Code knowledge for humans and agents

A cited wiki, hybrid search and a code graph, generated from your repositories and served over MCP. Self-hosted.

Generated repository wiki

Every claim cites code, and every citation was tool-verified.

How generation works

Vector, lexical and fuzzy-symbol search on every query, fused by rank.

Retrieval internals

tree-sitter parses four languages into symbols and call edges — Go is the proven one. Structure never comes from a model guessing.

What is extracted

14 MCP tools over the same indexes the UI uses. Bounded, cited context instead of whole files.

Tool catalog

Graph, embeddings, search and app state in a single database. No vector service, no graph engine.

Architecture

Repositories start closed and LLM keys stay server-side. OIDC, SCIM and group grants when a team shows up.

Access control