Scaffold is a specialized RAG system that transforms entire codebase into a living knowledge graph, capturing the deep structural relationships between files, classes, and functions. This provides AI agents with the crucial context to accurately understand, maintain, and reason about complex software, moving far beyond simple text retrieval.
Server Config
{
"mcpServers": {
"Scaffold": {
"command": "docker",
"args": [
"run",
"--rm",
"--name",
"scaffold-mcp",
"-p",
"8000:8080",
"-v",
"${PROJECT_PATH}:/app/codebase",
"-e",
"CHROMA_SERVER_HOST=${CHROMA_SERVER_HOST}",
"-e",
"CHROMA_SERVER_PORT=${CHROMA_SERVER_PORT}",
"-e",
"CHROMA_COLLECTION_NAME=${CHROMA_COLLECTION_NAME}",
"-e",
"NEO4J_USER=${NEO4J_USER}",
"-e",
"NEO4J_PASSWORD=${NEO4J_PASSWORD}",
"-e",
"NEO4J_URI=${NEO4J_URI}",
"-t",
"ghcr.io/beer-bears/scaffold:latest"
],
"env": {
"CHROMA_SERVER_HOST": "<CHROMA_HOST>",
"CHROMA_SERVER_PORT": "<CHROMA_PORT>",
"CHROMA_COLLECTION_NAME": "scaffold_data",
"NEO4J_USER": "<NEO4J_USER>",
"NEO4J_PASSWORD": "<NEO4J_PASSWORD>",
"NEO4J_URI": "bolt://<NEO4J_USER>:<NEO4J_PASSWORD>@<NEO4J_HOST>:NEO4J_PORT>",
"PROJECT_PATH": "<PATH_TO_YOUR_PROJECT>"
}
}
}
}