HubVibe: Pay-per-Call Agent Tools: Web Search, Email Verify, KYC Screening, Stocks, Crypto, News

Flight and airport status right now

hubvibe_travel_flight_status

Read-onlyIdempotent

Flight status and airport delays, live: by airport code, FAA ground stops and delay programs with average and max delay (US), live departure and arrival boards with gates and status (Norway), current METAR and TAF weather (any ICAO airport) and aircraft overhead; by callsign, the aircraft's live position, altitude and speed. Input: airport (IATA or ICAO) or callsign; optional flight, direction, hours_ahead. $0.25 per call. Returns: query{}, airport{iata, icao, name, city, country, lat, lon}, delays{status, ground_stop, ground_delay, closure, arrival_delay, departure_delay, runways, notices}, board{departures[], arrivals[], attribution}, weather{metar, taf, flight_category...}, aircraft[], aircraft_scope, coverage{}, attribution[], sections_failed[], notes[], checked_at.

Input Schema

TableJSON Schema

Name	Required	Description
`flight`	No	Flight number to pick from the board (SK344).
`airport`	No	IATA (OSL, JFK) or ICAO (ENGM, KJFK) code.
`callsign`	No	Callsign as broadcast (SAS1411, UAL123): the aircraft's live position.
`language`	No	Optional BCP-47 language tag (en, ja, ko, pt-BR): the human-readable strings of the result (notes, details, reasons) are translated into this language; data, codes, numbers and URLs are untouched. Default: as produced.
`direction`	No	Board direction. Default both.
`hours_ahead`	No	Board window ahead, hours. Default 3.

Output Schema

TableJSON Schema

Name	Required	Description	Default
`result`	Yes
`status`	Yes
`worker`	Yes
`price_usd`	Yes
`provenance`	Yes
`receipt_id`	Yes
`attribution`	No
`receipt_url`	Yes
`billing_warning`	No

Schema Changelog

Changes observed during successful MCP inspections.

Changed23 schema fields changedOct 1, 2026

removedOutput schema / description

Removed value: -"The 200 body of every paid /work call. `result` is the worker's own output (its schema is per route); everything else is the same on every /work route. A receipt for the job is at `receipt_url`."

removedOutput schema / properties / attribution / description

Removed value: -"Present only when the result's text was machine-translated: the credit to show with it."

removedOutput schema / properties / attribution / items / description
```
Removed value: -"A credit."
```

removedOutput schema / properties / attribution / items / properties

Removed value: -{
-  "text": {
-    "description": "Credit.",
-    "examples": [
-      "Translated by Google"
-    ],
-    "type": "string"
-  },
-  "url": {
-    "description": "Link.",
-    "examples": [
-      "https://translate.google.com"
-    ],
-    "type": "string"
-  }
-}

removedOutput schema / properties / attribution / items / required
```
Removed value: -[
-  "text",
-  "url"
-]
```
removedOutput schema / properties / attribution / items / type
```
Removed value: -"object"
```

removedOutput schema / properties / billing_warning / description

Removed value: -"Present only when the charge was recorded with a caveat."

removedOutput schema / properties / billing_warning / examples
```
Removed value: -[
-  "settlement pending"
-]
```
removedOutput schema / properties / price_usd / description
```
Removed value: -"What this call cost, in USD."
```
removedOutput schema / properties / price_usd / examples
```
Removed value: -[
-  0.02
-]
```

removedOutput schema / properties / provenance / description

Removed value: -"How the result was produced: which providers ran and how long each took."

