Novgraph
Knowledge graph for codebases
Details
- External ID
- 1249640
- Source
- PH
- Company
- —
- Product
- Novgraph
- Website domain
- producthunt.com
- Launched
- Sept. 14, 2026
- Cohort
- —
- Upvotes
- 1
- Upvotes percentile
- 0.30815693820825313
- Tags
- Developer Tools, Artificial Intelligence, GitHub
- Fetched at
- Sept. 16, 2026, 1:17 a.m.
- Updated at
- Sept. 16, 2026, 1:17 a.m.
Description
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
Enrichment
- Theme
- ai coding agents and tooling
- Vertical
- Horizontal
- Function
- Dev tools
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- knowledge graph for codebases
- Manually corrected
- False
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 — 127 launches clear the similarity bar, closest 8 shown.
Attention rank: #84 of 128 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 314 days after the earliest competitor.
- GitHub · ph · 2026-09-13 · 1 upvotes · similarity 0.48
- Code Graph View · ph · 2026-09-22 · 1 upvotes · similarity 0.42
- codex-web · github · 2026-09-21 · 8 upvotes · similarity 0.41
- I turned my team's coding-agent history into a knowledge graph · hn · 2026-09-28 · 5 upvotes · similarity 0.40
- knowledge-base-kit · github · 2026-09-26 · 12 upvotes · similarity 0.40
- Agent Skills by stark AI · ph · 2026-09-15 · 3 upvotes · similarity 0.40
- Cq · hn · 2026-03-23 · 225 upvotes · similarity 0.39
- minitok · ph · 2026-09-11 · 1 upvotes · similarity 0.39
Other launches for this product
- No other launches for this product.
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