Local · graph-aware · token-lean
Reading comprehension
for your codebase.
Dokkai turns any repository into a graph-aware vector database that local AI agents can read, search and document — using a fraction of the tokens.
terminal
claude mcp add dokkai -- uv run \
--directory /path/to/dokkai \
python src/mcp_server.pyGet Started
What Dokkai is, how it works, and a six-step path from an empty index to chatting with your codebase.
Guides
Ingestion, descriptions, authentication and configuration — the day-to-day operating manual.
API Reference
Every HTTP endpoint of the FastAPI app, grouped by tag, with request and response examples.
CLI
The dokkai npm command line: up, status, ingest, graph, srcs, watch and doctor.
MCP Server
The stdio MCP server and its seven graph-aware retrieval tools for Claude Code, Codex and any client.
Routines
Experimental code-review and bug-hunt routines, with pushable playbooks and model-pulled skills.