removedOutput schema / properties / provenance / properties

Removed value: -{
-  "attempts": {
-    "description": "Provider attempts made, including retries and failovers.",
-    "examples": [
-      1
-    ],
-    "type": "integer"
-  },
-  "elapsed_ms": {
-    "description": "Wall-clock milliseconds for the whole job.",
-    "examples": [
-      340
-    ],
-    "type": "integer"
-  },
-  "providers_used": {
-    "description": "Providers that served the job.",
-    "examples": [
-      [
-        "coinbase-advanced-trade-public"
-      ]
-    ],
-    "items": {
-      "description": "Provider name.",
-      "examples": [
-        "coinbase-advanced-trade-public"
-      ],
-      "type": "string"
-    },
-    "type": "array"
-  },
-  "steps": {
-    "description": "Every step the job ran, in order.",
-    "items": {
-      "description": "One step of the job.",
-      "properties": {
-        "ms": {
-          "description": "Milliseconds the step took.",
-          "examples": [
-            312
-          ],
-          "type": "integer"
-        },
-        "ok": {
-          "description": "Whether the step succeeded.",
-          "examples": [
-            true
-          ],
-          "type": "boolean"
-        },
-        "provider": {
-          "description": "Provider that served the step.",
-          "examples": [
-            "coinbase-advanced-trade-public"
-          ],
-          "type": "string"
-        },
-        "reason": {
-          "description": "Failure reason, on a failed step.",
-          "examples": [
-            "provider_timeout"
-          ],
-          "type": "string"
-        },
-        "step": {
-          "description": "Step name inside the worker.",
-          "examples": [
-            "quote"
-          ],
-          "type": "string"
-        }
-      },
-      "required": [
-        "step",
-        "ok",
-        "ms"
-      ],
-      "type": "object"
-    },
-    "type": "array"
-  }
-}

removedOutput schema / properties / provenance / required

Removed value: -[
-  "steps",
-  "providers_used",
-  "attempts",
-  "elapsed_ms"
-]

removedOutput schema / properties / receipt_id / description
```
Removed value: -"Receipt id for this job."
```
removedOutput schema / properties / receipt_id / examples
```
Removed value: -[
-  "rcpt_9f1c2b3a4d5e6f70"
-]
```

removedOutput schema / properties / receipt_url / description

Removed value: -"Where to fetch the machine-readable receipt (free, no payment)."

removedOutput schema / properties / receipt_url / examples

Removed value: -[
-  "/work/receipts/rcpt_9f1c2b3a4d5e6f70"
-]

