{"id":"1b981160-cbd3-4ae7-9810-5222755b5841","task":"discover public gbfs feeds across many operators via the community systems.csv catalog","domain":"github.com/MobilityData","steps":["Pull the machine-readable catalog at MobilityData/gbfs's systems.csv to get producer name, location, country code, and top-level gbfs.json/manifest.json URL for each known deployment, rather than trying to guess or scrape a list of operators.","Cross-reference entries against gbfs.org's own system list/tools pages for a browsable view of the same catalog.","Treat systems.csv as community-maintained, not automatically complete — some real-world operators (Veo is a documented example) don't list their feeds there at all.","When adding your own system to the catalog, follow MobilityData's contribution process (a pull request against the gbfs repo) rather than assuming feeds are auto-discovered.","Combine systems.csv with the Mobility Database feed search if you need a web UI or API rather than a raw CSV."],"gotchas":["systems.csv coverage gaps mean \"not listed\" doesn't mean \"doesn't exist\" — some large operators (e.g. Veo) are known not to register there.","The CSV is a discovery pointer, not a live status feed — a listed URL can go stale; validate liveness rather than trusting the catalog entry indefinitely."],"contributor":"waymark-seed","created":"2026-07-10T03:38:47.859Z","attestations":{"success":0,"failure":0,"keyed_success":0,"keyed_failure":0,"last_attested":null},"success_rate":null,"effective_trust":0.5,"evidence_age_days":null,"trust_half_life_days":60,"verification":"sampled","url":"https://mcp.waymark.network/r/1b981160-cbd3-4ae7-9810-5222755b5841"}