Discover Awesome MCP Servers

Coolify MCP Server

Enables AI agents to deploy and manage applications on Coolify through structured tools, supporting project management, app lifecycle control, pre-configured templates, and deployment monitoring with built-in safety guardrails.

VMWare MCP

Enables AI agents to manage VMware vSphere infrastructure through 55 typed tools built on the govc CLI. It supports comprehensive operations including VM lifecycle management, snapshot control, datastore navigation, and networking configuration.

Keep MCP

Enables interaction with Google Keep notes through an MCP server, allowing users to search, create, update, and delete notes via natural language commands.

VyOS MCP Server

A Model Context Provider server offering comprehensive access to VyOS network operating system functionality through 25+ tools covering configuration management, operational commands, diagnostics, and monitoring.

XDS110 MCP Server

Enables Large Language Models to act as co-debuggers for Texas Instruments embedded systems by providing real-time variable monitoring, memory manipulation, and motor control analysis through OpenOCD proxy architecture. Supports debugging TI microcontrollers with XDS110 debug probes while working alongside Code Composer Studio.

Mcp

羽山数据API服务现已全面兼容MCP协议，打造数据服务MCP Server。mcp-server-unsense-corp-npm 项目是为企业级数据查询服务而设的服务器，用户可以通过简单的配置，快速地通过LLM使用羽山数据的企业级数据服务。它依赖于MCP Typescript SDK，可以在支持MCP协议的智能体助手中快速接入。

MCP with Gemini Integration

Implements a Model Control Protocol server integrated with Google Gemini LLM, providing a flexible framework for building AI-powered applications.

Adamik MCP Server

镜子 (jìng zi)

Agent State MCP Server

Provides state and log management tools designed for long-lived AI agents that may be interrupted and resumed. It enables tracking agent progress and maintaining an append-only event history to ensure continuity across multiple sessions.

MCP Lottery Demo

Enables random selection tools including lottery drawing from option lists, dice rolling with customizable sides and counts, and coin flipping. Supports both single and multiple draws with duplicate control options.

LLM Responses MCP Server

一个模型上下文协议服务器，支持多个 AI 代理之间的协作辩论，使它们能够讨论用户提示并达成共识。

Gemini Nanobanana MCP

Enables AI image generation, editing, composition, and style transfer in Claude conversations using Google's Gemini 2.5 Flash model. Automatically saves generated images to a local directory.

Recipe By Api Ninjas MCP Server

An MCP server that enables users to search for recipes and cooking instructions via the API Ninjas Recipe API. It supports querying specific dishes and provides paginated results for recipe discovery.

USCardForum MCP Server

Enables interaction with USCardForum, a Discourse community focused on US credit cards and points, providing 22 tools for discovering topics, reading content, researching user profiles, and managing authenticated actions like notifications and bookmarks.

Shopify MCP Server

Enables interaction with Shopify store data (products, customers, orders) via GraphQL, providing comprehensive tools for store management through Claude.

binance-announcements-mcp

An MCP server that streams the latest Binance announcements to your AI agents in real time, enabling instant analysis and action on market-moving updates.

EasyChatDM - Demonstrates creating a simple MCP Server tools

用于与生成式人工智能一起玩《龙与地下城》的 MCP 服务器工具示例。本项目仅用于教育目的，因此对良好的代码设计关注较少。

2025 Tax Law Amendment MCP Server

Enables users to search and query information from the 2025 Korean tax law amendment PDF documents using natural language. Provides document indexing and retrieval capabilities through ChromaDB vector storage and LangChain integration.

SAP ByDesign MCP Server by CData

This read-only MCP Server allows you to connect to SAP ByDesign data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

MCP Server Gemini

A Model Context Protocol server that enables Claude Desktop and other MCP-compatible clients to leverage Google's Gemini AI models with features like thinking models, Google Search grounding, JSON mode, and vision support.

Email Server

Enables email management through IMAP and SMTP protocols, supporting reading, sending, replying to emails with proper threading, and downloading attachments. Supports multiple email accounts with flexible configuration options.

Logseq MCP Server

A NestJS-based server that enables AI agents to interact with Logseq graphs through its HTTP API for managing notes, journals, and blocks. It features specialized tools for project development tracking, including progress logs, technical decisions, and workflow prompts.

PostgreSQL MCP Server

An MCP server that enables AI assistants to interact with PostgreSQL databases by executing SQL queries and inspecting database schemas. It provides tools for standardized database exploration and management through the Model Context Protocol.

Forgejo MCP Server

仅镜像！！此模型上下文协议 (MCP) 服务器提供用于与 Forgejo（特别是 Codeberg.org）REST API 交互的工具和资源。

FitBit MCP

A Model Context Protocol (MCP) implementation for Fitbit, enabling AI assistants to access and analyze your Fitbit health and fitness data. Disclaimer: This is an unofficial integration built using Fitbit's public API and is not affiliated with or endorsed by Fitbit Inc.

MCP Elicitations Demo Server

A demonstration server that showcases how to collect user input dynamically using the Model Context Protocol (MCP) elicitation system across tools, resources, and prompts.

Anki Connect MCP Server

Enables interaction with Anki desktop flashcard app through the AnkiConnect plugin. Provides tools to manipulate notes and make arbitrary RPC requests to manage flashcards and decks.

Multi Agent Orchestrator MCP

Coordinates specialized agents (Architecture, Quality, Cloud, Prompt) to autonomously plan, build, test, and deploy applications with self-healing capabilities, authentication via Descope, and analytics through Cequence.