removedOutput schema / properties / result / properties

Removed value: -{
-  "aircraft": {
-    "description": "Aircraft, nearest first.",
-    "examples": [
-      []
-    ],
-    "items": {
-      "description": "An aircraft (adsb.lol, ODbL).",
-      "properties": {
-        "altitude_ft": {
-          "description": "Barometric altitude.",
-          "examples": [
-            36975
-          ],
-          "type": [
-            "number",
-            "null"
-          ]
-        },
-        "callsign": {
-          "description": "Callsign.",
-          "examples": [
-            "SAS51D"
-          ],
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "distance_km": {
-          "description": "Distance from the airport.",
-          "examples": [
-            12.4
-          ],
-          "type": [
-            "number",
-            "null"
-          ]
-        },
-        "ground_speed_kt": {
-          "description": "Ground speed.",
-          "examples": [
-            486.8
-          ],
-          "type": [
-            "number",
-            "null"
-          ]
-        },
-        "hex": {
-          "description": "ICAO 24-bit address.",
-          "examples": [
-            "4cac79"
-          ],
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "lat": {
-          "description": "Latitude.",
-          "examples": [
-            59.561
-          ],
-          "type": "number"
-        },
-        "lon": {
-          "description": "Longitude.",
-          "examples": [
-            10.538
-          ],
-          "type": "number"
-        },
-        "on_ground": {
-          "description": "On the ground.",
-          "examples": [
-            false
-          ],
-          "type": "boolean"
-        },
-        "registration": {
-          "description": "Registration.",
-          "examples": [
-            "EI-SIJ"
-          ],
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "squawk": {
-          "description": "Squawk.",
-          "examples": [
-            "6220"
-          ],
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "track_deg": {
-          "description": "Track.",
-          "examples": [
-            76.8
-          ],
-          "type": [
-            "number",
-            "null"
-          ]
-        },
-        "type": {
-          "description": "Aircraft type.",
-          "examples": [
-            "A20N"
-          ],
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "vertical_rate_fpm": {
-          "description": "Climb/descent rate.",
-          "examples": [
-            0
-          ],
-          "type": [
-            "number",
-            "null"
-          ]
-        }
-      },
-      "required": [
-        "callsign",
-        "hex",
-        "registration",
-        "type",
-        "lat",
-        "lon",
-        "altitude_ft",
-        "on_ground",
-        "ground_speed_kt",
-        "track_deg",
-        "vertical_rate_fpm",
-        "squawk",
-        "distance_km"
-      ],
-      "type": "object"
-    },
-    "type": "array"
-  },
-  "aircraft_scope": {
-    "description": "What the aircraft list covers.",
-    "examples": [
-      "within 25 nautical miles"
-    ],
-    "type": [
-      "string",
-      "null"
-    ]
-  },
-  "airport": {
-    "description": "The airport (OurAirports, public domain); null for a callsign-only query.",
-    "properties": {
-      "city": {
-        "description": "City.",
-        "examples": [
-          "Oslo (Gardermoen)"
-        ],
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "country": {
-        "description": "ISO country.",
-        "examples": [
-          "NO"
-        ],
-        "type": "string"
-      },
-      "iata": {
-        "description": "IATA code.",
-        "examples": [
-          "OSL"
-        ],
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "icao": {
-        "description": "ICAO code.",
-        "examples": [
-          "ENGM"
-        ],
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "lat": {
-        "description": "Latitude.",
-        "examples": [
-          60.1939
-        ],
-        "type": "number"
-      },
-      "lon": {
-        "description": "Longitude.",
-        "examples": [
-          11.1004
-        ],
-        "type": "number"
-      },
-      "name": {
-        "description": "Airport.",
-        "examples": [
-          "Oslo-Gardermoen International Airport"
-        ],
-        "type": "string"
-      }
-    },
-    "required": [
-      "iata",
-      "icao",
-      "name",
-      "city",
-      "country",
-      "lat",
-      "lon"
-    ],
-    "type": [
-      "object",
-      "null"
-    ]
-  },
-  "attribution": {
-    "description": "Credits to show with the data.",
-    "examples": [
-      []
-    ],
-    "items": {
-      "description": "A required credit.",
-      "properties": {
-        "text": {
-          "description": "Credit.",
-          "examples": [
-            "Flight data from Avinor"
-          ],
-          "type": "string"
-        },
-        "url": {
-          "description": "Link.",
-          "examples": [
-            "https://www.avinor.no"
-          ],
-          "type": "string"
-        }
-      },
-      "required": [
-        "text",
-        "url"
-      ],
-      "type": "object"
-    },
-    "type": "array"
-  },
-  "board": {
-    "description": "Live board (Norway, Avinor); null elsewhere.",
-    "properties": {
-      "arrivals": {
