UIGraph
The knowledge layer for engineers and AI agents.
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UIGraph maps your engineering knowledge into one navigable view of your system. Bring your services, APIs, schemas, architecture diagrams, and test packs together, then sync them using the UIGraph CLI. Built for engineers and AI agents, UIGraph includes an MCP server so agents can query your system directly instead of reconstructing it from source code. Self-hostable on your own infrastructure, with no cloud dependency or vendor lock in.
PH · launched Sep 17, 2026 · 11 upvotes (top 4%) · 1 view
Niche: codebase visualization tools · 89 launches, 4 in the last 7 days ▼ -43% · Explore this niche →
Category and tags
- Horizontal
- Data infrastructure
- Developer
- AI-native
- Commercial product
- SaaS
- Developer Tools
- Artificial Intelligence
Visit website ↗ Source listing ↗
More like this: all 89 launches in codebase visualization tools →
Could you build this?
Partial While the UI and MCP interface are straightforward, statically and dynamically analyzing multi-language polyglot codebases to build accurate dependency call-chains and detect architectural drift in CI is technically complex.
What it would actually take: A production version requires AST parsers and static code analysis tooling across various languages (Tree-sitter, language-specific compilers), OpenAPI/SQL schema parsers, and a graph database (e.g., Neo4j or SQLite graph extensions) to map dependencies. A CLI tool must integrate into CI pipelines (GitHub Actions) to compute diffs against previous AST graphs and trigger automated PR syncs. Deep expertise in static code analysis, compiler tooling, and language server protocols is needed.
Competitors
Other products that read as similar to this one : 377 launches clear the similarity bar, closest 8 shown.
Attention rank: #43 of 378 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 317 days after the earliest competitor.
- CodeGraph MCP · ph · 2026-10-05 · 2 upvotes · similarity 0.51
- yggy · ph · 2026-10-20 · 83 upvotes · similarity 0.45
- uibrik · ph · 2026-11-06 · 1 upvotes · similarity 0.45
- UI-Atlas · ph · 2026-09-09 · 18 upvotes · similarity 0.45
- Diagram Studio · ph · 2026-10-08 · 1 upvotes · similarity 0.44
- blueprint · github · 2026-11-03 · 23 upvotes · similarity 0.44
- Skiva · ph · 2026-11-11 · 2 upvotes · similarity 0.44
- Puzzle · ph · 2026-11-11 · 15 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.