Novgraph
Knowledge graph for codebases
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A live knowledge graph of your codebase for coding agents: commit intent, co-change coupling, ranked blast radius, computed architecture - over MCP or the shell, at 96.04-99.81% token savings measured per answer. Claude Code, Codex, Cursor, Copilot, Gemini CLI, Windsurf, Cline, OpenCode. Python 3.11+. - Novaya-AI/novgraph
PH · launched Sep 14, 2026 · 1 upvote (top 69%) · 0 views
Niche: knowledge base and graph software · 107 launches, 1 in the last 7 days · Explore this niche →
Category and tags
- Horizontal
- Dev tools
- Developer
- Not AI
- Commercial product
- Developer Tools
- Artificial Intelligence
- GitHub
Visit website ↗ Source listing ↗
More like this: all 107 launches in knowledge base and graph software →
Could you build this?
Partial Building the MCP server wrapper and reading git logs is simple, but computing cross-language blast radius and accurate dependency knowledge graphs requires deep static analysis expertise.
What it would actually take: The architecture relies on Tree-sitter parsers to generate ASTs across languages, git log analyzers to compute co-change coupling matrices, and a high-performance graph engine (like NetworkX or Rust-based petgraph). The primary challenge is accurately resolving cross-file symbol references, handling dynamic imports, and ranking blast radius without running into combinatorial explosions on large codebases.
Competitors
Other products that read as similar to this one : 436 launches clear the similarity bar, closest 8 shown.
Attention rank: #334 of 437 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 314 days after the earliest competitor.
- CodeGraph MCP · ph · 2026-10-05 · 2 upvotes · similarity 0.52
- Terminalblog.com · ph · 2026-10-02 · 2 upvotes · similarity 0.51
- GitHub · ph · 2026-09-13 · 1 upvotes · similarity 0.50
- rubi · github · 2026-10-17 · 11 upvotes · similarity 0.45
- codex-web · github · 2026-09-21 · 8 upvotes · similarity 0.44
- Know Your Tokens · ph · 2026-10-04 · 1 upvotes · similarity 0.43
- Code Graph View · ph · 2026-09-22 · 1 upvotes · similarity 0.43
- Keelson · ph · 2026-11-13 · 1 upvotes · similarity 0.43
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.