Connect Mapbox to OpenClaw on Operator.io
Mapbox is a platform providing powerful maps, navigation, and location services for developers. Integrate Mapbox for dynamic, interactive mapping and geospatial insights in your apps.
Automate Mapbox with AI
Hand Mapbox to an OpenClaw agent running on Operator. You write what you want in a chat and it turns that into real Mapbox actions like batch geocode v6, forward geocode v5, batch geocoding, without you opening the app.
Your agent reaches Mapbox directly or through connectors like Composio MCP and Pipedream MCP, which handle the sign in and token refresh for you, so there is nothing to wire up and no API keys to paste.
What your agent can do with Mapbox
Your agent can call any of these Mapbox actions by name as part of a larger task. Ask for the outcome you want and it picks the right ones.
Batch Geocode V6
Tool to perform batch geocoding with up to 1000 queries in a single request. Use when you need to geocode multiple locations efficiently (forward, reverse, or structured). Supports mixing query types in the same batch.
Forward Geocode V5
Tool to search for places by name or address using Mapbox Geocoding v5 API (forward geocoding). Use when you need to convert place names or addresses to geographic coordinates using the v5 endpoint.
Batch Geocoding
Tool to perform batch forward or reverse geocoding for multiple locations. Use when you need consistent geocoding of up to 50 queries in one call.
Forward Geocoding
Tool to convert free-form or structured address into geographic coordinates and place features. Use when you need forward geocoding from text or address components.
Permanent Forward Geocoding
Tool to perform permanent forward geocoding. Use when you need enterprise-grade permanent geocoding after confirming account privileges.
Permanent Reverse Geocoding
Tool to perform permanent reverse geocoding. Use after obtaining coordinates to get cacheable place data. Example: lon=-73.989, lat=40.733
Reverse Geocoding
Tool to reverse geocode coordinates into place names. Use after obtaining coordinates.
Get Access Token
Tool to extract and validate Mapbox access token from connection metadata. Use when you need a valid token for downstream actions.
Get Isochrone
Tool to calculate areas reachable within a specified amount of time or distance from a location. Use when you need to visualize travel time or distance zones for routing analysis.
Get Map Matching
Tool to snap fuzzy GPS traces to roads on the road network. Use when you need to clean up inaccurate location traces for display or analysis.
Get Optimization V1
Tool to calculate optimal driving routes and trips that visit a set of waypoints. Use when you need to find the best order to visit multiple locations with optimized routing.
Get Sprite
Tool to retrieve a sprite image or its JSON document from a Mapbox style. Use when you need sprite assets for rendering map icons. Sprites are collections of small icons used in map styles. The JSON format returns metadata about icon pos...
Get Static Image
Request a static map image from a Mapbox Studio style. Returns a PNG or JPEG image of the specified map area with customizable parameters including location, zoom level, camera angle, and optional overlays like markers or GeoJSON feature...
Get Static Tiles
Tool to retrieve raster tiles from a Mapbox Studio style. Use when you need map tiles for specific coordinates and zoom levels. Returns PNG or JPG raster tiles that can be assembled to create map visualizations. Tiles follow the XYZ tili...
Get Token Information
Tool to retrieve information about a Mapbox access token and validate its status. Use when you need to check token validity or retrieve token metadata.
Get Vector Tiles
Tool to retrieve vector tiles from Mapbox-hosted vector tilesets. Use when you need tile data for mapping applications at specific zoom levels and coordinates.
Map Matching (POST)
Tool to snap GPS coordinates to the road network using POST method for longer coordinate lists. Use when you have GPS traces to match to roads (2-100 coordinates).
Query Tile Features
Tool to retrieve data about specific features from vector tilesets based on a location. Use when you need to query tileset features at a geographic point, such as finding buildings, roads, or points of interest near coordinates.
Request Style Embed HTML
Retrieve embeddable HTML for a Mapbox style that can be embedded in an iframe. Returns a complete HTML document with Mapbox GL JS code that renders an interactive map with the specified style. Useful for quickly embedding Mapbox maps int...
Retrieve Directions
Tool to retrieve directions between waypoints. Use when you need navigation routes with optional turn-by-turn instructions after confirming origin and destination.
Retrieve Font Glyph Ranges
Tool to retrieve font glyph ranges as PBF tiles. Use when you have confirmed the font name, codepoint range, and valid token.
Retrieve Marker
Tool to retrieve a standalone marker image without any background map. Returns a PNG image file of the specified marker type. Use when you need to obtain marker icons for display or reference purposes.
Retrieve Matrix
Retrieve a travel time and distance matrix between multiple locations. Use this tool when you need to calculate travel times and/or distances between many origin-destination pairs efficiently (e.g., comparing routes from multiple startin...
Retrieve Searchbox Place Details
Tool to retrieve full details for a specific place by its Mapbox ID. Use when you have a mapbox_id from a search suggestion and need complete place information.
Retrieve Style
Retrieves the complete Mapbox style specification as JSON, including all layers, sources, sprites, and configuration. A Mapbox style defines how a map is rendered, including data sources, layer styling, fonts, and sprites. This action re...
Retrieve Style WMTS
Retrieve a WMTS (Web Map Tile Service) capabilities document for a Mapbox style. This action returns an OGC-compliant WMTS XML document that describes how to access map tiles for the specified style. The document includes tile matrix set...
Retrieve Tileset Metadata
Tool to retrieve metadata for a Mapbox tileset. Use when you need TileJSON details including bounds, zooms, and layer info.
Reverse Geocoding V6
Tool to convert geographic coordinates to place names using Geocoding v6 API. Use when you need to perform reverse geocoding from latitude/longitude coordinates.
Search Box Reverse Geocoding
Tool to convert coordinates to places using the Search Box API (reverse geocoding). Use when you need to find place names, addresses, or points of interest for given coordinates.
Search Box Forward
Tool to search for places by name or address using the Search Box API. Use when you need to find locations, addresses, or points of interest based on a text query.
Search by Category
Tool to search for places by category (e.g., restaurants, hotels, coffee shops). Use when you need to find POIs in a specific category, optionally filtered by location, bounding box, or proximity.
Search Box Suggest
Tool to get autocomplete suggestions for a partial search query. Use when you need address or place suggestions as users type, before retrieving full details.
How to connect Mapbox
You authorize Mapbox once from your dashboard. Operator holds the connection and refreshes the access tokens on its own, so your agent keeps working with Mapbox without you signing in again. The same setup unlocks every other app your agent can reach, so you only do it once.
When you are ready, the get started guide walks through standing up your OpenClaw agent.
Common questions about Mapbox
- How do I connect Mapbox to Operator?
- You authorize Mapbox once from your Operator dashboard. Operator holds the connection and refreshes the access token for you, so your agent keeps working with Mapbox without you signing in again.
- Can my agent pull and update data in Mapbox?
- Yes. It can read records, write new ones, and answer questions about what is stored. Point it at Mapbox and ask for a figure or a list, or have it keep a table in step with another app you have connected, all in plain language.
- Do I need to write code or manage Mapbox API keys?
- No code and no API keys. You authorize Mapbox through a normal sign in and Operator handles the connection, so there is nothing to wire up or host.
- Can my agent use Mapbox together with my other apps?
- Yes. The same agent reaches every app you connect, so it can move between Mapbox and tools like Gigasheet, Nasa, Api ninjas in one job, reading from one and acting in another without you wiring anything between them.
More apps to automate
Apps your agent runs alongside Mapbox, or browse all integrations.
Put your agent on Mapbox
Sign in, connect Mapbox, and hand your agent the work. Your first week is free.
Try for free