Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows.
Stop burning tokens. Start reviewing smarter. Reproducing the benchmarks · AI coding tools can end up re-reading large parts of your codebase on review tasks. fixes that. It builds a structural map of your code with Tree-sitter, tracks changes incrementally, and gives your AI assistant precise context via MCP so it reads only what matters. One command sets up everything. detects which AI coding…
⚠ The trust score below reflects the collection's repository only. The bundled units are not individually verified or scanned — review them before use.
Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts — it cannot prove the absence of malicious code.
Stop burning tokens. Start reviewing smarter. Reproducing the benchmarks · AI coding tools can end up re-reading large parts of your codebase on review tasks. fixes that. It builds a structural map of your code with Tree-sitter, tracks changes incrementally, and gives your AI assistant precise context via MCP so it reads only what matters. One command sets up everything. detects which AI coding tools you have, writes the correct MCP configuration for each one, installs platform-native…