TikTok, Instagram, and YouTube accounts with content publishing.

Nigeria Payments MCP

A remote MCP server that lets any AI agent accept payments in Nigeria via cards, bank transfer, USSD, and mobile money through Paystack.

harness-fe

A source-aware MCP server that connects AI agents to browser and server runtimes, enabling real-time debugging, monitoring, and automatic fixes via WebSocket or HTTP.

oraclemcp

Governed, least-privilege Oracle Database access for AI agents via the Model Context Protocol, enabling schema introspection, DDL, ad-hoc queries, and plan analysis in pure Rust.

Cisco Meraki MCP Server

Enables AI assistants to manage Cisco Meraki networks through natural language, including organizations, networks, devices, switches, wireless, and appliances.

Jina AI MCP Server

Claude를 통해 Jina AI의 강력한 웹 서비스 (페이지 읽기, 웹 검색, 사실 확인)에 접근할 수 있도록 하는 MCP 서버.

ninjaone-mcp

Enables MCP clients to interact with NinjaOne, providing tools for managing devices, organizations, alerts, and tickets. Uses a decision tree architecture to load domain-specific tools on demand.

Freqtrade-MCP

Integrates with the Freqtrade cryptocurrency trading bot via its REST API to enable AI-driven automated trading and bot management. It allows users to fetch market data, monitor performance, manage whitelists, and execute trades through natural language.

mcp-confluence

MCP server for Confluence Server/Data Center (self-hosted) that gives LLM agents access to search, read, create/edit pages, comments, labels, and attachments via the Confluence REST API.

Compass

MCP Compass는 자연어 쿼리를 통해 AI 어시스턴트가 모델 컨텍스트 프로토콜 서버를 찾고 이해하도록 돕는 검색 및 추천 서비스입니다.

Hands-on MCP (Message Control Protocols) Guide

MCP 기본

Risk Assessment AI MCP

Risk Assessment AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

instagram-mcp-server

MCP server for automatic Instagram publishing — single image, carousel and Reels — via the official Instagram Graph API.

Python MCP Server

LLM이 코드 컨텍스트를 이해하는 데 도움을 주기 위해 파일 간의 import/export 관계에 초점을 맞춰 Python 코드 구조를 추출하고 분석하는 모델 컨텍스트 프로토콜 서버.

Random-Generator

An encrypted and secure random number generation server that complies with the MCP protocol, suitable for AI applications, LLMS, and other systems that require high-quality random numbers.

adobe-cja-mcp

MCP server for Adobe Customer Journey Analytics, enabling AI-powered analytics queries including reports, breakdowns, trends, and dimension searches through Claude and other MCP clients.

MPT GO: Certidão Negativa de Feitos

MCP server that enables querying official Brazilian labor court records for negative certificates (Certidão Negativa de Feitos) using natural language. Provides a single read-only tool with prepaid per-query pricing.

Bookmark MCP Server

Enables Claude Code to save, find, and list bookmarks stored in a JSON file.

BattleGrid MCP Server

Enables AI agents to play crypto prediction games on BattleGrid by managing accounts, submitting entries, and accessing market data through MCP tools and prompts.

Google Tasks MCP Server

Enables managing Google Tasks (list, add, complete, delete, update) using natural language commands in Claude Code through an Apps Script webhook.

LiveBrain MCP

Enables AI agents to control Ableton Live 12 for music production, including generating grooves, basslines, and percussion, and executing live set operations through MCP.