ourairports-mcp-server
Allows the MCP server to be deployed and run on Cloudflare Workers for edge execution.
Enables distributed tracing and structured logging via OpenTelemetry for observability.
Provides Supabase as a swappable storage backend, enabling persistent data storage using Supabase's PostgreSQL database.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@ourairports-mcp-serverget airport details for JFK"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
Public Hosted Server: https://ourairports.caseyjhand.com/mcp
Overview
Offline aviation reference data from the public-domain OurAirports dataset — airports, runways, navaids, and radio frequencies, bundled with the package rather than fetched at runtime. Resolve an airport by any code, search by name or facets, ground a coordinate in the nearest airports or navaids, and look up the countries and regions in the dataset. Runs as a stdio process, a local Streamable HTTP server, or the public hosted endpoint above.
Tools
Tool | Description |
| Full-text and faceted search over the airport corpus by name, municipality, country, region, or type. Ranked summaries, closed airports excluded by default. |
| Search runways across all airports by surface, length, width, and lighting, joined back to their airports and filtered by country, region, or airport type. One flat |
| Full record for one airport resolved by any code (IATA/ICAO/GPS/local/ident), with its runways and radio frequencies inline. |
| Airports within a radius of a coordinate, ranked nearest-first by great-circle distance, with distance and bearing. |
| Navigation aids (VOR, VOR-DME, DME, NDB, NDB-DME, TACAN, VORTAC) near a coordinate or serving a specific airport. |
| Countries present in the dataset with ISO codes and airport counts; optional continent filter and nested regions. The lookup table for valid |
Resources
Resource | Description |
| Single airport record by any code (IATA/ICAO/GPS/local/ident), with runways and frequencies inline. |
All data is also reachable via ourairports_get_airport — tool-only clients lose nothing. Not exposed as a resource list (enumerating 85k airports is a dump, not a discovery aid); discovery is ourairports_search_airports.
Related MCP server: mcp-metar
Capability reference
ourairports_search_airports tool
Free-text search over name, municipality, and keywords; tokens are AND-matched (word order and partial words handled)
Faceted filters:
country(ISO 3166-1 alpha-2),region(ISO 3166-2), andtype—country/regionare exact match, case-insensitive, with surrounding whitespace ignoredClosed airports excluded by default; opt in with
include_closedResults ranked operational/larger-airports-first, each with its full code set and coordinates for chaining into
ourairports_get_airportlimitaccepts 1–100 rows and defaults toOURAIRPORTS_DEFAULT_SEARCH_LIMIT(20); truncation reports the total matched count, cap, and recovery guidance
ourairports_search_runways tool
Airport facets (
country,region,type) narrow the airports first; runway facets (surface,min_length_ft,min_width_ft,lighted) then filter their runwayssurfaceis a case-insensitive substring match against the raw upstream surface string (no controlled vocabulary — a shorter fragment likeaspmatches ASP, ASPH, and Asphalt), not an exact codeReturns one flat
{ airport, runway }row per matching runway — an airport with three matching runways contributes three rowslengthFtandmin_length_ftare the full runway surface as OurAirports records it, including displaced thresholds and overruns — not usable takeoff or landing distance; each runway also carriesleDisplacedThresholdFt/heDisplacedThresholdFt(nullwhen none is recorded)A runway whose length or width is unknown is excluded when the matching
min_*_ftfilter is set — never assumed to meet a threshold the data can't confirmClosed airports and closed runways are both excluded unless
include_closed_airports/include_closed_runwaysis setlimitaccepts 1–100 rows and defaults toOURAIRPORTS_DEFAULT_SEARCH_LIMIT(20); truncation reports the total matched count, cap, and recovery guidance
ourairports_get_airport tool
Resolves a single
codecase-insensitively across all five identifier spaces (priority: ident → ICAO → IATA → GPS → local); surrounding whitespace is ignoredRunways and radio frequencies inline;
includetrims the response to a subset, and the output'sincludedfield distinguishes a relation omitted byincludefrom one that genuinely has no recordsEchoes the airport's complete code set plus a
resolvedVia/resolutionNote; when other airports carry the same code, the note names each one (ident, country, code space) and says whether resolution priority or dataset row order picked this airport, so a wrong resolution is self-correcting — pass the other airport's identRunways carry full-surface
lengthFtplus per-end displaced thresholds (leDisplacedThresholdFt/heDisplacedThresholdFt)Absent codes reported as
