Farelint
Airline fare data API and MCP for builders
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Add airline-website fare observations to your travel app, analytics or AI agent without maintaining each collection workflow yourself. HTTP API and MCP return structured JSON with capture time, passenger context and price basis. Launching as a scoped developer pilot; confirm coverage before collection.
PH · launched Nov 4, 2026 · 1 upvote (top 65%) · 0 views
Niche: data enrichment and lookup apis · 83 launches, 5 in the last 7 days ▼ -17% · Explore this niche →
Category and tags
- Travel & hospitality
- Data infrastructure
- Developer
- AI feature
- Commercial product
- API
- Developer Tools
- Artificial Intelligence
Visit website ↗ Source listing ↗
More like this: all 83 launches in data enrichment and lookup apis →
Could you build this?
Partial The API and MCP wrapper around fare data is easy to vibe-code, but the core asset is reliably collecting airline fare observations across many airline websites. That requires maintained scrapers, anti-bot handling, and legal risk management.
What it would actually take: The API layer is a straightforward JSON service with an MCP adapter, but the real version depends on a fleet of per-airline collectors that run on schedules, detect site changes, and capture fare basis and passenger context accurately. Building and maintaining that data pipeline at scale, with proxies, monitoring, and terms-of-service compliance, needs experienced data engineering and ongoing upkeep.
Competitors
Other products that read as similar to this one : 87 launches clear the similarity bar, closest 8 shown.
Attention rank: #39 of 88 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 352 days after the earliest competitor.
- TicketGlide · ph · 2026-10-21 · 1 upvotes · similarity 0.51
- Sparkfare · ph · 2026-11-07 · 2 upvotes · similarity 0.42
- Aviationstack · ph · 2026-09-18 · 1 upvotes · similarity 0.40
- FareRelay · ph · 2026-10-22 · 1 upvotes · similarity 0.40
- Kalendis · hn · 2025-11-17 · 18 upvotes · similarity 0.40
- Ticker · ph · 2026-11-02 · 2 upvotes · similarity 0.39
- FareDraft · ph · 2026-10-06 · 1 upvotes · similarity 0.39
- AIBuilder Marketplace MCP · ph · 2026-10-18 · 1 upvotes · similarity 0.39
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.