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
Details
- External ID
- 100809
- Source
- YC
- Company
- Fira
- Product
- Fira MCP: Financial datasets in Claude and Excel
- Website domain
- firaresearch.com
- Launched
- May 5, 2026
- Cohort
- Winter 2025
- Upvotes
- 14
- Upvotes percentile
- 0.43656716417910446
- Tags
- —
- Fetched at
- Oct. 1, 2026, 1 a.m.
- Updated at
- Oct. 1, 2026, 1 a.m.
Enrichment
- Theme
- algorithmic trading bots and platforms
- Vertical
- Fintech
- Function
- Data infrastructure
- Audience
- Developer
- AI stance
- AI feature
- Project type
- Commercial product
- Normalized one-liner
- financial data integration for ai models
- Manually corrected
- False
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 — 94 launches clear the similarity bar, closest 8 shown.
Attention rank: #42 of 95 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 178 days after the earliest competitor.
- Financial Datasets: Stock market data for AI agents · yc · 2026-08-19 · 6 upvotes · similarity 0.53
- I licensed $50k of stock market data to do analysis Claude can't · hn · 2026-09-10 · 7 upvotes · similarity 0.48
- FactIQ · hn · 2026-07-08 · 7 upvotes · similarity 0.47
- Forget Rigid Stock Screeners · hn · 2026-09-07 · 10 upvotes · similarity 0.44
- Pane · hn · 2026-03-03 · 10 upvotes · similarity 0.43
- I built an open-source financial research terminal (SEC data and SQL) · hn · 2026-06-15 · 5 upvotes · similarity 0.41
- Definite - Turn weeks of regulatory reports into hours. · yc · 2026-07-15 · 10 upvotes · similarity 0.41
- Finterm.ai Bloomberg terminal for Claude Code · hn · 2026-07-13 · 6 upvotes · similarity 0.41
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a data infrastructure tool for Media & entertainment yet.