Which programming languages and frameworks are supported?

The generator currently includes specialized templates for Node.js (Next.js, Express, Prisma), Python (Pytest, Ruff, Mypy), and Rust (Cargo), along with general Git and system tools.

How do I start using the generated MCP server?

Once generated, navigate to the .claude/mcp-servers directory, run 'npm install' and 'npm run build', then restart Claude Code to load the new capabilities.

Does this skill require a paid subscription?

Yes, full MCP server generation is a PopKit Pro feature. Free tier users receive a basic project analysis and health check recommendations instead.

What is an MCP server in the context of Claude Code?

An MCP (Model Context Protocol) server is a standardized interface that allows AI models like Claude to securely connect to local tools, scripts, and data sources within your development environment.

Project-Aware MCP Generator

Name: Project-Aware MCP Generator
Author: jrc1883

byjrc1883

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개발자 도구

Generates project-specific Model Context Protocol (MCP) servers to provide Claude with customized development tools and semantic search capabilities.

The Project-Aware MCP Generator automates the creation of a dedicated MCP server tailored to your codebase's unique architecture. By analyzing your tech stack—whether it's Next.js, Python, or Rust—it builds custom tools for health monitoring, testing, and linting, while integrating semantic search via embeddings. This allows Claude to interact more intelligently with your local environment, troubleshoot startup issues, and execute project-specific routines, making it an essential tool for professional developers managing complex workflows.

주요 기능

010 GitHub stars

02Automatic registration and configuration in Claude settings

03Semantic tool discovery using Voyage AI embeddings

04Automated tech stack detection for tailored tool selection

05Pre-configured routines for morning and nightly development tasks

06Custom tool generation for linting, testing, and service health checks

사용 사례

01Implementing semantic search across diverse local development utilities

02Setting up a new project environment with automated service monitoring

03Extending Claude's capabilities with custom commands for complex monorepos

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jrc1883/popkit-claude pop-mcp-generator

For use in Claude.ai and ChatGPT

Download Skill