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code-graph-rag

code-graph-rag is a skill AI agent for To allow developers to query and automatically modify code snippets in large, multi-language codebases using natural language. Pricing: Free. As of 2026-08-10, KanonAgent records 96 票. First indexed by KanonAgent on 2026-08-03.
A RAG system tailored for monorepos that combines AI and knowledge graphs to query, understand, and edit multi-language codebases using natural language.
code-graph-rag — official preview image
96 upvotes
Tracked by Kanon since Aug 3, 2026
🚀 Breakout logappend-only · timestamped
2026-08-09GitHubflagged at 307 stars/day → now ⭐3.2k
Full breakout log →
🤖 Agent teardown · skill
Job to be doneTo allow developers to query and automatically modify code snippets in large, multi-language codebases using natural language.
AutonomyL2 · tool-calling(evidence: "Query, understand, and edit multi-language codebases…")
Who it is forEngineering teams working with complex monorepos, especially in large-scale software development environments.
Prerequisitesopen source
Integrationsmcp · memgraph · claude
PricingFree
Traction · why it is risingEarned 42 upvotes on ProductHunt, reflecting growing demand for AI-assisted code navigation and editing in large codebases.
Why it matters

It addresses the specific challenge of AI understanding and editing complex, multi-language codebases, making it a powerful tool for modern engineering teams.

Evidence quotesverbatim, from the product’s own materials

“public GitHub repository (README fetched)”— structural
“Query, understand, and edit multi-language codebases”— description
“mcp,mcp-server,memgraph,claude-code”— topics
“The ultimate RAG for your monorepo”— description
Python
Signal source: GitHub
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FAQ

What is code-graph-rag?

A RAG system tailored for monorepos that combines AI and knowledge graphs to query, understand, and edit multi-language codebases using natural language.

What does code-graph-rag do?

To allow developers to query and automatically modify code snippets in large, multi-language codebases using natural language.

Why does code-graph-rag matter?

It addresses the specific challenge of AI understanding and editing complex, multi-language codebases, making it a powerful tool for modern engineering teams.

How much does code-graph-rag cost?

Free

Is code-graph-rag free?

Yes — code-graph-rag has a free tier. Pricing as stated on its own page: Free

Is code-graph-rag open source?

Yes — code-graph-rag is open source.

What does code-graph-rag integrate with?

mcp,memgraph,claude

How popular is code-graph-rag?

As tracked by KanonAgent: 96 upvotes (first indexed 2026-08-03).

When did code-graph-rag take off?

KanonAgent flagged code-graph-rag as breaking out on 2026-08-09 on GitHub (at 307 stars/day that moment). The breakout log is append-only: https://kanonagent.com/rising

What are the best code-graph-rag alternatives?

Similar AI agents tracked by KanonAgent: ECC, ponytail, claude-mem, open-design, deer-flow, Agent-Reach.

code-graph-rag alternatives — similar AI agents

ECCponytailclaude-memopen-designdeer-flowAgent-Reach