Discover Awesome MCP Servers

Gradle Tomcat MCP Server

Enables management of Gradle-based Tomcat applications with capabilities for starting, stopping, restarting processes and querying application logs.

ABSD DevOps MCP Server

Enables secure local filesystem operations and interactive terminal sessions for AI assistants. Provides 12 tools for file management, directory operations, code searching, and running interactive REPLs with security protections.

Agentic MCP Server

Enables AI-driven orchestration of GitHub development workflows including automated issue analysis, code generation, code review, and PR creation through multiple specialized agents. Integrates with GitHub Actions to automate the complete development process from issue to pull request.

Simple TypeScript MCP Server

A TypeScript template for building Model Context Protocol servers that implements basic note-taking CRUD operations with JSON responses.

Webshot MCP

Enables taking screenshots of web pages with support for multiple devices (desktop, mobile, tablet), custom dimensions, full-page capture, and various image formats. Built with Playwright for reliable web page rendering and screenshot generation.

MCP Search Server

An MCP server that provides semantic search capabilities by integrating with an OpenSearch-based search service. It enables users to perform complex document searches across multiple indices with support for advanced filtering and robust error handling.

AgenticRAG MCP Server

An intelligent codebase processing server that provides agentic RAG capabilities for code repositories, enabling semantic search and contextual understanding through self-evaluating retrieval loops.

Simple Calculator MCP

Provides basic mathematical operations including addition, subtraction, multiplication, division, and power calculations through a Model Context Protocol interface.

Jokes MCP Server

A Model Context Protocol server that provides joke delivery functionality, allowing users to request various types of jokes (Chuck Norris, Dad jokes, etc.) through Microsoft Copilot Studio or Visual Studio Code.

MCP Memory Server - HTTP Streaming

Enables creation and management of knowledge graphs with entities, relationships, and observations through HTTP streaming. Supports persistent storage, search functionality, and CRUD operations for building and querying interconnected knowledge bases.

Nanoleaf MCP Server

A Model Context Protocol server that enables controlling Nanoleaf smart lights through Warp terminal or any MCP-compatible client, providing tools for device discovery, authorization, and control of lights, brightness, colors, and effects.

AURA MCP Server

Enables Claude and ChatGPT to interact with AdEx AURA API for DeFi portfolio analysis, yield opportunity scanning, and automated trading strategy execution across multiple EVM chains. Includes risk management guardrails and on-chain payment verification.

Betaflight MCP Server

Enables natural language interaction with Betaflight FPV drone flight controllers for configuration, PID tuning, sensor monitoring, VTX control, and blackbox management through Claude AI.

edu_video_gen

edu_video_gen

Swagger MCP

An MCP server that connects to a Swagger specification and helps an AI to build all the required models to generate a MCP server for that service.

A sample MCP server for understanding cloud spend

AWS Cost Explorer と CloudWatch Logs のための MCP

bilibili_mcp_server_full

インストールが容易なBilibili MCPサーバー

MCP_Testing

Rust で MCP サーバーをテストする

Design Patterns MCP Server

Provides intelligent design pattern recommendations using semantic search through a comprehensive catalog of 200+ patterns across 20 categories. Users can describe programming problems in natural language to discover appropriate design patterns with contextual recommendations.

AI Naming Standard MCP Server

Enables automatic generation and validation of standardized file names using AI-driven conventions for microservices architecture. Supports multi-language naming with structured components like microservice, layer, domain, and action identifiers.

Color Scheme Generator MCP Server

Generates harmonious color schemes for design projects using The Color API, offering eight different palette generation methods including monochrome, analogic, complement, triad, and quad schemes.

Code Context MCP Server

ローカルの Git リポジトリに対してセマンティック検索を提供する MCP サーバー。ユーザーはリポジトリのクローン、ブランチの処理、ベクトル化されたコードチャンクによるコード検索が可能。

WSB Analyst MCP Server

A Model Context Protocol server that enables LLM clients to fetch, analyze, and extract insights from real-time WallStreetBets posts, comments, and shared links for market analysis.

Azure Container Apps Weather MCP Server

A server-sent events (SSE) MCP server that runs on Azure Container Apps with API key authentication, likely providing weather-related functionality based on the configuration.

Seamless Sign-ups MCP Server

A demonstration project that uses Google Gemini 2.0 Flash to interact with a locally hosted Model Calling Protocol server for managing user registration data stored in CSV files.

ccontext

Provides AI agents with persistent execution context across sessions through local YAML files, enabling shared memory, task tracking, milestone management, and context hygiene for single or multi-agent workflows.

task

MCPサーバーは、翻訳タスクを環境アクションに変換するためのデータ形式を公開します。

filesystem-mcp

TypeScript で構築された MCP サーバーで、シンプルなノートシステムを実装しています。ユーザーは URI とツールを使って、テキストノートの作成、アクセス、要約生成ができます。