Fira MCP: Financial datasets in Claude and Excel
Connect SEC filings, UK Companies House, market data and earnings transcripts to your AI with source-cited answers
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YC · launched May 5, 2026 · 14 upvotes (top 57%) · 0 views
Niche: mcp server developer tools · 110 launches, 14 in the last 7 days ▲ +75% · Explore this niche →
Category and tags
- Fintech
- Data infrastructure
- B2B
- AI-native
- Commercial product
- Developer Tools
- B2B
- Messaging
- AI
Visit website ↗ Source listing ↗
More like this: all 110 launches in mcp server developer tools →
Could you build this?
Partial Building an MCP server wrapping an API is easy, but reliable, cell-level financial document parsing and aggregating high-fidelity SEC/Companies House/market datasets requires substantial data engineering.
What it would actually take: The architecture requires continuous ingest pipelines parsing EDGAR SEC filings (XBRL and unstructured HTML/PDFs), UK Companies House bulk data, and real-time market data APIs into vector and relational graph stores. The challenging piece is high-precision document extraction that preserves nested accounting tables, multi-column footnotes, and balance sheet reconciliation with strict bounding-box and cell-level source attribution. It requires seasoned financial data engineers and ML document-processing specialists.
Competitors
Other products that read as similar to this one : 233 launches clear the similarity bar, closest 8 shown.
Attention rank: #94 of 234 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 180 days after the earliest competitor.
- Financial-Report-Analyzer · github · 2026-10-24 · 16 upvotes · similarity 0.57
- Financial Datasets: Stock market data for AI agents · yc · 2026-08-19 · 6 upvotes · similarity 0.54
- FactIQ · hn · 2026-07-08 · 7 upvotes · similarity 0.49
- I licensed $50k of stock market data to do analysis Claude can't · hn · 2026-09-10 · 7 upvotes · similarity 0.48
- deskstack · github · 2026-11-08 · 41 upvotes · similarity 0.48
- Forget Rigid Stock Screeners · hn · 2026-09-07 · 10 upvotes · similarity 0.45
- Financial Intelligence · ph · 2026-11-11 · 1 upvotes · similarity 0.45
- python-for-dera-mutual-fund-risk-return-datasets · github · 2026-10-22 · 25 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.