Project Brain MCP
Allows scanning and querying code from GitHub repositories, providing tools like scan_repo_structure, identify_key_files, explain_auth_flow, and ask_codebase to analyze and understand codebases.
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@Project Brain MCPScan repo structure of https://github.com/org/project"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
🧠 Project Brain MCP
An MCP server that reads any codebase and explains it using AI. Point it at any github repo url / local project folder and ask questions in plain language.
🔧 Tools
Tool | What it does |
| Scans the folder tree + explains the project architecture |
| Finds the most important files for a new developer to read |
| Reads auth-related files and explains login, tokens, and permissions |
| Answer any question grounded in the actual code |
Related MCP server: reference-mcp
🛠️ Setup
1. Install dependencies
npm install2. Set your API key
cp .env.example .env
# Edit .env and add your ANTHROPIC_API_KEY3. Build
npm run build4. Add to Claude Desktop
Edit ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):
{
"mcpServers": {
"project-brain": {
"command": "node",
"args": ["/absolute/path/to/project-brain-mcp/build/index.js"],
"env": {
"GEMINI_API_KEY": "sk-ant-your-key-here"
}
}
}
}Restart Claude Desktop. The 4 tools will appear automatically.
📝 Example prompts
Scan the structure of https://github.com/username/repo-name
What are the key files I should read in this repo?
Explain the auth flow in /Users/me/projects/my-api
How does payment processing work in /Users/me/projects/my-shop?🖥️ Development
npm run dev # watch mode (recompiles on save)
npm run build # production buildThis server cannot be installed
Maintenance
Resources
Unclaimed servers have limited discoverability.
Looking for Admin?
If you are the server author, to access and configure the admin panel.
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