2025년 12월 31일 기준 인기 MCP 서버 목록

Smart Coding

184

Enables AI assistants to perform intelligent semantic code searches within a codebase using local AI models.

Gentleman Book

71

Provides AI assistants direct access to 18 chapters of software architecture knowledge from the Gentleman Programming Book via the Model Context Protocol.

MachinePal

30

Serves as a cloud-native gateway enabling monetization and cost optimization for AI agents and services through the x402 payment protocol.

API Auto Test Framework

24

Streamlines API test generation and execution using a YAML declarative approach, optimized for AI coding assistants.

Workspace

120

Offers a unified AI development environment providing file operations, code execution, web deployment, data processing, and image generation for comprehensive agent capabilities.

Mpesa Daraja

14

Scrapes Safaricom's Daraja API documentation and serves it through a Model Context Protocol (MCP) server for seamless AI assistant integration.

Vert.x

Provides a lightweight, non-blocking transport layer for integrating Model Context Protocol (MCP) servers with Vert.x applications.

Media Gen

Generate, edit, and fetch images and videos using OpenAI and Google GenAI models, with smart compression and strict Model Context Protocol (MCP) compliance.

Code Search

11

Optimizes AI agent interaction with Java codebases by providing high-performance, batch-oriented context understanding.

YNAB

22

Integrate the YNAB (You Need A Budget) API with AI assistants, enabling natural language control over personal finances.