Airside Labs Aviation Tools

com.airsidelabs/aviation-tools

Aviation identity resolution and an AI use-case atlas, with provenance and temporal validity

Yes, your AI can use this right now.Answered a live MCP handshake in 381 ms with no sign-in needed and exposes 29 tools.

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URL: https://mcp.airsidelabs.com/mcp

29 tools, verified live

Pulled straight from the server with tools/list on 2026-10-17.
resolve_airportread-only

Which aerodrome does this airport code or name refer to on a given date? Accepts an IATA three-letter code, an ICAO four-letter code, an airport name fragment or a city name. Returns the aerodrome with its codes, location, elevation, IANA timezone and type (large, medium, small, heliport or closed). Pass `as_of` whenever the question concerns a past date. Airport codes move between aerodromes: A

resolve_airlineread-only

Which airline does this designator, name or callsign refer to on a date? Accepts an IATA two-character designator, an ICAO three-letter designator, an airline name or a callsign. Returns the operator with both designators, country, operational status and, where an airline ceased, its successor. `as_of` matters more here than for any other tool. IATA two-character designators are heavily reused:

resolve_aircraft_typeread-only

Which aircraft type does this designator or marketing name refer to? Accepts an ICAO type designator (A21N) or a marketing name people actually say ("A321neo", "Dash 8-400", "777-300ER", "Q400"). Returns the ICAO designator, manufacturer, model, engine count and type, aircraft class, and the ICAO wake turbulence category. A name that identifies a family rather than a variant -- "Dreamliner", "77

resolve_registrationread-only

Which airframe wore this registration on a given date? Accepts a tail number in any common form: VH-OQA, VHOQA, lowercase, padded with whitespace. Returns the aircraft with its country of registry, ICAO type designator, an embedded resolved aircraft type, operator, owner, serial number and Mode-S hex address. A registration is a slot rather than a permanent name: marks are surrendered and reissu

parse_flight_identifierread-only

Split a flight designator into carrier and number, and identify the carrier. Accepts the forms that arrive in real message traffic: TK1979, BAW276, "U2 8341", BA02490, BA2490A. Returns the parsed carrier with its resolved airline, the flight number, any operational suffix, which scheme was used (IATA or ICAO), and both normalised forms. Two things this tool will not do. It will not tell you who

flight_airframesread-only

Which airframes have been heard operating this airline flight, how often and when -- from Airside Labs' own ADS-B receiver? Accepts a flight in any common form: BA49, BAW49, "BA 49", VS105. Returns each airframe heard broadcasting that Flight ID within the receiver's footprint, with its Mode-S address, registration and ICAO type (joined from the registrations dataset), how many receiver poll cycl

airframe_flightsread-only

Which flights has this airframe been heard or filed operating, how often and when -- the inverse of flight_airframes, from Airside Labs' own ADS-B receiver and the FAA flight-plan feed? Accepts a registration in any common form (G-XWBA, N101DU, PH-BHA) or a Mode-S address (406a3d). A registration is resolved first, so `as_of` matters for a re-issued mark: the answer names the airframe it resolved

validate_identifiersread-only

Do these aviation identifiers describe the same thing on this date? Give any combination of a registration (tail number), a Mode-S 24-bit address, an ICAO type designator, an operator name, an airline designator (IATA or ICAO), a callsign and a flight designator, plus `as_of`. Each pair that can be checked is checked, and every check comes back with a verdict -- `consistent`, `contradicted` or `u

report_unmet_need

Tell us what you came looking for and could not get from these tools. Call this when you needed something aviation-related that this toolset did not give you. It is not an error channel and it is not a retry: it is how the next version of these tools learns what is missing. A need reported here is appended to this service's own feedback store, on the same server that answered you, and reviewed la

use_case_landscaperead-only

How many use cases are there, sliced one way? Counts you can quote. `group_by` is one of org_type (16 canonical organisation types: Airport, Airline, Air Navigation Service Provider, Ground Handling, Regulator / Authority, Aerospace Manufacturing, MRO / Maintenance …), sector, role (500+ roles), ai_level, hazard_class, or cadence_class (counts data requirements rather than use cases). Filters AND

search_use_casesread-only

Which aviation AI use cases match this text? Find candidates by keyword. Full-text search (BM25, stemmed) over 6,500 use cases spanning airports, airlines, ANSPs, ground handlers, regulators, manufacturers and more, each attached to a role and an organisation type. Returns summaries only -- id, short text, role, organisation type, EASA screen -- capped at 25. Use get_use_case for the full record

get_use_caseread-only

The full record for one use case, by id from a search or landscape result. Returns the use-case text; the role that owns it with its description; the organisation type (canonical and as the corpus names it); every data requirement -- title, description, nominal update rate with a normalised cadence class (real_time … annual), and the kind of system it typically comes from; the EASA screen (AI lev

similar_use_casesread-only

What else in the catalogue is like this use case? Nearest neighbours by meaning. Returns up to 20 use cases closest in embedding space (bge-base cosine over the use-case text), as summaries with a `similarity`. Good for "what else is like the one we picked", for finding the same idea stated for a different role or organisation type, and for spotting near-duplicates before counting them as two. S

data_requirementsread-only

What data does this use case, role or organisation type need, and how fresh? Three modes. With `use_case_id`: that use case's requirements verbatim -- title, normalised title_family, description, nominal update rate, normalised cadence class and the kind of source system. With `query`: REVERSE lineage -- full-text search over requirement titles and descriptions (the inputs, not the use-case text)

