MCP MeasureMCP Measure

index observed

FlightFinder Aviation Safety Data

Aviation accident narratives from 128 official authorities, plus FAA wildlife, laser and drone data

Should I use this

Quality & Safety

A
Description quality
88%
Schema completeness
88%
Naming quality
89%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (3)

  • LOWTool 'wildlife_strikes' description lacks action verbin wildlife_strikes
  • LOWTool 'laser_incidents' description lacks action verbin laser_incidents
  • LOWTool 'drone_sightings' description lacks action verbin drone_sightings

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~3,212Tokens (tool definitions)
~3.6 KBTypical response size
Significant attention impact (2.51% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "flightfinder-aviation-safety": {
      "url": "https://himaxym.com/mcp"
    }
  }
}

Remote endpoints

https://himaxym.com/mcpstreamable-http

What it can do

Tool inventory

Tools (9)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢search_accidents(family, country, type, operator, from, ...)

Search the merged aviation-accident corpus (80+ official agencies, occurrence-level dedup). Filters: aircraft family slug (e.g. "boeing-737"), ISO alpha-2 country, occurrence type, operator substring, date range (from/to as YYYY-MM-DD), and fatal-only. Returns a page of occurrences with source-attribution links and a next_cursor for pagination.

Input Schema

{
  "type": "object",
  "properties": {
    "family": {
      "type": "string",
      "description": "aircraft family slug, e.g. \"boeing-737\""
    },
    "country": {
      "type": "string",
      "description": "ISO 3166 alpha-2 code, e.g. \"US\""
    },
    "type": {
      "type": "string",
      "description": "occurrence type code"
    },
    "operator": {
      "type": "string",
      "description": "operator name substring"
    },
    "from": {
      "type": "string",
      "description": "earliest date, YYYY-MM-DD"
    },
    "to": {
      "type": "string",
      "description": "latest date, YYYY-MM-DD"
    },
    "fatal": {
      "type": "boolean",
      "description": "only fatal occurrences"
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 100,
      "default": 25,
      "description": "occurrences per page, 1-100"
    },
    "cursor": {
      "type": "string",
      "description": "next_cursor from a previous call"
    }
  },
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "data": {
      "type": "array",
      "description": "one page of occurrences",
      "items": {
        "type": "object",
        "properties": {
          "id": {
            "type": "string",
            "description": "FlightFinder occurrence id"
          },
          "occurrence_type": {
            "type": "string",
            "description": "accident, incident, or serious incident"
          },
          "event_date": {
            "type": "string",
            "description": "date of the occurrence, YYYY-MM-DD"
          },
          "severity": {
            "type": "string",
            "description": "fatal, substantial, minor, or none"
          },
          "country_iso": {
            "type": "string",
            "description": "ISO 3166 alpha-2 country of the occurrence"
          },
          "type_icao": {
            "type": "string",
            "description": "ICAO aircraft type designator"
          },
          "family_slug": {
            "type": "string",
            "description": "aircraft family slug"
          },
          "registration": {
            "type": "string",
            "description": "aircraft registration as the source states it"
          },
          "operator": {
            "type": "string",
            "description": "operator name"
          },
          "fatalities_total": {
            "type": "integer",
            "description": "total fatalities, where the source reports one"
          },
          "sources": {
            "type": "array",
            "description": "per-source attribution links",
            "items": {
              "type": "object",
              "properties": {
                "source": {
                  "type": "string",
                  "description": "source code, e.g. \"ntsb\""
                },
                "attribution": {
                  "type": "string",
                  "description": "attribution line to display"
                },
                "license": {
                  "type": "string",
                  "description": "licence the source publishes under"
                },
                "url": {
                  "type": "string",
                  "description": "deep link to the authority own record"
                }
              }
            }
          }
        }
      }
    },
    "next_cursor": {
      "type": "string",
      "description": "pass back as cursor for the next page; absent on the last page"
    }
  },
  "required": [
    "data"
  ]
}
🟢get_accident(id)

Fetch one occurrence by its FlightFinder id, with source-attribution links and references to the narratives available for it.