null; closed airports always resolveunknown_codeerror with a recovery hint when no identifier space matches
ourairports_find_airports tool
Great-circle (haversine) ranking, nearest-first, each result with
distanceKmandbearingDeg(degrees true) from the query pointradius_km(1–500, default 100);limit(1–50) defaults toOURAIRPORTS_DEFAULT_SEARCH_LIMIT, clamped to this tool's 50-row max; optionaltypefilter;include_closedopt-inCoordinate in, ranked airports out — no geocoding; resolve place names to lat/lon upstream first
totalCountis the filtered in-radius count beforelimit; truncation reports the cap and recovery guidance (narrowradius_km, addtype, or raiselimit)Empty-radius guidance suggesting a wider
radius_km
ourairports_find_navaids tool
Coordinate mode:
latitude+longitude(+ optionalradius_km, 1–500, default 100) ranks navaids nearest-first with distance and bearing;limit(1–50) defaults toOURAIRPORTS_DEFAULT_SEARCH_LIMIT, clamped to 50Airport mode:
airport_codereturns the navaids serving that airportExactly one mode required — supplying both or neither is a
mode_conflictvalidation errorfrequencyKhzis the stored value for every type (a VOR on 114.5 MHz reads 114500);frequencyMhzcarries the VHF frequency of a VOR or VOR-DME and the paired VHF frequency of a DME, TACAN, or VORTAC, and isnullfor NDB and NDB-DME, which tune in kHz; an upstream-1placeholder reads asnullEach navaid carries its service-volume metadata as recorded upstream:
usageType(HI, LO, BOTH, TERMINAL, RNAV),power,magneticVariationDeg(actual, positive east),slavedVariationDeg(the variation built into the radials), anddmeFrequencyKhz(the DME's paired VHF frequency) —nullwhere the dataset has no valuetotalCountis the match count beforelimitin both modes; truncation reports the cap and recovery guidanceAirport mode distinguishes "airport not found" (
unknown_codeerror) from "airport found but has no associated navaids" (empty list with a note)Airport mode adds a
resolutionNotewhenairport_codeis also a code of other airports, naming them by ident — the same noteourairports_get_airportreturns
ourairports_list_countries tool
Optional
continentfilter (AF, AN, AS, EU, NA, OC, SA); optionalinclude_regionsnests each country's ISO 3166-2 regions with their airport countsAirport counts exclude closed airports
Countries sorted by name; the lookup table for valid
country/regionfilter values used byourairports_search_airportsEmpty continent match returns a notice suggesting a call without the filter
airport://{code} resource
Same record as
ourairports_get_airport, including the sameresolutionNote— runways and radio frequencies always inline, so there is noinclude/includedcoderesolves case-insensitively across all five identifier spaces (priority: ident → ICAO → IATA → GPS → local)unknown_codeerror with a recovery hint when no identifier space matches
Features
Built on @cyanheads/mcp-ts-core: stdio and Streamable HTTP transports, pluggable auth (none / jwt / oauth), swappable storage (in-memory, filesystem, Supabase, Cloudflare KV/R2/D1), structured logging with optional OpenTelemetry tracing.
OurAirports-specific:
Bundled, public-domain dataset baked into the package and Docker image — zero runtime API, no key, no rate limit, no upstream outage
In-memory indices built once at startup: id maps, a priority-ordered unified code index, airport-ref joins for runways and frequencies, an ident-keyed navaid join, a flat
Float64Arrayof coordinates, country/region maps, and a tokenized text-search indexBrute-force haversine nearest-neighbour over the coordinate array — a few milliseconds across 85k airports, no spatial-index dependency
CSVs parsed by header name, not column position, so an upstream column reorder can't silently misalign fields
Agent-friendly output:
Honest sparsity — absent upstream fields (no IATA, no elevation, null runway dimensions) surface as
null, never fabricatedSelf-correcting resolution — every airport record echoes its full code set and a
resolvedVia/resolutionNotethat names every other airport sharing the code, by identText output that matches the structured output — coordinates render at full precision, and upstream text is Markdown-escaped in
contentonly, so names likeGRASS&GRAVELdisplay as recordedTruncation and empty-result disclosure — total counts, applied caps, and recovery guidance so callers can broaden, narrow, or re-query without parsing prose
Getting started
Public Hosted Instance
A public instance is available at https://ourairports.caseyjhand.com/mcp — no installation required. Point any MCP client at it via Streamable HTTP, with this client config:
{
"mcpServers": {
"ourairports-mcp-server": {
"type": "streamable-http",
"url": "https://ourairports.caseyjhand.com/mcp"
}
}
}Self-Hosted / Local
Add the following to your MCP client configuration file.
