Discover Awesome MCP Servers

MCP Autostarter

An intelligent MCP server that enables seamless restarting of Claude's MCP handler process without disrupting the UI, allowing for plugin reloading without closing the entire Claude Desktop application.

McGravity

여러 MCP 서버를 하나의 통합된 엔드포인트로 구성하기 위한 프록시 도구입니다. Nginx가 웹 서버에 대해 작동하는 방식과 유사하게, 여러 MCP 서버에 걸쳐 요청을 로드 밸런싱하여 AI 도구를 확장하세요.

Document QA MCP Server

An MCP server that enables users to query documents from Google Drive using AI assistance, providing tools for searching vector databases and generating answers based on document content.

Binance MCP Server

Backend service that enables users to connect with Binance exchange for viewing portfolio data, converting tokens, and executing trades with minimal market impact through the Model Context Protocol framework.

ghcontext: Supercharge Your LLMs with Real-time GitHub Context

LLM에 실시간 GitHub 데이터를 제공하여 소프트웨어 개발 능력을 향상시키는 MCP 서버.

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hummingbot-mcp

Enables Claude and Gemini CLI to interact with Hummingbot for automated cryptocurrency trading across multiple exchanges.

AllRatesToday MCP Server

Real-time currency exchange rates for 160+ currencies from Reuters/Refinitiv. 4 tools, stdio transport.

OpenAI MCP Example

이 프로젝트는 MCP 프로토콜을 OpenAI와 함께 사용하는 방법을 보여줍니다. MCP 서버와 클라이언트를 통해 OpenAI API와 원활하게 상호 작용하는 간단한 예제를 제공합니다.

AWP MCP Server

Provides tools for AI assistants to access the Agent Web Protocol (AWP) specification, validate agent.json files, and generate protocol-compliant configurations. It enables developers to integrate the AWP standard into their websites through natural language prompts and automated validation.

LangChain Agent with MCP Servers

LangChain 에이전트와 MCP 서버: 도구 통합을 위한 LangChain MCP 어댑터 사용.

Chart Library

Historical stock pattern intelligence for AI agents. Search 24M pre-computed chart pattern embeddings across 15K stocks and 10 years. 19 tools: pattern similarity search, forward returns, regime analysis, anomaly detection, sector rotation, earnings reactions, correlation shifts, scenario analysis, and more. Returns what happened historically when charts looked like this — compliance-safe

Smartlead MCP Server

Smartlead MCP server.

Medium MCP Server

A browser-based solution that enables programmatic interaction with Medium's content ecosystem despite API deprecation, allowing publishing, retrieving, and searching Medium articles through Claude integration.

QuickBooks Online MCP Server by CData

QuickBooks Online MCP Server by CData

Memory MCP

A production-grade memory server for LibreChat that stores conversation turns and distills durable memories like decisions, constraints, and assumptions. It provides hybrid retrieval and consistency auditing to ensure AI plans remain aligned with established context and previous decisions.

Axiom-hub

Persistent decision memory and contradiction detection for AI coding agents. Enforces architectural consistency across sessions — the agent cannot code until it loads prior decisions. Human resolves conflicts on a dashboard or in chat.

sage-mcp

Hybrid semantic search (dense vector + BM25) over local knowledge bases and codebases, exposed as MCP tools for AI agents to search and list knowledge bases.

WhatsApp MCP

A Model Context Protocol server that enables interaction with WhatsApp through local stdio or remote HTTP/SSE connections. It allows users to send messages, manage groups, and access chat history using natural language.

Oracle SCM MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Oracle SCM (beta): https://www.cdata.com/download/download.aspx?sku=KSZK-V&type=beta

Bay Wheels MCP Server

Provides access to Bay Wheels realtime bikeshare data, enabling users to find nearest available bikes (standard or ebike) and docking stations with available spaces in the San Francisco Bay Area.

SceneCraft MCP

Converts plain text scripts into structured storyboards with shot breakdowns using LLMs, and optionally generates visual frames via Stable Diffusion and assembles them into vertical videos for rapid content prototyping.

jhabit-mcp

A standalone MCP server for managing habits and quit trackers through a jhabit instance. It enables users to list trackers, log entries, and retrieve detailed statistics like streaks and abstinence time.

Inoyu Apache Unomi MCP Server

A Model Context Protocol server enabling Claude to maintain user context through Apache Unomi profile management.

OpenAI MCP Server

Provides tools to manage OpenAI API keys and spending through the OpenAI API. Requires an OpenAI admin API key for secure access to account management features.

Ramoira MCP Server

Exposes the Ramoira brand schema specification as MCP tools and resources, enabling LLMs to generate, validate, or reason about brand schemas without the CLI.

PrestaShop MCP Server

Provides instant, offline access to comprehensive PrestaShop development documentation including 647+ hooks, module guides, component architecture, APIs, and theme development resources for AI assistants.

Reality Calendar MCP Server

Enables interaction with tool data stored in Google Drive Excel files through cached SQLite database. Provides access to tool information and descriptions with automatic background synchronization and OpenWebUI compatibility via OpenAI proxy.

OmniFocus MCP Server

Claude의 OmniFocus 연동: LLM이 모델 컨텍스트 프로토콜을 통해 사용자의 작업과 상호 작용할 수 있습니다. 자연어 명령으로 OmniFocus 데이터베이스를 추가, 정리 및 쿼리하세요.