Understand any codebase in minutes.

CodeNib is a multi-view data system for serving repository context to coding agents.

heterogeneous
Lexical, dense, and graph views of the repo, from one compile.
incremental
Supported changes repair affected views; other transitions rebuild safely.
agent-native
Context served to agents as tools, with bounded budgets, over MCP.
demo.codenib.ai

One repository, coordinated views

The Wiki, Dependency Map, and Ask consume manifest-linked lexical, semantic, and structural views from one incremental compiler.

Ask, with receipts

Every answer cites the file and line it came from. Click a citation to open the source.

Compiler-grade graphs

Dependency maps come from SCIP symbol resolution, not model guesses. Edges link to definitions and references in the source.

callsimportsreferences

Wikis that write themselves

Architecture pages are generated per subsystem and cached, so every page loads instantly.

Five languages in the live demo

Language backends preserve shared source locations and capability metadata across each compiled view.

pythonc/c++gorusttypescript

Point it at a codebase.