Discover Awesome MCP Servers

OpenExp

Q-learning memory for Claude Code. Persistent memory that learns which context helps you get work done. Memories that lead to productive sessions (commits, PRs, tests) earn higher retrieval rank automatically. 16 MCP tools, hybrid BM25 + vector + Q-value scoring, local-first with Qdrant + FastEmbed.

MCP-Serve 多语言翻译服务

A custom MCP protocol service that enhances AI models by providing multilingual translation capabilities and resource management, allowing for automatic text extraction and translation through external APIs.

Blockchain MCP Server

A Model Context Protocol server providing Ethereum blockchain tools, including vanity address generation and Cast command functionality for interacting with Ethereum networks through natural language.

Akamai Traffic MCP

Exposes the Akamai Reporting API v2 to enable traffic analysis, cache offload measurement, and error rate monitoring via natural language. It provides advanced features for forecasting future traffic trends and exporting multi-sheet Excel reports.

hivegate

MCP server for cross-platform agent onboarding. Registers external agents, translates intents from LangChain, CrewAI, AutoGen, and A2A formats, and proxies cross-ecosystem transactions.

Production-Ready FastMCP Server

A production-grade MCP server and client implementation with comprehensive features including structured logging, health checks, metrics, authentication, and RAG capabilities with PostgreSQL vector search. Supports both stdio and SSE transports with containerization and security features for enterprise deployment.

Orshot

Orshot's MCP Server lets you dynamically generate images from your templates from your prompts in Claude, Cursor or any app that supports MCP Servers. You can use the pre-designed templates and also AI Generate or design your own templates in Orshot, and then generate images from those templates

langchain-box-mcp-adapter

이 샘플은 Langchain MCP 어댑터를 Box MCP 서버에 구현합니다.

pyBTMCP

A BLE fitness device simulator that enables AI agents to control simulated heart rate monitors, treadmills, and cycling trainers via the Model Context Protocol. It integrates ESP32 firmware, an MQTT broker, and a FastAPI backend for comprehensive device management and real-time interaction.

http-4-mcp

HTTP-4-MCP 구성 도구를 사용하면 HTTP API를 MCP 도구로 쉽게 변환하여 코드를 작성할 수 있습니다. 간단한 인터페이스 조작을 통해 mcp-server를 빠르게 구성할 수 있습니다.

mcp-sqlserver

An MCP server for Microsoft SQL Server that enables executing read-only queries, listing tables, and describing database schemas. It offers specialized support for custom ports and multiple authentication methods including SQL credentials, NTLM, and Windows Integrated Auth.

FireCrawl MCP Server

고급 웹 스크래핑 기능을 위해 FireCrawl과 통합된 모델 컨텍스트 프로토콜(MCP) 서버 구현.

buchpilot-mcp

MCP server for DACH accounting automation. Connect AI assistants to sevDesk and Lexoffice — create invoices, manage contacts, handle bookings and vouchers for German-speaking businesses.

UK Property Data

UK property data MCP server — Land Registry comps, EPC, Rightmove, rental yields, stamp duty, Companies House. 13 tools.

Finix MCP Server

Enables interaction with Finix payment processing services through a simplified interface. Supports creating buyers/sellers, generating payment links, and searching Finix documentation.

MCTS MCP Server

A Model Context Protocol (MCP) server that enables Claude to use Monte Carlo Tree Search algorithms for deep, explorative analysis of topics, questions, or text inputs.

Homey MCP Server

Enables interaction with Homey smart home devices through natural language, allowing users to control devices, manage zones, and trigger automation flows.

BC Data Catalogue API MCP Server

An MCP Server that enables interaction with the British Columbia Data Catalogue API, allowing users to access and manage data catalogue resources through natural language commands.

Enhanced Airtable MCP Server

Enables comprehensive interaction with Airtable bases including record management with automatic type conversion for all field types. It supports batch operations, schema discovery, and secure authentication using Personal Access Tokens.

Marketing Automation MCP Server

Enables AI-powered marketing campaign management across Google Ads, Facebook Ads, and Google Analytics with automated budget optimization, AI-generated ad copy, audience segmentation, and real-time performance analytics.

Excel MCP Server

A Model Context Protocol server that enables AI agents to freely operate Excel spreadsheets, providing tools for workbook creation, cell manipulation, formatting, formula handling, and data export.

ramp-mcp: A Ramp MCP server

LLM이 Ramp의 개발자 API를 사용하여 Ramp의 금융 데이터를 검색, 분석하고 작업을 실행할 수 있도록 하는 모델 컨텍스트 프로토콜 서버입니다. 토큰 제한을 극복하기 위해 인메모리 SQLite 데이터베이스를 사용합니다.

Monzo MCP Server

Provides read-only access to Monzo banking accounts, balances, pots, and transactions with automatic OAuth token refresh and persistent local SQLite caching. Enables spending analysis with category breakdowns and transaction search across cached historical data beyond Monzo's 90-day access window.

WhatsApp MCP Server 🚀

WhatsApp MCP 서버

Movie MCP Server

A Model Context Protocol server that enables searching and retrieving detailed information about movies and TV shows using The Movie Database (TMDB) API.

Remote MCP Server on Cloudflare

A server implementation of the Model Context Protocol (MCP) that runs on Cloudflare Workers, allowing AI assistants like Claude to access tools through OAuth authentication.

sql-mcp

A Model Context Protocol server for interacting with MSSQL and PostgreSQL databases, offering tools for schema exploration and SQL execution. It features configurable query modes for safety and supports advanced authentication methods like Windows Auth and SSL.

DocketBird MCP Server

DocketBird에서 호스팅하는 API를 위한 MCP 서버

Supabase MCP Server

GitHub Copilot과 같은 AI 어시스턴트와 Supabase 데이터베이스 사이의 다리 역할을 하여, AI가 스키마를 이해하고, 쿼리 작성을 돕고, 데이터 모델과 관련된 상황 인식 제안을 제공할 수 있도록 합니다.

ICON mcp v105

Enables AI agents and LLMs to interact with the ICON mcp v105 API through standardized tools. It supports Model Context Protocol integration for seamless access to ICON endpoints and asynchronous operations.