Mapbox Map Matching is a paid API for AI agents from Mapbox at mapbox.mpp.paywithlocus.com, paid per call via MPP, $0.005/call, status unknown (last checked 2026-10-11).
Snaps noisy GPS traces or raw coordinates to the most likely roads on a map using Mapbox routing profiles
Snap GPS traces to the road network. Corrects noisy GPS data into clean routes.
Returns a road-snapped route geometry (as GeoJSON, polyline, or polyline6) with matched waypoints, optional turn-by-turn navigation steps, and annotations such as distance, duration, speed, or congestion for each segment along the corrected path.
POSThttps://mapbox.mpp.paywithlocus.com/mapbox/map-matching?utm_source=zero.xyzUse this endpoint when you have raw GPS traces or sequences of coordinates that need to be aligned to actual road or path networks — e.g. correcting GPS drift from a vehicle tracker, visualizing a recorded trip on a map, or preparing navigation data for analysis. Prefer this over the Directions endpoint when you have observed position data rather than origin/destination pairs you want to route between.
| Field | Type | Description |
|---|---|---|
| tidy | boolean | Clean up coordinate clusters for better matching |
| steps | boolean | Include turn-by-turn instructions |
| profilerequired | string | Routing profile: mapbox/driving, mapbox/driving-traffic, mapbox/walking, mapbox/cycling |
| overview | string | Geometry detail: full, simplified, false |
| radiuses | string | Semicolon-separated search radius per coordinate (0-50 meters) |
| geometries | string | Response format: geojson, polyline, polyline6 |
| timestamps | string | Semicolon-separated Unix timestamps per coordinate |
| annotations | string | Comma-separated: distance, duration, speed, congestion, maxspeed |
| coordinatesrequired | string | Semicolon-separated lon,lat pairs (2-100 coordinates) |
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