{"id":"mapbox-api","name":"Mapbox API","homepage":"https://www.mapbox.com","repo_url":"https://github.com/mapbox/mapbox-sdk-py","category":"maps","subcategories":["geocoding","navigation","maps","geospatial"],"tags":["mapbox","maps","geocoding","navigation","geospatial","vector-tiles","rest-api","sdk"],"what_it_does":"Developer-focused mapping platform offering geocoding, directions, map tiles, navigation SDKs, and geospatial data services with more flexible styling and competitive pricing versus Google Maps.","use_cases":["Forward and reverse geocoding addresses in agent workflows","Calculating turn-by-turn routes with traffic data","Isochrone analysis (reach within time/distance) for logistics","Map matching GPS traces to road network","Batch geocoding large address lists"],"not_for":["Teams needing the most comprehensive global POI database (Google has more)","Applications targeting Google Maps-only users","Simple address lookup without custom map needs"],"best_when":"You need geocoding and routing with more flexibility than Google Maps, or want vector tiles for custom map rendering.","avoid_when":"You need the most comprehensive points-of-interest database or aren't willing to manage access tokens.","alternatives":["google-maps-api","here-maps-api"],"af_score":83.7,"security_score":null,"reliability_score":null,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":"current","last_evaluated":"2026-03-01T09:50:05.822115+00:00","performance":{"latency_p50_ms":80,"latency_p99_ms":400,"uptime_sla_percent":99.9,"rate_limits":"600 requests/minute for most endpoints","data_source":"llm_estimated","measured_on":null}}