-        "description": "Arrivals, by scheduled time.",
-        "examples": [
-          []
-        ],
-        "items": {
-          "description": "One flight on the board.",
-          "properties": {
-            "airline": {
-              "description": "Airline code.",
-              "examples": [
-                "SK"
-              ],
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "belt": {
-              "description": "Baggage belt (arrivals).",
-              "examples": [
-                "3"
-              ],
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "check_in": {
-              "description": "Check-in rows.",
-              "examples": [
-                "4-6"
-              ],
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "delayed": {
-              "description": "Marked delayed.",
-              "examples": [
-                false
-              ],
-              "type": "boolean"
-            },
-            "direction": {
-              "description": "D or A.",
-              "examples": [
-                "D"
-              ],
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "flight": {
-              "description": "Flight number.",
-              "examples": [
-                "SK344"
-              ],
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "gate": {
-              "description": "Gate.",
-              "examples": [
-                "A20"
-              ],
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "other_airport": {
-              "description": "Destination or origin (IATA).",
-              "examples": [
-                "TRD"
-              ],
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "other_airport_name": {
-              "description": "Its name.",
-              "examples": [
-                "Trondheim Airport, Værnes"
-              ],
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "scheduled": {
-              "description": "Scheduled time (UTC).",
-              "examples": [
-                "2026-09-28T11:15:00Z"
-              ],
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "sector": {
-              "description": "domestic, schengen or international.",
-              "examples": [
-                "domestic"
-              ],
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "status": {
-              "description": "departed, arrived, new time, new info or cancelled.",
-              "examples": [
-                "departed"
-              ],
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "status_time": {
-              "description": "Time the status refers to (UTC).",
-              "examples": [
-                "2026-09-28T11:22:38Z"
-              ],
-              "type": [
-                "string",
-                "null"
-              ]
-            }
-          },
-          "required": [
-            "flight",
-            "airline",
-            "direction",
-            "other_airport",
-            "other_airport_name",
-            "scheduled",
-            "status",
-            "status_time",
-            "gate",
-            "check_in",
-            "belt",
-            "delayed",
-            "sector"
-          ],
-          "type": "object"
-        },
-        "type": "array"
-      },
-      "attribution": {
-        "description": "Required credit.",
-        "examples": [
-          "Flight data from Avinor"
-        ],
-        "type": "string"
-      },
-      "attribution_url": {
-        "description": "Credit link.",
-        "examples": [
-          "https://www.avinor.no"
-        ],
-        "type": "string"
-      },
-      "departures": {
-        "description": "Departures, by scheduled time.",
-        "examples": [
-          []
-        ],
-        "items": {
-          "description": "One flight on the board.",
-          "properties": {
-            "airline": {
-              "description": "Airline code.",
-              "examples": [
-                "SK"
-              ],
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "belt": {
-              "description": "Baggage belt (arrivals).",
-              "examples": [
-                "3"
-              ],
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "check_in": {
-              "description": "Check-in rows.",
-              "examples": [
-                "4-6"
-              ],
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "delayed": {
-              "description": "Marked delayed.",
-              "examples": [
-                false
-              ],
-              "type": "boolean"
-            },
-            "direction": {
-              "description": "D or A.",
-              "examples": [
-                "D"
-              ],
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "flight": {
-              "description": "Flight number.",
-              "examples": [
-                "SK344"
-              ],
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "gate": {
-              "description": "Gate.",
-              "examples": [
-                "A20"
-              ],
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "other_airport": {
-              "description": "Destination or origin (IATA).",
-              "examples": [
-                "TRD"
-              ],
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "other_airport_name": {
-              "description": "Its name.",
-              "examples": [
-                "Trondheim Airport, Værnes"
