GitHub Spring Profiler MCP Server ☁️⚡

A high-speed, serverless Model Context Protocol (MCP) remote server deployed on Cloudflare Workers.

Accepts any public GitHub repository URL, queries the GitHub REST API without cloning, and delivers an instant architectural pre-screening profile. It enables AI agents to evaluate whether a remote repository is a valid Spring Boot project before triggering deep local analysis.

🌐 Live Remote Endpoint

Related MCP server: Spring Architecture Analyzer MCP

🤖 For AI Agents & LLMs: Operational Guide & Tool Contract

Purpose & When to Call

Call profile_github_repository when:

1. The user asks about an online GitHub repository (e.g. https://github.com/spring-projects/spring-petclinic).

2. You need to pre-screen a repository before recommending cloning or running deep local AST analysis.

3. You want to inspect high-level metadata (stars, default branch, Spring annotations, Maven POM presence) without downloading the codebase.

Tool Specification

profile_github_repository

• Parameters:

  • repo_url (string, required): The full HTTPS URL of the public GitHub repository (e.g., https://github.com/spring-projects/spring-petclinic or owner/repo).

• Response Format: JSON string containing the profile object.

{
  "repository": "spring-projects/spring-petclinic",
  "url": "https://github.com/spring-projects/spring-petclinic",
  "default_branch": "main",
  "stars": 7532,
  "has_pom_xml": true,
  "has_maven_wrapper": true,
  "has_src_main_java": true,
  "java_file_count": 30,
  "detected_annotations": [
    "@SpringBootApplication",
    "@Controller",
    "@Entity",
    "@Component"
  ],
  "is_spring_boot_candidate": true,
  "recommendation": "Repository is a valid Spring Boot Maven project suitable for local architecture analysis."
}

👤 For Developers: Installation & Deployment

Prerequisites

• Node.js 18+ & npm

• Cloudflare Account (free tier is fully supported)

• Wrangler CLI (installed locally via npm)

1. Clone & Install Dependencies

git clone https://github.com/jcdiegolopez/github-spring-profiler-mcp.git
cd github-spring-profiler-mcp

npm install

2. Local Development

Run the worker locally in development mode:

npx wrangler dev

3. Deploy to Cloudflare Workers

Deploy your own instance to Cloudflare's global edge network:

npx wrangler deploy

(Optional) If you want higher GitHub API rate limits, configure a GitHub personal access token as a Cloudflare secret:

npx wrangler secret put GITHUB_TOKEN

⚙️ MCP Host Configuration

To connect this remote MCP server to your chatbot or IDE host:

For Custom Hosts (e.g. mcp_servers.json)

{
  "mcpServers": {
    "github-profiler": {
      "transport": "http",
      "url": "https://github-spring-profiler-mcp.dijolopez.workers.dev/"
    }
  }
}

For Claude Desktop / Cursor / Antigravity

In environments supporting remote HTTP MCP transports:

{
  "mcpServers": {
    "github-spring-profiler": {
      "transport": "sse",
      "url": "https://github-spring-profiler-mcp.dijolopez.workers.dev/sse"
    }
  }
}

🔗 Related Repositories

• RD-PR01: Interactive Console MCP Client & Chatbot host (Google Gemini Interactions API).

• spring-architecture-analyzer-mcp: Local Python MCP server for deep AST static analysis and dependency graph generation.

📄 License

MIT License. See LICENSE for details.