Input Schema

{
  "type": "object",
  "properties": {
    "id": {
      "type": "string",
      "description": "FlightFinder occurrence id"
    }
  },
  "required": [
    "id"
  ],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "data": {
      "type": "object",
      "properties": {
        "id": {
          "type": "string",
          "description": "FlightFinder occurrence id"
        },
        "occurrence_type": {
          "type": "string",
          "description": "accident, incident, or serious incident"
        },
        "event_date": {
          "type": "string",
          "description": "date of the occurrence, YYYY-MM-DD"
        },
        "severity": {
          "type": "string",
          "description": "fatal, substantial, minor, or none"
        },
        "country_iso": {
          "type": "string",
          "description": "ISO 3166 alpha-2 country of the occurrence"
        },
        "type_icao": {
          "type": "string",
          "description": "ICAO aircraft type designator"
        },
        "family_slug": {
          "type": "string",
          "description": "aircraft family slug"
        },
        "registration": {
          "type": "string",
          "description": "aircraft registration as the source states it"
        },
        "operator": {
          "type": "string",
          "description": "operator name"
        },
        "fatalities_total": {
          "type": "integer",
          "description": "total fatalities, where the source reports one"
        },
        "sources": {
          "type": "array",
          "description": "per-source attribution links",
          "items": {
            "type": "object",
            "properties": {
              "source": {
                "type": "string",
                "description": "source code, e.g. \"ntsb\""
              },
              "attribution": {
                "type": "string",
                "description": "attribution line to display"
              },
              "license": {
                "type": "string",
                "description": "licence the source publishes under"
              },
              "url": {
                "type": "string",
                "description": "deep link to the authority own record"
              }
            }
          }
        }
      }
    }
  },
  "required": [
    "data"
  ]
}
🟢get_narrative(source, id)

Fetch an investigation narrative by (source, case id). Open-licensed sources return full text; others return a ≤300-char excerpt plus a source_url deep link (per-source licensing policy). id URL-encoding is handled for you — pass the raw case id.

Input Schema

{
  "type": "object",
  "properties": {
    "source": {
      "type": "string",
      "description": "source code, e.g. \"ntsb\" (see list_sources)"
    },
    "id": {
      "type": "string",
      "description": "the source’s own case id"
    }
  },
  "required": [
    "source",
    "id"
  ],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "data": {
      "type": "object",
      "properties": {
        "source": {
          "type": "string",
          "description": "source code"
        },
        "id": {
          "type": "string",
          "description": "the authority own case id"
        },
        "slug": {
          "type": "string",
          "description": "FlightFinder page slug"
        },
        "policy": {
          "type": "string",
          "description": "full or excerpt, per the source licence"
        },
        "narrative_text": {
          "type": "string",
          "description": "the narrative, full or a ~300-char excerpt"
        },
        "probable_cause": {
          "type": "string",
          "description": "probable cause where the authority states one"
        },
        "phase_of_flight": {
          "type": "string",
          "description": "phase of flight"
        },
        "attribution": {
          "type": "string",
          "description": "attribution line to display"
        },
        "license": {
          "type": "string",
          "description": "licence the source publishes under"
        },
        "source_url": {
          "type": "string",
          "description": "deep link to the original report"
        }
      }
    }
  },
  "required": [
    "data"
  ]
}
🟢aircraft_safety(family)

Aggregate safety statistics for an aircraft family: total occurrences, hull losses, fatal accidents, total fatalities, and first/latest year.

Input Schema

{
  "type": "object",
  "properties": {
    "family": {
      "type": "string",
      "description": "family slug, e.g. \"airbus-a320\""
    }
  },
  "required": [
    "family"
  ],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "family": {
      "type": "object",
      "description": "the family this covers",
      "properties": {
        "slug": {
          "type": "string",
          "description": "family slug"
        },
        "name": {
          "type": "string",
          "description": "family name"
        },
        "label": {
          "type": "string",
          "description": "display label"
        },
        "manufacturer": {
          "type": "string",
          "description": "manufacturer"
        }
      }
    },
    "types": {
      "type": "array",
      "description": "ICAO type designators in the family",
      "items": {
        "type": "string"
      }
    },
    "stats": {
      "type": "object",
      "description": "aggregates over the merged corpus",
      "properties": {
        "total_occurrences": {
          "type": "integer",
          "description": "occurrences of any severity"
        },
        "hull_losses": {
          "type": "integer",
          "description": "aircraft written off"
        },
        "fatal_accidents": {
          "type": "integer",
          "description": "accidents with at least one fatality"
        },
        "total_fatalities": {
          "type": "integer",
          "description": "fatalities across all occurrences"
        }
      }
    }
  }
}
🟢list_sources

