Gemral Edge
Point-in-time US public records, tied to the right ticker
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US federal contracts, defense contract announcements, lobbying, congressional and insider trades, tied to the ticker that was valid on the day each record became public. Delivered as Parquet files, a REST API and an MCP server for AI assistants.
PH · launched Oct 27, 2026 · 1 upvote (top 67%) · 0 views
Niche: government contracting intelligence platforms · 51 launches, 7 in the last 7 days ▲ +17% · Explore this niche →
Category and tags
- Fintech
- Data infrastructure
- B2B
- Not AI
- Commercial product
- Fintech
- Developer Tools
- GitHub
- Data & Analytics
Visit website ↗ Source listing ↗
More like this: all 51 launches in government contracting intelligence platforms →
Could you build this?
Partial Ingesting and serving public US government and trading datasets via API and MCP is buildable, but point-in-time ticker mapping and data-quality correctness are hard to get right without deep financial data expertise.
What it would actually take: The stack is ETL pipelines pulling from sources like USAspending, SEC filings, Senate and House disclosures, and lobbying databases, stored as versioned Parquet with a REST API and MCP wrapper. The hard parts are entity resolution and point-in-time security master data (historical ticker, CUSIP, and corporate action mapping) so each record maps to the ticker valid when it became public, which requires a licensed or painstakingly built securities master and ongoing data-quality validation by people with finance and data engineering experience.
Competitors
Other products that read as similar to this one : 76 launches clear the similarity bar, closest 8 shown.
Attention rank: #36 of 77 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 348 days after the earliest competitor.
- BondStats Daily · ph · 2026-10-28 · 1 upvotes · similarity 0.41
- US Publicly Traded Companies probabilities of default with public data · hn · 2025-11-13 · 7 upvotes · similarity 0.41
- PublicBidSearch · ph · 2026-10-27 · 1 upvotes · similarity 0.40
- Bourse: Insider Trades & News · ph · 2026-10-19 · 2 upvotes · similarity 0.39
- Isopleth · ph · 2026-11-11 · 2 upvotes · similarity 0.39
- CapitolStockWatch · ph · 2026-10-16 · 2 upvotes · similarity 0.39
- askTender · ph · 2026-10-15 · 1 upvotes · similarity 0.37
- TenderProcure · ph · 2026-10-07 · 1 upvotes · similarity 0.36
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