-              ],
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "scheduled": {
-              "description": "Scheduled time (UTC).",
-              "examples": [
-                "2026-09-28T11:15:00Z"
-              ],
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "sector": {
-              "description": "domestic, schengen or international.",
-              "examples": [
-                "domestic"
-              ],
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "status": {
-              "description": "departed, arrived, new time, new info or cancelled.",
-              "examples": [
-                "departed"
-              ],
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "status_time": {
-              "description": "Time the status refers to (UTC).",
-              "examples": [
-                "2026-09-28T11:22:38Z"
-              ],
-              "type": [
-                "string",
-                "null"
-              ]
-            }
-          },
-          "required": [
-            "flight",
-            "airline",
-            "direction",
-            "other_airport",
-            "other_airport_name",
-            "scheduled",
-            "status",
-            "status_time",
-            "gate",
-            "check_in",
-            "belt",
-            "delayed",
-            "sector"
-          ],
-          "type": "object"
-        },
-        "type": "array"
-      },
-      "last_update": {
-        "description": "When Avinor last updated the board.",
-        "examples": [
-          "2026-09-28T12:29:26.891757Z"
-        ],
-        "type": [
-          "string",
-          "null"
-        ]
-      }
-    },
-    "required": [
-      "departures",
-      "arrivals",
-      "last_update",
-      "attribution",
-      "attribution_url"
-    ],
-    "type": [
-      "object",
-      "null"
-    ]
-  },
-  "checked_at": {
-    "description": "When this node read the source (UTC). Nothing here is cached.",
-    "examples": [
-      "2026-09-26T18:00:00Z"
-    ],
-    "format": "date-time",
-    "type": "string"
-  },
-  "coverage": {
-    "description": "Which sources cover this query.",
-    "properties": {
-      "aircraft": {
-        "description": "Live positions.",
-        "examples": [
-          true
-        ],
-        "type": "boolean"
-      },
-      "board": {
-        "description": "Avinor covers it.",
-        "examples": [
-          true
-        ],
-        "type": "boolean"
-      },
-      "delays": {
-        "description": "FAA covers this airport.",
-        "examples": [
-          false
-        ],
-        "type": "boolean"
-      },
-      "weather": {
-        "description": "A METAR station exists.",
-        "examples": [
-          true
-        ],
-        "type": "boolean"
-      }
-    },
-    "required": [
-      "delays",
-      "board",
-      "weather",
-      "aircraft"
-    ],
-    "type": "object"
-  },
-  "delays": {
-    "description": "FAA National Airspace System status (US airports); null elsewhere.",
-    "properties": {
-      "arrival_delay": {
-        "description": "Arrival delays.",
-        "examples": [
-          null
-        ],
-        "type": [
-          "object",
-          "null"
-        ]
-      },
-      "closure": {
-        "description": "Closure notice.",
-        "examples": [
-          null
-        ],
-        "type": [
-          "object",
-          "null"
-        ]
-      },
-      "deicing": {
-        "description": "De-icing in progress.",
-        "examples": [
-          false
-        ],
-        "type": "boolean"
-      },
-      "departure_delay": {
-        "description": "Departure delays.",
-        "examples": [
-          null
-        ],
-        "type": [
-          "object",
-          "null"
-        ]
-      },
-      "ground_delay": {
-        "description": "Ground delay program: reason, from, until, avg_minutes, max_minutes.",
-        "examples": [
-          {
-            "avg_minutes": 44,
-            "from": "2026-09-28T15:00:00Z",
-            "max_minutes": 120,
-            "reason": "low ceilings",
-            "until": "2026-09-28T23:29:00Z"
-          }
-        ],
-        "type": [
-          "object",
-          "null"
-        ]
-      },
-      "ground_stop": {
-        "description": "Ground stop in force.",
-        "examples": [
-          null
-        ],
-        "type": [
-          "object",
-          "null"
-        ]
-      },
-      "notices": {
-        "description": "Free-form FAA notices.",
-        "examples": [
-          []
-        ],
-        "items": {
-          "description": "A notice.",
-          "examples": [
-            "!SFO 09/165 ..."
-          ],
-          "type": "string"
-        },
-        "type": "array"
-      },
-      "runways": {
-        "description": "Runway configuration; null when not published.",
-        "properties": {
-          "arrival": {
-            "description": "Arrival runways.",
-            "examples": [
-              "28L/28R"
-            ],
-            "type": [
-              "string",
-              "null"
-            ]
-          },
-          "arrival_rate_per_hour": {
-            "description": "Arrival rate.",
-            "examples": [
-              30
-            ],
-            "type": [
-              "integer",
-              "null"
-            ]
-          },
-          "departure": {
-            "description": "Departure runways.",
