Flight itinerary comparison

Access and scope

Set CRAWLORA_API_KEY to your Crawlora key. Prefer the listed Crawlora MCP tools when connected; otherwise use the bundled scripts/crawlora.sh, which sends x-api-key to https://api.crawlora.net/api/v1. Read reference/endpoints.md for exact methods and parameters. Check application code as well as HTTP status; payloads are inside data. Stop on authentication errors, back off on 429, and retry a transient upstream failure once. Bound requests by the requested scope and credit budget. Preserve source IDs, URLs, source dates, and retrieval/crawl times separately.

Build a comparable shortlist of observed flight offers. Establish airport versus city scope, travel dates, passenger ages/counts, cabin, currency, timing needs, connection preferences, and baggage requirements before querying providers.

Resolve routes and equivalent search criteria