Nicolas Sitter
All connectors

GateCast

Claudecommunity

Grades a US flight or connection A to F from a year of past US flight records: how likely it is to hold, and how late things would leave you if it doesn’t.

Wingmark Analytics LLC

Open in Claude

GateCast grades one US trip at a time, from A to F. Give it the date and one flight number (a direct flight) or two (a connection), and it returns the grade, how often the connection was missed (for a connection), and the basis for the grade: which of last year's days it rests on, with a note where a flight has little history. Grades come from a year of US Department of Transportation (BTS) on-time records, August 2025 to July 2026, at 99 US airports. Inbound and outbound delays are sampled together from the same days, because a bad day at a hub delays both flights. We checked the grades against about 1.23 million possible connections from weeks they were not built from. Connections graded A were missed about 7% of the time and F-graded about 27%, where a connection counts as missed when the real delays left less time than our estimate of how long the change takes (checked 17 October 2026). Grades are estimates from past flight records and carry no guarantee. Always check your airline's minimum connection time. For travel planning only; never for flight operations. Answers are history-based: for a future date, the grade reflects how those flights ran over the past year. US domestic flights only. GateCast sees only the flight numbers, date and airports sent to it, not your name, account or conversation. It keeps each answer (flights, date, grade, with nothing about who asked) for up to 6 hours so the same question gets the same answer, and keeps daily counts only. Free, one connection per request. Full grades and airport guides: getgatecast.com.

2,000
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Trending
5174
Directory rank

Anthropic’s own published signals, snapshot of November 4, 2026; units undocumented — treat as ordinal.

Over time

Popularity
Trending
Directory rank (lower is better)

Details

First addedOctober 21, 2026
Categoriestravel, data-analytics
Authenticationno_auth
Transportstreamable-http
Works withclaude, claude-api, claude-code, claude-desktop
Tools1

Tools(1)

  • grade_us_flight_itinerary

Data from Claude’s public directory API, snapshotted daily by the MCP App Tracker. A listing describes what the directory publishes — not an endorsement.