-            "examples": [
-              "28L/28R"
-            ],
-            "type": [
-              "string",
-              "null"
-            ]
-          }
-        },
-        "required": [
-          "arrival",
-          "departure",
-          "arrival_rate_per_hour"
-        ],
-        "type": [
-          "object",
-          "null"
-        ]
-      },
-      "source": {
-        "description": "Source.",
-        "examples": [
-          "FAA NAS Status"
-        ],
-        "type": "string"
-      },
-      "status": {
-        "description": "Overall FAA status.",
-        "enum": [
-          "normal",
-          "delays",
-          "ground_delay",
-          "ground_stop",
-          "closed"
-        ],
-        "examples": [
-          "ground_delay"
-        ],
-        "type": "string"
-      }
-    },
-    "required": [
-      "status",
-      "ground_stop",
-      "ground_delay",
-      "closure",
-      "arrival_delay",
-      "departure_delay",
-      "deicing",
-      "runways",
-      "notices",
-      "source"
-    ],
-    "type": [
-      "object",
-      "null"
-    ]
-  },
-  "notes": {
-    "description": "Caveats; empty when none.",
-    "examples": [
-      []
-    ],
-    "items": {
-      "description": "A caveat.",
-      "examples": [
-        "Live boards cover Norway."
-      ],
-      "type": "string"
-    },
-    "type": "array"
-  },
-  "query": {
-    "description": "What was asked.",
-    "properties": {
-      "airport": {
-        "description": "Airport code sent.",
-        "examples": [
-          "OSL"
-        ],
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "callsign": {
-        "description": "Callsign sent.",
-        "examples": [
-          "SAS51D"
-        ],
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "direction": {
-        "description": "Board direction.",
-        "enum": [
-          "both",
-          "departures",
-          "arrivals"
-        ],
-        "examples": [
-          "both"
-        ],
-        "type": "string"
-      },
-      "flight": {
-        "description": "Flight filter.",
-        "examples": [
-          "SK344"
-        ],
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "hours_ahead": {
-        "description": "Board window ahead, hours.",
-        "examples": [
-          3
-        ],
-        "type": "integer"
-      }
-    },
-    "required": [
-      "airport",
-      "callsign",
-      "flight",
-      "direction",
-      "hours_ahead"
-    ],
-    "type": "object"
-  },
-  "sections_failed": {
-    "description": "Empty when none.",
-    "examples": [
-      []
-    ],
-    "items": {
-      "description": "A section whose source did not answer.",
-      "examples": [
-        "aircraft"
-      ],
-      "type": "string"
-    },
-    "type": "array"
-  },
-  "weather": {
-    "description": "Airport weather; null without a METAR.",
-    "properties": {
-      "dewpoint_c": {
-        "description": "Dew point.",
-        "examples": [
-          12
-        ],
-        "type": [
-          "number",
-          "null"
-        ]
-      },
-      "flight_category": {
-        "description": "VFR, MVFR, IFR or LIFR.",
-        "examples": [
-          "MVFR"
-        ],
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "gust_kt": {
-        "description": "Gusts.",
-        "examples": [
-          24
-        ],
-        "type": [
-          "number",
-          "null"
-        ]
-      },
-      "metar": {
-        "description": "Raw METAR.",
-        "examples": [
-          "METAR ENGM 281220Z 17008KT 9999 -RA BKN012 14/12 Q1017"
-        ],
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "observed_at": {
-        "description": "Report time.",
-        "examples": [
-          "2026-09-28T12:20:00.000Z"
-        ],
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "source": {
-        "description": "Source.",
-        "examples": [
-          "NOAA Aviation Weather Center"
-        ],
-        "type": "string"
-      },
-      "taf": {
-        "description": "Raw TAF.",
-        "examples": [
-          "TAF ENGM 281100Z 2812/2912 ..."
-        ],
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "temperature_c": {
-        "description": "Temperature.",
-        "examples": [
-          14
-        ],
-        "type": [
-          "number",
-          "null"
-        ]
-      },
-      "visibility": {
-        "description": "Visibility as reported.",
-        "examples": [
-          "6+"
-        ],
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "weather": {
-        "description": "Present weather.",
-        "examples": [
-          "-RA"
-        ],
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "wind_dir_deg": {
-        "description": "Wind direction (VRB when variable).",
-        "examples": [
-          170
-        ],
-        "type": [
-          "number",
-          "string",
-          "null"
-        ]
-      },
-      "wind_kt": {
-        "description": "Wind speed.",
-        "examples": [
-          8
-        ],
-        "type": [
-          "number",
-          "null"
-        ]
-      }
-    },
-    "required": [
-      "metar",
-      "taf",
-      "flight_category",
-      "temperature_c",
-      "dewpoint_c",
-      "wind_dir_deg",
-      "wind_kt",
-      "gust_kt",
-      "visibility",
-      "weather",
-      "observed_at",
-      "source"
-    ],
-    "type": [
-      "object",
-      "null"
-    ]
-  }
-}

