What is code-graph-rag? Overview, metrics & alternatives

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 2026-10-22, KanonAgent records 2.5k upvotes. 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.

2.5k upvotes

Tracked by Kanon since Aug 3, 2026

Breaking out

status

78/100

momentum · conf 0.92

61d

tracked since 2026-08-22

2026-08-09

last meaningful change

evidence records

No signal event on file yet — status is unknown, not "quiet".

📈 Timelinewhat changed, and when

2026-08-22 first observed Kanon started keeping permanent history for this agent
2026-08-09 Breaking out Breaking out detected

🔎 Known / Unknown 14 of 23 fields unknown

Machine-callable	—	unknown	—
Open source	1	verified	1 quote(s)
Self-hostable	—	unknown	—
Bring your own key	—	unknown	—
Autonomy level	2	inferred	1 quote(s)
Pricing model	—	unknown	—
Integrations	mcp,memgraph,claude	inferred	2 quote(s)

“Unknown” means we have not verified it — it is not a “no”. Hard filters never treat unknown as false.

🚀 Breakout logappend-only · timestamped

2026-08-09GitHubflagged at 307 stars/day → now ⭐5.1k

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

Visit official site →

📛 Official badgefor your site / README

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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: 2.5k 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: Stealth Venture, archify, open-design, deer-flow, ruflo, career-ops.

code-graph-rag alternatives — similar AI agents

Stealth Venture archify open-design deer-flow ruflo career-ops

Where this fits — browse the same shelf

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