KodeAtlas

A code-intelligence engine that builds a deterministic, queryable knowledge graph from an organization's source code. Auto-discovers how services connect — HTTP calls, shared databases, message queues, internal libraries — across repositories, and traces every relationship back to an exact source-code line.

Layered analysis: SCIP indexers for precision, Tree-sitter for syntactic parsing (Go, TypeScript, JavaScript, Python, Java, Rust), and go/ast as a fallback. Persists to Neo4j or runs in-memory. Generates human-readable documentation bottom-up with LLMs (local Ollama qwen2.5-coder or OpenRouter). Exposes a REST API and an MCP server for AI agents; exports to D3, Mermaid, and DOT.