uv sync --extra dev

settings.yaml                       committed defaults
~/.rag-knowledge-mcp/settings.yaml  per-user override
settings.local.yaml                 per-machine override (gitignored)

knowledge-base
├── companies
│   └── frobozz-co.md
│   └── acme.md
├── developers
│   └── wesley-hinkle.md
└── projects
|   ├── magic-api-gateway.md
|   ├── zork-legacy-cms.md
|   ├── torch-saas.md
|   ├── grue-detector.md
|   ├── zorkmid-sdk.md
|   ├── hello-footpad.md
|   ├── anvil.md
└── skills-mapping.md

uv run python ingest.py

make embeddings

{
  "mcpServers": {
    "rag-knowledge": {
      "command": "uv",
      "args": [
        "run",
        "--directory",
        "/absolute/path/to/this/project",
        "python",
        "rag_knowledge_mcp.py"
      ],
      "env": {
        "LOG_LEVEL": "INFO"
      }
    }
  }
}

claude mcp add rag-knowledge -- uv run --directory /absolute/path/to/this/project python rag_knowledge_mcp.py

claude mcp add --scope user rag-knowledge -- uv run --directory /absolute/path/to/this/project python rag_knowledge_mcp.py