Aurora Grimoire

CLI + MCP server for Aurora OS documentation RAG.

The project covers the full pipeline:

• fetch HTML documentation;
• normalize into Markdown;
• chunk content;
• generate embeddings;
• upload vectors to Qdrant;
• search with sources (cli search_docs);
• expose search through MCP tool search_docs.

Features

• Full offline-friendly RAG pipeline via CLI.
• Hybrid retrieval: dense (Qdrant) + BM25.
• Documentation version filtering (--doc-version).
• Knowledge sufficiency threshold (--knowledge-threshold).
• Artifact transfer between machines via bundle.
• MCP server (stdio and HTTP transport).

Requirements

• Rust/Cargo (to install CLI via cargo install --path .).
• For rag embed: Ollama with an embedding model.
• For rag deploy and search: Qdrant.

For a local dev stack:

• rag dev up starts Docker services (Qdrant + Ollama).

Installation

Install the CLI binary:

cargo install --path .

Check installation:

aurora-grimoire --version

If command is not found, ensure Cargo bin is in PATH:

export PATH="$HOME/.cargo/bin:$PATH"

Config Is Required

All commands except rag config init require an existing config.toml.

Create config:

aurora-grimoire rag config init

Overwrite existing config:

aurora-grimoire rag config init --force

Custom config path:

AURORA_GRIMOIRE_CONFIG=/path/to/config.toml aurora-grimoire rag config init

Config template: config.example.toml

Quick Start (end-to-end)

1. Initialize config:

aurora-grimoire rag config init

1. Start local stack:

aurora-grimoire rag dev up --build --gpu --verbose

1. Fetch and prepare data:

aurora-grimoire rag fetch-web -v
aurora-grimoire rag struct -v
aurora-grimoire rag chunk -v

1. Generate embeddings and deploy to Qdrant:

aurora-grimoire rag embed -v
aurora-grimoire rag deploy -v --recreate

1. Validate search:

aurora-grimoire cli search_docs "how to build project with mb2" --doc-version 5.2.0 --json

Transfer Artifacts To Another User

rag bundle create always creates a dual bundle (chunks + vectors).

Create bundle:

aurora-grimoire rag bundle create --out ~/.aurora-grimoire/bundles/aurora-dual.tar.zst

Inspect bundle:

aurora-grimoire rag bundle inspect --file ~/.aurora-grimoire/bundles/aurora-dual.tar.zst

On another machine:

aurora-grimoire rag config init
aurora-grimoire rag bundle extract --file /path/aurora-dual.tar.zst
aurora-grimoire rag deploy --input ~/.aurora-grimoire/vectors_data --recreate -v

MCP

Start MCP server:

aurora-grimoire mcp start --stdio

or HTTP:

aurora-grimoire mcp start --http --host 127.0.0.1 --port 8080

MCP smoke test:

aurora-grimoire mcp smoke --doc-version 5.2.0 --query "how to build project with mb2"

MCP exposes one tool:

• search_docs

Agent Integrations

Ensure aurora-grimoire is installed and available in PATH. If you need absolute binary path:

AURORA_GRIMOIRE_BIN="$(command -v aurora-grimoire)"

Use that absolute path in examples below.

Claude Code

Stdio transport:

claude mcp add aurora-grimoire -- $AURORA_GRIMOIRE_BIN mcp start --stdio

HTTP transport:

aurora-grimoire mcp start --http --host 127.0.0.1 --port 8080
claude mcp add --transport http aurora-grimoire-http http://127.0.0.1:8080/mcp

Codex

Stdio transport:

codex mcp add aurora-grimoire -- $AURORA_GRIMOIRE_BIN mcp start --stdio

HTTP transport:

aurora-grimoire mcp start --http --host 127.0.0.1 --port 8080
codex mcp add aurora-grimoire-http --url http://127.0.0.1:8080/mcp

Check:

codex mcp list

OpenCode

OpenCode adds MCP server via interactive wizard:

opencode mcp add

For local mode set:

• name: aurora-grimoire
• transport/type: local/stdio
• command: $AURORA_GRIMOIRE_BIN
• args: mcp start --stdio

For remote mode set:

• transport/type: remote/http
• url: http://127.0.0.1:8080/mcp

Check:

opencode mcp list

Other MCP Clients

If your client supports stdio mcpServers config, use:

{
  "mcpServers": {
    "aurora-grimoire": {
      "command": "$AURORA_GRIMOIRE_BIN",
      "args": ["mcp", "start", "--stdio"]
    }
  }
}

If your client supports streamable HTTP, start server:

aurora-grimoire mcp start --http --host 127.0.0.1 --port 8080

and connect URL http://127.0.0.1:8080/mcp.

Install Agent Skill/Command Templates

CLI includes installer command:

aurora-grimoire agents install --runtime all --scope global --verbose

Flags:

• --runtime <claude|opencode|codex|all> (default: all)
• --scope <global|local> (default: local)
• --config-dir <PATH> (single runtime only)
• --force (overwrite existing files)

Installed targets:

• Claude Code: commands/aurora/search-docs.md (invoke: /aurora:search-docs ...)
• OpenCode: command/aurora-search-docs.md (invoke: /aurora-search-docs ...)
• Codex: skills/aurora-search-docs/SKILL.md (invoke: $aurora-search-docs ...)

Main Commands

aurora-grimoire
├─ agents
│  └─ install
├─ rag
│  ├─ config init
│  ├─ fetch-web
│  ├─ struct
│  ├─ chunk
│  ├─ embed
│  ├─ deploy
│  ├─ bundle (create/inspect/extract)
│  ├─ dev (up/down/status/logs)
│  ├─ test-e2e
│  └─ clear
├─ cli
│  └─ search_docs
└─ mcp
   ├─ start
   └─ smoke

Full and current command tree with flags: docs/architecture.md

Useful Commands

Check dev stack status:

aurora-grimoire rag dev status

Logs:

aurora-grimoire rag dev logs -f

Clear artifacts:

aurora-grimoire rag clear --all