Code Graph RAG provides AI agents with tools to query, understand, and edit multi-language codebases. It connects to monorepos, using knowledge graphs to enhance code comprehension. Developers use it to navigate complex codebases, extract insights, and make edits efficiently.
Code Graph RAG provides AI agents with tools to query, understand, and edit multi-language codebases. It connects to monorepos, using knowledge graphs to enhance code comprehension. Developers use it to navigate complex codebases, extract insights, and make edits efficiently.
pip install code-graph-ragAdd this configuration to your claude_desktop_config.json:
{
"mcpServers": {
"vitali87-code-graph-rag-github": {
"command": "uvx",
"args": [
"pip install code-graph-rag"
]
}
}
}Restart Claude Desktop, then ask:
"What tools do you have available from code graph rag?"
API Key Required
This server requires an API key from code graph rag. Add it to your environment or config.
| Variable | Required | Description |
|---|---|---|
| CODE_GRAPH_RAG_API_KEY | Yes | Your code graph rag API key |
"What resources are available in code graph rag?"
Claude will query available resources and return a list of what you can access.
"Show me details about [specific item] in code graph rag"
Claude will fetch and display detailed information about the requested item.
"Create a new [item] in code graph rag with [details]"
Claude will use the appropriate tool to create the resource and confirm success.
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