Skip to content

[GitHub Trending] colbymchenry/codegraph

9.1 relevance
Score Breakdown
technical depth
8
novelty
8
actionability
9
community
8
strategic
6
personal
9

Scored daily by a customisable AI persona to surface the most relevant engineering leadership news.

Pre-indexed code knowledge graph for AI agents, highly actionable and trending.

2026-05-23 ai/ml GitHub Trending
Pre-indexed code knowledge graph for Claude Code, Codex, Cursor, OpenCode, and Hermes Agent — fewer tokens, fewer tool calls, 100% local - colbymchenry/codegraph
Summary

CodeGraph provides a pre-indexed knowledge graph of symbol relationships and call graphs to AI coding agents like Claude Code, Cursor, and Codex, replacing expensive file-scanning with instant queries. Benchmarks across 7 real-world codebases show it reduces costs by ~35%, token usage by ~59%, and tool calls by ~70%, with gains scaling on larger repos. The tool installs via a single command with no Node.js dependency and runs 100% locally.

Key Takeaway

Integrate CodeGraph into your agent workflows to cut token costs and tool calls by up to 70% while keeping all data local.

Why it matters

For engineers building or using AI coding agents, CodeGraph directly slashes token consumption and latency, making agent-assisted development more cost-effective and responsive, especially on large monorepos.

Full Article

CodeGraph Supercharge Claude Code, Cursor, Codex, OpenCode, and Hermes Agent with Semantic Code Intelligence ~35% cheaper · ~70% fewer tool calls · 100% local Get Started No Node.js required — one command grabs the right build for your OS: # macOS / Linux curl -fsSL https://raw.githubusercontent.com/colbymchenry/codegraph/main/install.sh | sh # Windows (PowerShell) irm https://raw.githubusercontent.com/colbymchenry/codegraph/main/install.ps1 | iex Already have Node? Use npm instead (works on any version): npx @colbymchenry/codegraph