I Cut My Claude Code Token Usage by 94% With This Open Source Tool

If you use Claude Code, Cursor, or any AI coding tool, you're probably burning tokens on the same files over and over. Every session, the AI re-reads your codebase from scratch. I built Code Context Engine (CCE) to fix this. It indexes your code locally and lets the AI search instead of reading entire files. The result: 94% fewer input tokens , benchmarked on FastAPI with 20 real coding queries. The Problem Input tokens are 85-95% of your Claude Code bill. Every time you ask Claude about your pa