Mapbox API

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.

Evaluated Mar 06, 2026 (0d ago) vcurrent

Homepage ↗ Repo ↗ Other mapbox maps geocoding navigation geospatial vector-tiles rest-api sdk

⚙ Agent Friendliness

/ 100

Can an agent use this?

🔒 Security

/ 100

Is it safe for agents?

⚡ Reliability

/ 100

Does it work consistently?

Score Breakdown

⚙ Agent Friendliness

MCP Quality

Documentation

Error Messages

Auth Simplicity

Rate Limits

🔒 Security

TLS Enforcement

100

Auth Strength

Scope Granularity

Dep. Hygiene

Secret Handling

Public and secret access tokens. Public tokens for frontend maps (safe to expose). Secret tokens with scope restrictions for server-side operations. SOC2 Type II. URL-restricted tokens for production frontend use.

⚡ Reliability

Uptime/SLA

Version Stability

Breaking Changes

Error Recovery

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.

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

Interface

REST API

Yes

GraphQL

gRPC

MCP Server

SDK

Yes

Webhooks

OpenAPI Spec ↗

Authentication

Methods: api_key

OAuth: No Scopes: No

Access tokens in query parameter. Public (pk.*) and secret (sk.*) token types with URL restrictions. Simple for agents.

Pricing

Model: pay-as-you-go

Free tier: Yes

Requires CC: No

Generous free tier without credit card. Significantly cheaper than Google Maps at scale. Monthly free tier resets.

Agent Metadata

Pagination

none

Idempotent

Full

Retry Guidance

Documented

Known Gotchas

⚠ Geocoding v5 (Mapbox Search) has different response format than older v4 - use v6 for latest
⚠ Token scopes must be configured carefully - wrong scope gives confusing 401 errors
⚠ Rate limits are per-token not per-IP - multiple agents with same token share limits
⚠ Batch geocoding has size limits per request
⚠ Country-specific data quality varies - Google Maps may be more accurate for some regions

Alternatives

google-maps-api here-maps-api

Full Evaluation Report

Detailed scoring breakdown, competitive positioning, security analysis, and improvement recommendations for Mapbox API.

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API endpoint ↗ Agent guide ↗ Report inaccuracy

Scores are editorial opinions as of 2026-03-06.