Discover Awesome MCP Servers

diagrams-mcp

Enables generating cloud architecture diagrams, flowcharts, sequence diagrams, and more using three rendering engines: mingrammer/diagrams, Mermaid, and PlantUML.

instagit

An MCP server that gives coding agents instant insight into any Git repository — no guessing, no hallucination.

Claude Code Gemini MCP

Enables Claude Code to call Gemini models through an OpenAI-compatible API, providing tools for deep analysis, brainstorming, code review, and general queries using Gemini's capabilities.

mcp-ynab

FastMCP server that exposes the YNAB API for budget management, enabling interaction with YNAB data through MCP tools.

Agent Readiness MCP

Scans any website to generate an Agent Readiness Report based on the ASO framework, evaluating agent discoverability, trust, interoperability, and commerce readiness.

mcp-server-pacman

mcp-server-pacman

MCP MQTT Light Controller

Enables control of smart lights through MQTT messaging protocol, supporting operations like turning lights on/off and adjusting brightness levels from 0-100.

YouTube Search MCP Server

A Model Context Protocol server that provides comprehensive YouTube search functionality, enabling users to search for videos, channels, and playlists with advanced filtering options using the YouTube Data API.

defeatbeta-api

Defeatbeta API is an open-source alternative to Yahoo Finance's market data APIs, designed to provide reliable and high-performance financial data.

wardrowbe-mcp

Exposes the Wardrowbe wardrobe API as MCP tools, enabling outfit suggestions, item management, wear/wash logging, and analytics via natural language.

TaskSync

Human-in-the-loop feedback for AI coding agents. Pause your agent mid-task, give it new directions, attach screenshots, and keep it on track — without restarting the conversation.

edgemem

Filesystem-native agent memory for Claude Code, enabling persistent team context across sessions through cloud-synced memory files and MCP tools.

CodeRabbit CLI MCP

Enables AI code reviews through the CodeRabbit CLI by exposing a run_review tool that executes CodeRabbit with full flag coverage for analyzing committed, uncommitted, or all changes in a repository.

Flight Search MCP Server

Enables flight search and date parsing using Amadeus API and Google Gemini, with natural language understanding.

Portfolio Manager MCP Server

MCP服务器：投资组合管理

Metacognitive Compute Scheduler

An MCP server that decides whether each step of an agent requires cheap intuition (System 1) or expensive deliberation (System 2) by learning from experience rather than hand-written rules.

mem9 MCP Server

Enables AI assistants to manage memories via the mem9 memory service, supporting memory storage, semantic search, retrieval, update, and deletion across multiple platforms.

EVE Online EST MCP Server

An MCP server for EVE Online that provides EVE Server Time (EST) information and downtime calculations. EVE Server Time (EST) is identical to UTC and is the standard time used across all EVE Online servers. This server provides current EST time and calculates time remaining until the next daily ser

Kafka MCP Server

Enables interaction with Apache Kafka topics, allowing users to publish messages to and read messages from Kafka instances through natural language.

Hong Kong Government Development, Geography and Land Information MCP Server

Provides access to government development, geography and land information data through a FastMCP interface, including data on new building plans processed by the Building Authority.

Sumulige NotebookLM MCP Server

Enables AI agents to query Google NotebookLM directly for accurate, source-based answers, eliminating hallucinations by relying on user-uploaded documents.

yandex-tracker-mcp

MCP server for Yandex Tracker API, enabling AI assistants to search, read, create, and edit issues, as well as manage comments, attachments, and links in Yandex Tracker.

Code Executor MCP Server

Universal MCP server for executing TypeScript and Python code with progressive disclosure, reducing token usage by 98% by enabling on-demand access to all other MCP tools through code execution rather than loading tool definitions directly.

vLLM MCP Server

Exposes vLLM capabilities to AI assistants, enabling chat completions, model management, and platform-aware container control with automatic detection of Docker/Podman and GPU availability across Linux, macOS, and Windows.

mcp-release-guardian

Validates release hygiene in local repositories with network-free, read-only tools for checking repo structure, version alignment, and generating release checklists.

KRS Poland MCP Server

Enables querying the Polish National Court Register (KRS) to retrieve current and historical entity data.

Early MCP

Integrates with the EARLY (Timeular v4) API to manage activities, track time, and generate analytics like efficiency and billing reports. It enables AI assistants to perform comprehensive time tracking tasks, including starting/stopping timers and querying manual time entries.

MCP Server

A simple MCP server that exposes a createUser tool to add users to a local JSON file via stdio transport.

npm-mcp

Enables AI assistants to manage Nginx Proxy Manager instances through natural language, covering 28 tools for proxy hosts, certificates, streams, and more.