List every data source in the corpus with its license, homepage, narrative count, and republication policy (full vs excerpt).

Input Schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "data": {
      "type": "array",
      "description": "every source in the corpus",
      "items": {
        "type": "object",
        "properties": {
          "code": {
            "type": "string",
            "description": "source code to pass to get_narrative"
          },
          "name": {
            "type": "string",
            "description": "authority name"
          },
          "license": {
            "type": "string",
            "description": "licence the source publishes under"
          },
          "homepage": {
            "type": "string",
            "description": "authority homepage"
          },
          "narratives": {
            "type": "integer",
            "description": "narratives held from this source"
          },
          "policy": {
            "type": "string",
            "description": "full or excerpt"
          }
        }
      }
    }
  },
  "required": [
    "data"
  ]
}
🟢airport_reference(ident)

Resolve an airport by ICAO ident or IATA code (OurAirports, CC0). Returns name, city, country, and coordinates.

Input Schema

{
  "type": "object",
  "properties": {
    "ident": {
      "type": "string",
      "description": "ICAO ident or IATA code"
    }
  },
  "required": [
    "ident"
  ],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "data": {
      "type": "object",
      "properties": {
        "icao": {
          "type": "string",
          "description": "ICAO ident"
        },
        "iata": {
          "type": "string",
          "description": "IATA code, where one exists"
        },
        "name": {
          "type": "string",
          "description": "airport name"
        },
        "city": {
          "type": "string",
          "description": "served city"
        },
        "country": {
          "type": "string",
          "description": "ISO 3166 alpha-2 country"
        },
        "latitude": {
          "type": "number",
          "description": "decimal degrees"
        },
        "longitude": {
          "type": "number",
          "description": "decimal degrees"
        }
      }
    }
  },
  "required": [
    "data"
  ]
}
🟢wildlife_strikes(airport, species)

FAA National Wildlife Strike Database (US-government public domain). With no arguments: global totals, the full yearly series since 1990, and the leading airports, species and flight phases. Pass airport OR species for that breakdown. Slugs are lowercase and hyphenated (e.g. "kden", "mourning-dove").

Input Schema

{
  "type": "object",
  "properties": {
    "airport": {
      "type": "string",
      "description": "Airport slug for a per-airport breakdown."
    },
    "species": {
      "type": "string",
      "description": "Species slug for a per-species breakdown."
    }
  },
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "data": {
      "type": "object",
      "description": "global totals, or the breakdown for one airport or species",
      "properties": {
        "total": {
          "type": "integer",
          "description": "strike reports in scope"
        },
        "damaging": {
          "type": "integer",
          "description": "reports recording damage"
        },
        "fatalities": {
          "type": "integer",
          "description": "human fatalities"
        },
        "injuries": {
          "type": "integer",
          "description": "human injuries"
        },
        "firstYear": {
          "type": "integer",
          "description": "earliest year covered"
        },
        "lastYear": {
          "type": "integer",
          "description": "latest year covered"
        },
        "yearly": {
          "type": "array",
          "description": "one row per year",
          "items": {
            "type": "object",
            "properties": {
              "year": {
                "type": "integer",
                "description": "calendar year"
              },
              "total": {
                "type": "integer",
                "description": "reports that year"
              }
            }
          }
        },
        "topAirports": {
          "type": "array",
          "description": "airports with the most strikes",
          "items": {
            "type": "object",
            "properties": {
              "name": {
                "type": "string",
                "description": "label"
              },
              "c": {
                "type": "integer",
                "description": "report count"
              }
            }
          }
        },
        "topSpecies": {
          "type": "array",
          "description": "most frequently struck species",
          "items": {
            "type": "object",
            "properties": {
              "name": {
                "type": "string",
                "description": "label"
              },
              "c": {
                "type": "integer",
                "description": "report count"
              }
            }
          }
        }
      }
    }
  },
  "required": [
    "data"
  ]
}
🟢laser_incidents(state, airport)