removedOutput schema / properties / result / required

Removed value: -[
-  "query",
-  "airport",
-  "delays",
-  "board",
-  "weather",
-  "aircraft",
-  "aircraft_scope",
-  "coverage",
-  "attribution",
-  "sections_failed",
-  "notes",
-  "checked_at"
-]

removedOutput schema / properties / status / description

Removed value: -"Present only on a delivered result."

removedOutput schema / properties / worker / description

Removed value: -"Catalog name of the worker that ran."

removedOutput schema / properties / worker / examples
```
Removed value: -[
-  "market.quote"
-]
```

removedOutput schema / title

Removed value: -"travel.flight_status response"

Changed1 schema field changedSep 28, 2026

addedOutput schema / properties / attribution

Added value: +{
+  "description": "Present only when the result's text was machine-translated: the credit to show with it.",
+  "items": {
+    "description": "A credit.",
+    "properties": {
+      "text": {
+        "description": "Credit.",
+        "examples": [
+          "Translated by Google"
+        ],
+        "type": "string"
+      },
+      "url": {
+        "description": "Link.",
+        "examples": [
+          "https://translate.google.com"
+        ],
+        "type": "string"
+      }
+    },
+    "required": [
+      "text",
+      "url"
+    ],
+    "type": "object"
+  },
+  "type": "array"
+}

AddedSep 28, 2026

TDQS

A4/5.0

Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare the safe read-only, idempotent, open-world profile, so the bar is lower. The description adds genuinely useful traits beyond them: a per-call cost ($0.25), a partial-failure surface (sections_failed[], coverage, notes, attribution) implying results can be incomplete, and case-sensitive localized human strings. That is meaningful operational context.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

It is well front-loaded with the core purpose and inputs. However, the long trailing enumeration of every return field duplicates the output schema (which exists), making it denser than necessary; that redundancy dilutes the concise structure.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema present, the description need not explain return values, yet it adds the essentials an agent needs: the two input modes, cost, and the partial-failure/coverage model. Coverage is strong, with only the absence of sibling routing keeping it from a 5.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the schema already documents all six parameters with examples and constraints. The description only recaps the input names (airport, callsign, flight, direction, hours_ahead) and adds the IATA/ICAO and mutually-exclusive hints already present in the schema, so baseline 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific verb+resource (live flight/airport status) and clearly enumerates what each input mode returns: airport code gives FAA delays, boards, METAR/TAF and overhead aircraft; callsign gives live position, altitude and speed. An agent can distinguish the two operating modes and the tool's domain without opening the schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It implies usage clearly by framing the two mutually-exclusive input paths ('by airport code... by callsign...'), which routes the agent to the right parameter. It stops short of naming when-not or pointing to a sibling (e.g. maps_weather for general weather), so it is clear context but lacks explicit alternatives.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

All HubVibe: Pay-per-Call Agent Tools: Web Search, Email Verify, KYC Screening, Stocks, Crypto, News tools Inspect

Try in Browser

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Glama MCP Gateway

Add one secure layer between your agents and this server.