Code-Graph-RAG for VS Code
io.github.vitali87/code-graph-rag
Knowledge-graph RAG for multi-language codebases: index, query and edit code in natural language.
client:VS Code
transport:stdio
runtime:pypi
Install Code-Graph-RAG in VS Code
.vscode/mcp.json
{
"inputs": [
{
"type": "promptString",
"id": "orchestrator-provider",
"description": "ORCHESTRATOR_PROVIDER",
"password": true
},
{
"type": "promptString",
"id": "orchestrator-model",
"description": "ORCHESTRATOR_MODEL",
"password": true
},
{
"type": "promptString",
"id": "orchestrator-api-key",
"description": "ORCHESTRATOR_API_KEY",
"password": true
},
{
"type": "promptString",
"id": "cypher-provider",
"description": "CYPHER_PROVIDER",
"password": true
},
{
"type": "promptString",
"id": "cypher-model",
"description": "CYPHER_MODEL",
"password": true
},
{
"type": "promptString",
"id": "cypher-api-key",
"description": "CYPHER_API_KEY",
"password": true
},
{
"type": "promptString",
"id": "memgraph-host",
"description": "MEMGRAPH_HOST",
"password": true
},
{
"type": "promptString",
"id": "memgraph-port",
"description": "MEMGRAPH_PORT",
"password": true
},
{
"type": "promptString",
"id": "target-repo-path",
"description": "TARGET_REPO_PATH",
"password": true
}
],
"servers": {
"code-graph-rag": {
"type": "stdio",
"command": "uvx",
"args": [
"code-graph-rag"
],
"env": {
"ORCHESTRATOR_PROVIDER": "${input:orchestrator-provider}",
"ORCHESTRATOR_MODEL": "${input:orchestrator-model}",
"ORCHESTRATOR_API_KEY": "${input:orchestrator-api-key}",
"CYPHER_PROVIDER": "${input:cypher-provider}",
"CYPHER_MODEL": "${input:cypher-model}",
"CYPHER_API_KEY": "${input:cypher-api-key}",
"MEMGRAPH_HOST": "${input:memgraph-host}",
"MEMGRAPH_PORT": "${input:memgraph-port}",
"TARGET_REPO_PATH": "${input:target-repo-path}"
}
}
}
}VS Code prompts for each input the first time the server starts, so no secret is written to the file. VS Code docs