FAA Reported Laser Incidents — lasers aimed at aircraft (US-government public domain). With no arguments: national totals, injuries and the yearly series. Pass state OR airport for that breakdown, as a lowercase hyphenated slug.

Input Schema

{
  "type": "object",
  "properties": {
    "state": {
      "type": "string",
      "description": "US state slug for a per-state breakdown."
    },
    "airport": {
      "type": "string",
      "description": "Airport slug for a per-airport breakdown."
    }
  },
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "data": {
      "type": "object",
      "description": "global totals, or the breakdown for one state or airport",
      "properties": {
        "total": {
          "type": "integer",
          "description": "laser reports in scope"
        },
        "injuries": {
          "type": "integer",
          "description": "crew injuries reported"
        },
        "firstYear": {
          "type": "integer",
          "description": "earliest year covered"
        },
        "lastYear": {
          "type": "integer",
          "description": "latest year covered"
        },
        "yearly": {
          "type": "array",
          "description": "one row per year",
          "items": {
            "type": "object",
            "properties": {
              "year": {
                "type": "integer",
                "description": "calendar year"
              },
              "total": {
                "type": "integer",
                "description": "reports that year"
              }
            }
          }
        },
        "topStates": {
          "type": "array",
          "description": "US states with the most reports",
          "items": {
            "type": "object",
            "properties": {
              "name": {
                "type": "string",
                "description": "label"
              },
              "c": {
                "type": "integer",
                "description": "report count"
              }
            }
          }
        },
        "topAirports": {
          "type": "array",
          "description": "airports with the most reports",
          "items": {
            "type": "object",
            "properties": {
              "name": {
                "type": "string",
                "description": "label"
              },
              "c": {
                "type": "integer",
                "description": "report count"
              }
            }
          }
        }
      }
    }
  },
  "required": [
    "data"
  ]
}
🟢drone_sightings(state)

FAA UAS (drone) Sighting Reports filed by pilots and controllers (US-government public domain). With no arguments: national totals, the yearly series and the leading states and cities. Pass state for that breakdown, as a lowercase hyphenated slug.

Input Schema

{
  "type": "object",
  "properties": {
    "state": {
      "type": "string",
      "description": "US state slug for a per-state breakdown."
    }
  },
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "data": {
      "type": "object",
      "description": "global totals, or the breakdown for one state",
      "properties": {
        "total": {
          "type": "integer",
          "description": "UAS sighting reports in scope"
        },
        "firstYear": {
          "type": "integer",
          "description": "earliest year covered"
        },
        "lastYear": {
          "type": "integer",
          "description": "latest year covered"
        },
        "yearly": {
          "type": "array",
          "description": "one row per year",
          "items": {
            "type": "object",
            "properties": {
              "year": {
                "type": "integer",
                "description": "calendar year"
              },
              "total": {
                "type": "integer",
                "description": "reports that year"
              }
            }
          }
        },
        "topStates": {
          "type": "array",
          "description": "US states with the most sightings",
          "items": {
            "type": "object",
            "properties": {
              "name": {
                "type": "string",
                "description": "label"
              },
              "c": {
                "type": "integer",
                "description": "report count"
              }
            }
          }
        },
        "topCities": {
          "type": "array",
          "description": "cities with the most sightings",
          "items": {
            "type": "object",
            "properties": {
              "name": {
                "type": "string",
                "description": "label"
              },
              "c": {
                "type": "integer",
                "description": "report count"
              }
            }
          }
        }
      }
    }
  },
  "required": [
    "data"
  ]
}

Community

Rate this Server

Evidence

Recent observations

verifiedversion not recorded9 tools
verifiedversion not recorded9 tools
verifiedversion not recorded9 tools