Discover Awesome MCP Servers

ML Jupyter MCP

Execute Python code with persistent state across Claude conversations using a background Jupyter kernel. Supports creating notebooks, managing virtual environments, and maintaining variables/imports between code executions.

Project Creator MCP

Enables rapid creation of new projects from predefined templates including React, Node.js, Django, Flask, and more. Provides comprehensive project scaffolding with file system operations, template management, and command execution capabilities.

Remote MCP Server Template (Authless)

A template for deploying custom MCP servers on Cloudflare Workers without authentication. Enables users to create and deploy their own tools accessible from Claude Desktop and AI Playground via SSE endpoints.

ModelScope Image Generation MCP Server

Enables text-to-image generation through the ModelScope platform using the Qwen/Qwen-Image model. It supports customizable parameters such as negative prompts, resolution, and sampling steps within MCP-compatible clients.

Dokploy MCP Server

A middleware service that allows LLMs and AI assistants to directly interact with the Dokploy platform through a standardized interface, providing access to Docker, project, and application management capabilities.

MCP INEGI Mujeres

Exposes educational indicators with a gender perspective from Mexico's SIESVIM (INEGI), covering data such as terminal efficiency, dropout rates, and literacy. It enables models to perform contextualized social research and analysis using official Mexican statistics.

SourceSync.ai MCP Server

AI 모델이 SourceSync.ai의 지식 관리 플랫폼과 상호 작용하여 지식 베이스의 콘텐츠를 정리, 수집, 검색할 수 있도록 합니다.

AMC MCP Server

Provides a comprehensive movie booking experience for AMC Theatres, enabling users to discover movies, find showtimes, select seats, and process payments through conversational AI. Supports multi-location theater search with real-time seat availability and booking management.

Hacker News MCP Server

An MCP server that enables AI assistants to access real-time Hacker News data including top stories, story details, comments, and search functionality.

FastAPI + FastMCP + Gemini Integration

Enables natural language interaction with FastAPI applications through Google's Gemini AI using MCP tools. Provides CRUD operations for user management and application health monitoring through conversational prompts.

Bear Notes MCP Server with RAG

Connects Bear Notes to AI assistants using semantic search and RAG (Retrieval-Augmented Generation), allowing AI systems to access and understand your personal knowledge base through meaningful search rather than just keyword matching.

Daemon-MCP

Daem0n-MCP provides AI agents with persistent, semantically indexed memory to track decisions, rules, and outcomes across sessions. It actively prevents repetitive mistakes by enforcing context checks and prioritizing information about past failures during recall. Best for Claude Code.

MCP Trade Plan Service

A minimal REST service designed for managing and executing automated trading plans. It enables users to create, monitor, and close trade positions with detailed configurations for signals, entry rules, and take-profit strategies.

Interleaved Learning MCP Server

Implements cognitive science-backed interleaved learning techniques to create study plans, generate mixed-topic quizzes, manage flashcard decks, and track learning progress for optimal knowledge retention.

Memory MCP Server

LLM을 위한 장기 기억 저장 시스템으로, 임베딩을 사용한 시맨틱 검색을 통해 여러 세션에 걸쳐 문맥을 기억하도록 돕고, 과거 상호 작용 및 개발 결정으로부터 관련 역사적 정보를 제공합니다.

MMI Architecture Analyzer

An MCP server for evaluating C# project architecture quality using the Modularity Maturity Index (MMI) framework. It provides tools for detecting layering violations, circular dependencies, and encapsulation issues with interactive D3.js visualizations.

yeepay-mcp

The Yeepay MCP service provides integration with Yeepay services via the Model Context Protocol (MCP).

MCP Calculator Service

A service that processes natural language requests to perform mathematical calculations by integrating Claude AI with a calculator API through the Model-Context-Protocol architecture.

Modular MCP Server with Python Tools

A demo MCP server that enables users to interact with various tools through natural language, including note management, weather queries, calculations, file operations, and shell commands. Uses Ollama for intent detection and structured command parsing from free text input.

Jooto MCP Server

a private MCP server for accessing Jooto

AWS Billing MCP Server

Enables users to analyze AWS costs, track spending trends, and detect anomalies directly within Claude Desktop using the AWS Cost Explorer API. It provides tools to identify major cost drivers and compare usage across different time periods through natural language queries.

Mcp Server Aibd Devcontainer

VS Code DevContainers에서 AI 기반 개발을 가속화하는 MCP 서버.

mcp-remote-server

Copilot 통합을 위한 MCP 원격 컨텍스트 서버

Event Horizon MCP Server

Enables evolutionary solution generation and optimization using genetic algorithm principles, allowing LLMs to evolve solutions across multiple generations with consistency check evaluations and convergence detection.

MCP Registry Server

저희 MCP 레지스트리를 사용하여 MCP 서버를 쉽게 찾으세요. 자연어로 검색하세요.

Taskboard MCP Server

Integrates GitHub Copilot Chat with your Taskboard instance to manage workspaces, boards, lists, and cards using natural language. It supports full task lifecycle operations, searching capabilities, and knowledge base queries via RAG.

Remote MCP Server on Cloudflare (Without Auth)

Enables deployment of a remote Model Context Protocol server on Cloudflare Workers without authentication. Allows custom tool definitions and connection from MCP clients like Claude Desktop or Cloudflare AI Playground.

Pica MCP Server

Pica용 Model Context Protocol 서버의 TypeScript 구현으로, Claude Desktop 사용자가 자연어 명령을 통해 Gmail, Google Sheets, Slack, 데이터베이스와 같은 연결된 플랫폼과 상호 작용할 수 있도록 합니다.

Total Development Toolkit MCP

An all-in-one development toolkit that integrates 10 popular MCPs with comprehensive features for solo developers, supporting frontend, backend, mobile development, database management, testing, and deployment automation.