UIGraph
The knowledge layer for engineers and AI agents.
Details
- External ID
- 1253067
- Source
- PH
- Company
- —
- Product
- UIGraph
- Website domain
- producthunt.com
- Launched
- Sept. 17, 2026
- Cohort
- —
- Upvotes
- 11
- Upvotes percentile
- 0.9575315373102417
- Tags
- SaaS, Developer Tools, Artificial Intelligence
- Fetched at
- Sept. 18, 2026, 4:40 a.m.
- Updated at
- Sept. 18, 2026, 4:40 a.m.
Description
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.
Enrichment
- Theme
- developer tools for AI agents
- Vertical
- Horizontal
- Function
- Dev tools
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- ui knowledge layer for software engineers and ai agents
- Manually corrected
- False
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 — 143 launches clear the similarity bar, closest 8 shown.
Attention rank: #14 of 144 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 315 days after the earliest competitor.
- UI-Atlas · ph · 2026-09-09 · 18 upvotes · similarity 0.44
- Brain Scanner · ph · 2026-09-08 · 2 upvotes · similarity 0.41
- WOTT · ph · 2026-09-13 · 2 upvotes · similarity 0.41
- Kaiku · ph · 2026-09-25 · 78 upvotes · similarity 0.40
- Cortex · ph · 2026-09-12 · 302 upvotes · similarity 0.39
- Code Graph View · ph · 2026-09-22 · 1 upvotes · similarity 0.39
- Agint Flow · hn · 2026-01-16 · 5 upvotes · similarity 0.39
- Infinite Graph · ph · 2026-09-18 · 2 upvotes · similarity 0.39
Other launches for this product
- No other launches for this product.
Same idea, different domain
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