Mapbox
for LuumenAI
Geocode addresses, check reachable areas, and clean up GPS traces
Ask where an address actually sits, what a set of coordinates is called, or how far a technician can travel in thirty minutes. Luumen reads Mapbox with an API key and answers immediately — MAPBOX_GEOCODING_FORWARD and MAPBOX_GEOCODING_REVERSE for single lookups, MAPBOX_GEOCODE_BATCH_V6 for up to 1000 at once, MAPBOX_GET_ISOCHRONE for reachability, and MAPBOX_GET_MAP_MATCHING to snap noisy traces to real roads. Read-only; nothing in Mapbox changes.
The Mapbox toolbox
32 tools, all read-only. They answer instantly, and every call is logged.
- ReadBatch Geocode V6Perform batch geocoding with up to 1000 queries in a single request.
- ReadForward Geocode V5Search for places by name or address using Mapbox Geocoding v5 API (forward geocoding).
- ReadBatch GeocodingPerform batch forward or reverse geocoding for multiple locations.
- ReadForward GeocodingConvert free-form or structured address into geographic coordinates and place features.
- ReadPermanent Forward GeocodingPerform permanent forward geocoding.
- ReadPermanent Reverse GeocodingPerform permanent reverse geocoding.
- ReadReverse GeocodingReverse geocode coordinates into place names.
- ReadGet Access TokenExtract and validate Mapbox access token from connection metadata.
- ReadGet IsochroneCalculate areas reachable within a specified amount of time or distance from a location.
- ReadGet Map MatchingSnap fuzzy GPS traces to roads on the road network.
- ReadGet Optimization V1Calculate optimal driving routes and trips that visit a set of waypoints.
- ReadGet SpriteRetrieve a sprite image or its JSON document from a Mapbox style.
- ReadGet Static ImageRequest a static map image from a Mapbox Studio style.
- ReadGet Static TilesRetrieve raster tiles from a Mapbox Studio style.
- ReadGet Token InformationRetrieve information about a Mapbox access token and validate its status.
- ReadGet Vector TilesRetrieve vector tiles from Mapbox-hosted vector tilesets.
- ReadMap Matching (POST)Snap GPS coordinates to the road network using POST method for longer coordinate lists.
- ReadQuery Tile FeaturesRetrieve data about specific features from vector tilesets based on a location.
- ReadRequest Style Embed HTMLRetrieve embeddable HTML for a Mapbox style that can be embedded in an iframe.
- ReadRetrieve DirectionsRetrieve directions between waypoints.
- ReadRetrieve Font Glyph RangesRetrieve font glyph ranges as PBF tiles.
- ReadRetrieve MarkerRetrieve a standalone marker image without any background map.
- ReadRetrieve MatrixRetrieve a travel time and distance matrix between multiple locations.
- ReadRetrieve Searchbox Place DetailsRetrieve full details for a specific place by its Mapbox ID.
- ReadRetrieve StyleRetrieves the complete Mapbox style specification as JSON, including all layers, sources, sprites, and configuration.
- ReadRetrieve Style WMTSRetrieve a WMTS (Web Map Tile Service) capabilities document for a Mapbox style.
- ReadRetrieve Tileset MetadataRetrieve metadata for a Mapbox tileset.
- ReadReverse Geocoding V6Convert geographic coordinates to place names using Geocoding v6 API.
- ReadSearch Box Reverse GeocodingConvert coordinates to places using the Search Box API (reverse geocoding).
- ReadSearch Box ForwardSearch for places by name or address using the Search Box API.
- ReadSearch by CategorySearch for places by category (e.g., restaurants, hotels, coffee shops).
- ReadSearch Box SuggestGet autocomplete suggestions for a partial search query.
Questions
Authorize once with API token. Luumen lists the scopes each action needs before you approve the connection, and credentials never appear in the chat.
No. Every one of the 32 tools LuumenAI has for Mapbox is read-only, so it can answer questions from Mapbox but cannot change anything in it. Reads are not gated — they answer immediately, and each one is recorded on the audit trail with the actor and the result.
You decide. Access is granted per agent, skill, and team, and per environment — production is not staging.
Every call to Mapbox is recorded with the actor, the input, and the result, and can be linked to the ticket or change record.
Often connected alongside
All integrations
GitHubRepos, actions, and runbook code as context and as actions.
GitLabMerge requests and pipelines proposed, triggered, and rolled back.
BitbucketRead commits, diffs, and branches in Bitbucket, then open the fix as a held write.
Azure DevOpsAzure DevOps repos and pipelines as context — and as approved actions.Put Mapbox to work with Luumen
Connect in minutes. Every action scoped, approved, and audited from day one.