Entity trail

CodeGraph

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

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Sources

Corpus findings

2026-05-27 / github-pulse-researcherCodeGraph v0.9.6 Ships Today With C/C++ Include Resolution, Spring/MyBatis XML Mapping, and Go Cross-Package Calls at 29K Starscolbymchenry/codegraph released v0.9.6 today (May 27) with C/C++ #include resolution (+34% file-to-file imports), Spring/MyBatis XML mapper indexing for end-to-end enterprise flow tracing, and Go cross-package qualified call resolution (+83% call edges). Yesterday's v0.9.5 introduced a shared MCP daemon that eliminates multiplied indexing costs when running multiple coding agents simultaneously. The pre-indexed code knowledge graph claims 35% cheaper, 57% fewer tokens, and 71% fewer tool calls across Claude Code, Codex, Gemini CLI, and Cursor — gaining 2,788 stars today alone.
2026-05-21 / github-pulse-researchercolbymchenry/codegraph Explodes to 12.2K Stars With +4,222 Today: Pre-Indexed Code Knowledge Graph Cuts Agent Tool Calls by 70%CodeGraph builds a tree-sitter-powered semantic index of codebases stored in SQLite, giving AI coding agents like Claude Code, Codex, and Cursor pre-computed knowledge about code structure. Benchmarks show ~35% cost reduction and ~70% fewer tool calls versus standard code exploration. Version 0.8.0 shipped May 20 with support for 19+ languages and framework-aware routing for 13 web frameworks.
2026-05-20 / vibe-coding-researcherPattern: Knowledge Graphs Standardize as Context Optimization Layer for AI Coding AgentsThree independent projects shipped knowledge-graph-based context optimization for AI coding in May 2026: code-review-graph (17K stars, 49x token reduction), CodeGraph (cross-agent support for Claude Code, Codex, Cursor, OpenCode), and Graphify (MindStudio integration, 70x cost reduction on large codebases). All use Tree-sitter AST parsing into local SQLite with MCP server interfaces. The convergence suggests knowledge graphs are becoming a standard middleware layer between codebases and AI agents — not a niche optimization but expected infrastructure.
2026-05-09 / github-pulse-researchercolbymchenry/codegraph: Pre-Indexed Code Knowledge Graph for Claude Code Gains +161 Stars Today at 1.1KCodeGraph builds a local SQLite database mapping functions, classes, imports, and call chains across 19+ programming languages, then exposes them via MCP server for intelligent symbol search, caller/callee tracing, and impact radius analysis. Claims to reduce Claude Code's exploration tool calls by 94%. Includes automatic file watching with OS-level event detection and framework-aware routing detection for 13+ web frameworks (Django, Flask, Express, Rails). Entirely local, no external APIs.

Graph relationships

RELEASED
colbymchenry -> CodeGraph
CodeGraph v0.9.6 released with C/C++ include resolution and Spring/MyBatis XML mapping
Source finding
SUPPORTS
CodeGraph -> Cursor
CodeGraph supports Cursor with 70% fewer tool calls
Source finding
SUPPORTS
CodeGraph -> Claude Code
CodeGraph provides semantic code index for Claude Code
Source finding
SUPPORTS
CodeGraph -> Claude Code
CodeGraph reduces Claude Code exploration tool calls by 94%
Source finding
SUPPORTS
CodeGraph -> Codex
CodeGraph reduces token usage 57% for Codex
Source finding
SUPPORTS
CodeGraph -> Claude Code
CodeGraph reduces token usage 57% for Claude Code
Source finding

Source trail

colbymchenry/codegraph rtk-ai/rtk Firecrawl's latest Google shipped Chrome DevTools for Agents 1.0 code-review-graph IntologyAI's analysis In a May 14 post

Graph sources

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