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N3MO – Deterministic code intelligence via AST parsing, no embeddings

N3MO – Deterministic code intelligence via AST parsing, no embeddings is a skill AI agent for Use abstract syntax tree parsing to perform deterministic code analysis for accurate understanding and refactoring. Pricing: not stated on the product page. As of 2026-09-20, KanonAgent records 1 upvotes. First indexed by KanonAgent on 2026-07-09.
N3MO delivers precise, reproducible code analysis by parsing source code through abstract syntax trees instead of relying on embeddings.
N3MO – Deterministic code intelligence via AST parsing, no embeddings — official preview image
1 upvotes
Tracked by Kanon since Jul 9, 2026
no signal yet
status
20/100
momentum · conf 0.65
28d
tracked since 2026-08-22
5
evidence records

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

📈 Timelinewhat changed, and when
🔎 Known / Unknown 13 of 23 fields unknown
Machine-callable— unknown —
Open source1 inferred 1 quote(s)
Self-hostable1 inferred 1 quote(s)
Bring your own key— unknown —
Autonomy level— unknown —
Pricing model— unknown —
Integrationsmcp,discord inferred 2 quote(s)

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

🤖 Agent teardown · skill
Job to be doneUse abstract syntax tree parsing to perform deterministic code analysis for accurate understanding and refactoring.
Who it is forDevelopers
Prerequisitesopen source · self-hostable
Integrationsmcp · discord
Why it matters

It offers a more reliable foundation for static analysis and AI-assisted coding by eliminating the noise and unpredictability of embedding-based methods.

Evidence quotesverbatim, from the product’s own materials

“public GitHub repository (README fetched)”— structural
“Docker required”— readme
“<!-- mcp-name: io.github.RajX-dev/n3mo -->”— readme
“[![Discord](https://img.shields.io/badge/Discord-Join_Community-7289da”— readme
“A structural code intelligence layer that transforms source code into a queryable knowledge graph for search, impact analysis, and AI-powered development.”— readme
Signal source: Show HN
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FAQ

What is N3MO?

N3MO delivers precise, reproducible code analysis by parsing source code through abstract syntax trees instead of relying on embeddings.

What does N3MO do?

Use abstract syntax tree parsing to perform deterministic code analysis for accurate understanding and refactoring.

Why does N3MO matter?

It offers a more reliable foundation for static analysis and AI-assisted coding by eliminating the noise and unpredictability of embedding-based methods.

Is N3MO open source?

Yes — N3MO is open source.

Can I self-host N3MO?

Yes — N3MO can be self-hosted.

What does N3MO integrate with?

mcp,discord

How popular is N3MO?

As tracked by KanonAgent: 1 upvotes (first indexed 2026-07-09).

What are the best N3MO alternatives?

Similar AI agents tracked by KanonAgent: open-design, deer-flow, ruflo, career-ops, archify, cherry-studio.

N3MO – Deterministic code intelligence via AST parsing, no embeddings alternatives — similar AI agents

open-designdeer-flowruflocareer-opsarchifycherry-studio

Where this fits — browse the same shelf

AI Agent Skills & PluginsAI agents for Code analysis and generationAre there open-source AI agents for Code analysis and generation?Can I self-host an AI agent for Code analysis and generation?AI agents that work with MCP (Model Context Protocol)AI agents that work with Discord