Financial Datasets: Stock market data for AI agents
The best way to connect your agent to the stock market
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YC · launched Aug 19, 2026 · 6 upvotes (top 87%) · 0 views
Niche: data enrichment and lookup apis · 83 launches, 5 in the last 7 days ▼ -17% · Explore this niche →
Category and tags
- Fintech
- Data infrastructure
- Developer
- AI feature
- Commercial product
- Fintech
- Investing
- AI
- Stocks
Visit website ↗ Source listing ↗
More like this: all 83 launches in data enrichment and lookup apis →
Could you build this?
Partial Wrapping financial data into an agent-friendly REST/MCP API is straightforward, but licensing, ingesting, cleaning, and hosting real-time and 30-year historical market data for tens of thousands of equities requires expensive data feeds and heavy database engineering.
What it would actually take: The architecture requires high-throughput time-series databases (e.g., ClickHouse, TimescaleDB), pipelines for processing SEC EDGAR XBRL filings into normalized financial statements, and direct market data exchange feeds (SIP, OPRA) or institutional redistribution agreements. The primary barriers are capital costs for enterprise market data licenses and the data-engineering effort required to adjust for splits, dividends, restatements, and ticker changes across 27,000+ instruments.
Competitors
Other products that read as similar to this one : 2837 launches clear the similarity bar, closest 8 shown.
Attention rank: #2455 of 2838 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 294 days after the earliest competitor.
- trench-mcp · github · 2026-09-11 · 11 upvotes · similarity 0.71
- Axis: An AI System for Institutional Trading Desks · yc · 2026-02-27 · 13 upvotes · similarity 0.68
- Prodigy: The Frontier AI Trading Research Lab · yc · 2026-08-10 · 34 upvotes · similarity 0.67
- Koliseum by Kimpton, Live Evaluation Arenas for AI Models · yc · 2026-09-02 · 3 upvotes · similarity 0.67
- Mnemonic Labs - OpenAI for Financial Markets · yc · 2026-11-13 · 35 upvotes · similarity 0.67
- Ekpa: AI-Native Investment Platform for Everyday Traders · yc · 2026-07-09 · 17 upvotes · similarity 0.66
- Prophit · hn · 2025-12-06 · 5 upvotes · similarity 0.66
- Finbar: Financial intelligence for every investor · yc · 2026-10-01 · 3 upvotes · similarity 0.66
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