trace_data_lineageread-only

Which standard operational messages would evidence this data need? The lineage spine is use case -> data requirement -> requirement family -> standard message type -> data elements. Four modes. With `use_case_id`: that use case's requirements grouped by family, each family with the standard messages that evidence it (relevance primary/supporting, cadence, element count) -- plus `requirements_with

trace_workflowread-only

What happens before and after this use case, and who hands off to whom? The catalogue is otherwise flat -- role, use case, data requirement -- with no edges. This is the edges: named operational sequences with their steps in order, the role at each step, the `gate` that must hold before the next one may start, and what passes between roles at each handoff (headset, radio, hand signal, system, vis

easa_ai_frameworkread-only

The EASA AI-level and hazard-class tables, page-cited, to read a screen against. Returns the AI levels (0, 1A, 1B, 2A, 2B, 3A, 3B: what the system does and how much authority the end user keeps), the hazard classes (H1-H5: worst credible effect and the assurance level it implies at acceptable and moderate risk), the technique ceilings (which AI techniques the Concept Paper accepts up to which lev

scenariosread-only

Which real operational episodes does the catalogue carry, to illustrate use cases with? A scenario is one real day reconstructed from data Airside Labs holds and may publish: FAA SWIM flight plans, FAA NOTAMs, its own ADS-B receiver. Each is a UTC window at a place, a timeline whose every event names the raw record it came from, and a set of lenses -- one use case's cut of the day, with the actua

get_scenarioread-only

One real episode end to end: what happened, where and when (UTC), the actors, what it shows and what it must not be read as; the timeline, every event with its actor, source and the reference of the raw record it came from; and the lenses, each a use case's cut of the day with a small evidence table, an implication, and the use cases it illustrates with a reason for each. Use it when a brief need

airport_network_integrationread-only

What level of network integration does this airport have with the EUROCONTROL Network Manager, or with the FAA's TFDM programme, as of a date? Answers with one value: `ani` (Advanced Network Integrated: A-CDM with the higher level of integration), `acdm` (all DPI message types sent to the network, so a TOBT and TSAT stream exists), `adv_twr` (Advanced ATC TWR: E-DPI, C-DPI and A-DPI only, no TOBT

airport_operatorread-only

Who operates this airport, which group would take the commercial meeting, and who owns it? Returns operator_name, operator_group (the parent that a sales or partnership conversation lands with, spelled consistently: Aena, MAG, Groupe ADP, Fraport, VINCI Airports, Adani and so on), ownership_class (public-national, public-regional, private-group, private-individual, concession-mixed or unknown), o

airport_operations_statusread-only

Is there a positive, sourced reason this airport is not open for ordinary commercial engagement: closed to civil traffic, in a sanctioned jurisdiction, or a general-aviation field with no scheduled service? Returns `closed` (no civil passenger operations), `restricted` (the airport operates but sits under UK sanctions guidance for its jurisdiction, with the guidance page cited), `general-aviation

airport_connectivityread-only

How many nonstop destinations does this airport publish, and in which countries? Returns the count of nonstop destinations from the airport's published destination table, the number resolved to a country, the destinations by country, and the counts to the United States, the Gulf and the UAE, with the date of the read. This is presence, not frequency: one weekly seasonal service and a daily trunk

airport_size_bandread-only

Which ACI passenger size band is this airport in, on its latest published annual total? Returns the passengers figure, its year, and the band on ACI World's published ASQ size categories: under 2M, 2 to 5M, 5 to 15M, 15 to 25M, 25 to 40M, over 40M passengers per year. The figure comes from the airport's Wikipedia infobox (its latest published annual total), not from ACI, so airports are not on a

airport_runwaysread-only

What runways does this aerodrome publish in its state AIP, with what dimensions, surface, bearings, thresholds and declared distances, and for which AIRAC cycle? Returns every runway the state's export lists for the aerodrome: designator, length and width, surface and PCN, the runway strip, and per direction the threshold coordinates, true and magnetic bearing, the approach slope indicator (PAPI

route_capacityread-only

How much scheduled capacity is flown nonstop from one airport to another, by whom and on what, over the last N months of BTS T-100 data? Returns monthly departures performed, seats and passengers with the load factor, and the same broken down by carrier and aircraft type with seats per departure and the sector distance (BTS statute miles, and nautical miles converted). The pair is DIRECTIONAL: SE

airport_fleet_mixread-only

What aircraft types fly from (or into) an airport, how often, with how many seats, and at what load factor, over the last N months of BTS T-100 data? Returns each type's departures performed and share of the airport's departures, seats, passengers, load factor, seats per departure, and how many carriers and destinations it serves, plus airport totals. `direction` is `departures` (default) or `arr

submit_suggestion

Record a suggestion about this toolset or its use-case catalogue. No API key is needed for this tool. The suggestion is written as one record into this server's own local feedback store and nothing else happens: no message, notification, email or request goes to any website, person or other system, now or later, and the tool does not read the store back. Airside Labs reads the store when preparin

feedback_statusread-only

What happened to a suggestion or unmet-need report filed here? No API key is needed. Pass the `fingerprint` from a submit_suggestion or report_unmet_need receipt (12 hex characters). Returns `status`: `shipped` (a person acted on it and the change is live, with what shipped and when), `declined` (read and not taken up, with the reason), `acknowledged` (read, still open) or `open` (recorded, not y

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