标签 · Code Intelligence — Glean

Recent picks

2picks · chronological

07-22

Local-first code intelligence graph for AI coding tools

code-review-graph is a local-first code intelligence graph that parses codebases with Tree-sitter and provides precise context to AI coding tools via the MCP protocol. It solves the problem of AI assistants re-reading large amounts of tokens during code review by performing blast-radius analysis to output only affected files. Features include 30+ MCP tools, incremental updates (<2s), a risk-scored GitHub Action for PR reviews, and support for custom languages. Benchmarks show median token reduction of 82x. Ideal for developers using AI coding assistants and teams maintaining large monorepos.

github.com · 36 min · Ai Tooling · Code Analysis · Code Intelligence

07-17

Graphify: Turn Any Codebase into a Queryable Knowledge Graph for AI Coding Assistants

Graphify is an open-source tool that transforms codebases, docs, PDFs, images, and videos into a knowledge graph for AI coding assistants like Claude Code, Cursor, and Gemini CLI. It uses tree-sitter AST for deterministic, local-only code parsing, and delegates semantic extraction for non-code assets to the assistant's model. The output includes an interactive HTML visualization, a Markdown report, and a reusable graph.json, enabling natural-language queries, path traversal, and concept explanations. Every edge is tagged EXTRACTED or INFERRED, so users always know what was read vs. guessed. Ideal for engineers onboarding large unfamiliar codebases or augmenting long-tail maintenance workflows.

github.com · 47 min · Agent Engineering · Ai Tooling · Code Intelligence