NLQueries
Plain-English questions to SQL, validated before it runs
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NLQueries turns plain-English questions into SQL, checks it against your real schema, runs it read-only and shows the SQL with the answer. It learns from your query history, reads your docs too, and plugs into Claude Desktop or Cursor over MCP. Self-hosted.
PH · launched Nov 5, 2026 · 2 upvotes (top 19%) · 0 views
Niche: database and data quality tools · 104 launches, 7 in the last 7 days ▼ -22% · Explore this niche →
Category and tags
- Horizontal
- Analytics & BI
- B2B
- AI-native
- Commercial product
- Open Source
- Developer Tools
- Artificial Intelligence
- GitHub
Visit website ↗ Source listing ↗
More like this: all 104 launches in database and data quality tools →
Could you build this?
Yes Text-to-SQL with schema checking, read-only execution, and an MCP server can be built by wrapping LLM APIs and standard database tooling. Accuracy on messy real-world schemas is the main challenge, but it is achievable for a solo builder.
Competitors
Other products that read as similar to this one : 179 launches clear the similarity bar, closest 8 shown.
Attention rank: #27 of 180 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 370 days after the earliest competitor.
- fastdata · ph · 2026-11-08 · 1 upvotes · similarity 0.62
- nolainquery · ph · 2026-09-24 · 3 upvotes · similarity 0.57
- FluentDB · ph · 2026-09-10 · 2 upvotes · similarity 0.55
- Run SQL queries directly on your website · hn · 2025-10-31 · 7 upvotes · similarity 0.49
- SQL Playground · ph · 2026-10-15 · 1 upvotes · similarity 0.48
- ByeSQL · ph · 2026-11-09 · 2 upvotes · similarity 0.48
- QueryFlow · ph · 2026-10-10 · 1 upvotes · similarity 0.47
- MySQL Toolkit · ph · 2026-11-14 · 2 upvotes · similarity 0.45
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.