{
"mcpServers": {
"ourairports-mcp-server": {
"type": "stdio",
"command": "bunx",
"args": ["@cyanheads/ourairports-mcp-server@latest"],
"env": {
"MCP_TRANSPORT_TYPE": "stdio",
"MCP_LOG_LEVEL": "info"
}
}
}
}Or with npx (no Bun required):
{
"mcpServers": {
"ourairports-mcp-server": {
"type": "stdio",
"command": "npx",
"args": ["-y", "@cyanheads/ourairports-mcp-server@latest"],
"env": {
"MCP_TRANSPORT_TYPE": "stdio",
"MCP_LOG_LEVEL": "info"
}
}
}
}Or with Docker:
{
"mcpServers": {
"ourairports-mcp-server": {
"type": "stdio",
"command": "docker",
"args": [
"run", "-i", "--rm",
"-e", "MCP_TRANSPORT_TYPE=stdio",
"ghcr.io/cyanheads/ourairports-mcp-server:latest"
]
}
}
}No API key is required — the dataset ships with the package and the image.
For Streamable HTTP, set the transport and start the server:
MCP_TRANSPORT_TYPE=http MCP_HTTP_PORT=3010 bun run start:http
# Server listens at http://localhost:3010/mcpPrerequisites
Bun v1.4.0 or higher (or Node.js v24+).
No API key, account, or external service — all data is bundled.
Installation
Clone the repository:
git clone https://github.com/cyanheads/ourairports-mcp-server.gitNavigate into the directory:
cd ourairports-mcp-serverInstall dependencies:
bun installFetch and bundle the dataset (writes the six CSVs into
data/):
bun run build:dataRefreshing the data
The bundled snapshot is as fresh as the last build:data run (or, for the Docker image, the last build). To pull the latest daily drop from the OurAirports mirror, re-run bun run build:data and rebuild. To point at an existing local data drop without rebuilding, set OURAIRPORTS_DATA_DIR.
Configuration
Variable | Description | Default |
| Directory holding the six OurAirports CSV files. Overridable to point at a fresher local data drop. | Bundled |
| Default result cap for the search/find tools when the caller omits |
|
| Transport: |
|
| Port for the HTTP server. |
|
| HTTP endpoint path where the server is mounted. |
|
| Auth mode: |
|
| HTTP session mode: |
|
| Log level (RFC 5424). |
|
| Directory for log files (Node.js only). |
|
| Storage backend (unused on the data path — the index is in-memory). |
|
| Enable OpenTelemetry instrumentation. |
|
See .env.example for the full list of optional overrides.
Running the server
Local development
Build and run:
# One-time data fetch + build bun run build:data bun run rebuild # Run the built server bun run start:stdio # or bun run start:httpRun checks and tests:
bun run devcheck # Lint, format, typecheck, security bun run test # Vitest test suite bun run lint:mcp # Validate MCP definitions against spec
Docker
docker build -t ourairports-mcp-server .
docker run --rm -i -e MCP_TRANSPORT_TYPE=stdio ourairports-mcp-serverThe build stage runs bun run build:data so the dataset is fetched and baked into the image — the resulting container is fully self-contained and makes no network calls at runtime. The Dockerfile defaults to HTTP transport, stateless session mode, and logs to /var/log/ourairports-mcp-server. OpenTelemetry peer dependencies are installed by default — build with --build-arg OTEL_ENABLED=false to omit them.
Project structure
Directory | Purpose |
|
|
| Server-specific environment variable parsing and validation with Zod. |
| Tool definitions ( |
| Resource definitions. The |
| The bundled-data service — CSV parsing, in-memory indices, code resolution, search, and the haversine geo scan. |
| Build-time fetcher that bundles the six OurAirports CSVs into |
| Project development skills synced from |
| Unit and integration tests mirroring |
Development guide
See CLAUDE.md/AGENTS.md for development guidelines and architectural rules. The short version:
Handlers throw, framework catches — no
try/catchin tool logicUse
ctx.logfor request-scoped logging,ctx.statefor tenant-scoped storageRegister new tools and resources via the barrels in
src/mcp-server/*/definitions/index.tsSurface upstream data as-is: report absent fields as
null, never fabricate missing values
Attribution
Airport, runway, navaid, and frequency data from OurAirports, dedicated to the public domain. Attribution is a courtesy, not a requirement. Source CSVs are published daily at davidmegginson.github.io/ourairports-data.
OurAirports is community-edited; the data is surfaced as-is and is not authoritative for real flight operations — treat it the way you would any crowd-sourced reference.
Contributing
Issues are welcome. Run checks and tests before submitting:
bun run devcheck
bun run testLicense
Apache-2.0 — see LICENSE for details.
This server cannot be deployed
Maintenance
Related MCP Connectors
Airports MCP — wraps AirportGap API (free, no auth required)
FlightAware MCP — wraps FlightAware AeroAPI v4 (aeroapi.flightaware.com)
FlightStats MCP — wraps the Cirium FlightStats Flex API (api.flightstats.com/flex)
Geo MCP — geographic utilities from free public APIs
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