Mapbox MCP integration
Geocodes addresses one at a time or in bulk, calculates routes, travel-time matrices and isochrones, and returns ready-to-share map images.
32actions available
Three actions you can hand over today
Every action runs live through MCP. Nothing to build, nothing to maintain.
Search box forward
Ayro searches for places by name or address using the Mapbox API. You quickly find locations, verify addresses, or help customers pinpoint destinations.
Retrieve matrix
Ayro calculates travel time and distance between multiple locations instantly. You provide accurate delivery estimates or route planning to customers.
Forward geocode v5
Ayro converts a street address into precise latitude and longitude coordinates. You verify delivery zones or geofence areas for location-based services.
How businesses use Mapbox + Ayro
Each card is one request a support team gets, and the Mapbox actions Ayro runs to close it.
Resolve a messy address into a real place
Ayro converts a free-form address or place name into coordinates, offers autocomplete suggestions when the customer only typed part of it, and pulls the full place record once the right match is picked.
Forward GeocodingSearch Box SuggestRetrieve Searchbox Place DetailsGeocode a whole address list in one pass
Ayro sends up to 1,000 queries through a single batch geocoding request, mixing forward and reverse lookups, so an imported customer or store list comes back with coordinates attached.
Batch Geocode V6Batch GeocodingReverse Geocoding V6Answer how far and how long it takes
Ayro retrieves driving directions between waypoints, builds a travel time and distance matrix across several locations at once, and draws the area reachable within a given time or distance.
Retrieve DirectionsRetrieve MatrixGet IsochroneHand back a map instead of a coordinate pair
Ayro requests a static map image of the area in your own Mapbox Studio style, adds a standalone marker image, or returns embeddable HTML for the style, so the answer arrives as something a customer can look at.
Get Static ImageRetrieve MarkerRequest Style Embed HTML
How it works
Get started in 3 steps
Connect once, then just ask. There is no workflow builder to learn and nothing to maintain — Ayro reads the Mapbox actions it has and picks the ones a request needs.
Connect Mapbox
Authorize the Mapbox account your team already uses — one consent screen, no API keys, no mapping tables. Ayro can only do what you granted that account, and you can disconnect it at any time.
Tell your agent what you need
Describe the job the way you would hand it to a teammate. Ayro maps it to the Mapbox actions that close it and chains as many as the request needs.
Watch it work
The agent runs the actions inside the conversation the customer is already in, so nobody copies data between tabs and your team can take over at any point.
Get started free
Mapbox · Ayro
What can you do in Mapbox without me setting anything up?
These, right away:
- Get access token
- Batch geocode v6
- Forward geocode v5
Great, let's start with the first one.
FAQ
Everything else about Mapbox
Setup, permissions, and the limits of what Ayro can do inside Mapbox.
It depends which batch action is used: Batch Geocode V6 accepts up to 1,000 queries in one request, while Batch Geocoding is capped at 50 queries per call. Map Matching by POST takes 2 to 100 coordinates per trace, so long GPS traces have to be split.
Every action available in Mapbox
All 32 actions your agent can call on Mapbox, straight from the live MCP connection.
Batch geocode v6
Perform batch geocoding with up to 1000 queries in a single request.
Forward geocode v5
Search for places by name or address using Mapbox Geocoding v5 API (forward geocoding).
Batch geocoding
Perform batch forward or reverse geocoding for multiple locations.
Forward geocoding
Convert free-form or structured address into geographic coordinates and place features.
Permanent forward geocoding
Perform permanent forward geocoding.
Permanent reverse geocoding
Perform permanent reverse geocoding.
Reverse geocoding
Reverse geocode coordinates into place names.
Get access token
Extract and validate Mapbox access token from connection metadata.
Get isochrone
Calculate areas reachable within a specified amount of time or distance from a location.
Get map matching
Snap fuzzy GPS traces to roads on the road network.
Get optimization v1
Calculate optimal driving routes and trips that visit a set of waypoints.
Get sprite
Retrieve a sprite image or its JSON document from a Mapbox style.
Get static image
Request a static map image from a Mapbox Studio style.
Get static tiles
Retrieve raster tiles from a Mapbox Studio style.
Get token information
Retrieve information about a Mapbox access token and validate its status.
Get vector tiles
Retrieve vector tiles from Mapbox-hosted vector tilesets.
Map matching (post)
Snap GPS coordinates to the road network using POST method for longer coordinate lists.
Query tile features
Retrieve data about specific features from vector tilesets based on a location.
Request style embed HTML
Retrieve embeddable HTML for a Mapbox style that can be embedded in an iframe.
Retrieve directions
Retrieve directions between waypoints.
Retrieve font glyph ranges
Retrieve font glyph ranges as PBF tiles.
Retrieve marker
Retrieve a standalone marker image without any background map.
Retrieve matrix
Retrieve a travel time and distance matrix between multiple locations.
Retrieve searchbox place details
Retrieve full details for a specific place by its Mapbox ID.
Retrieve style
Retrieves the complete Mapbox style specification as JSON, including all layers, sources, sprites, and configuration.
Retrieve style wmts
Retrieve a WMTS (Web Map Tile Service) capabilities document for a Mapbox style.
Retrieve tileset metadata
Retrieve metadata for a Mapbox tileset.
Reverse geocoding v6
Convert geographic coordinates to place names using Geocoding v6 API.
Search box reverse geocoding
Convert coordinates to places using the Search Box API (reverse geocoding).
Search box forward
Search for places by name or address using the Search Box API.
The tools Mapbox sits next to
Same connection, same setup. Pick the next one your team already uses.
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Placekey
Converts an address or coordinates into its Placekey, geocodes an address to latitude and longitude, and standardises up to 100 locations per request.
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Zyte api
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Ready to connect Mapbox?
Authorize the account and your agent has all 32 actions from the first conversation.