---
title: "Mapbox integration for LuumenAI"
url: "https://www.luumen.ai/integrations/mapbox/"
entity: SoftwareIntegration
category: "Source control & CI/CD"
audience: "SRE, DevOps, platform engineering, IT operations"
---

# Mapbox integration for LuumenAI

Geocode addresses, check reachable areas, and clean up GPS traces

## What LuumenAI can do with Mapbox

LuumenAI connects to Mapbox with an API token and exposes 32 tools (32 read-only). Every tool is read-only, so it can answer questions from Mapbox but cannot change anything in it. Read actions still follow the configured access and approval policy.

## Key facts

- Authentication: API token
- Tools available: 32 tools (32 read-only)
- Deployment: scoped as part of your Pilot, Platform, or Managed rollout
- Category: Source control & CI/CD

## About Mapbox with LuumenAI

Ask where an address actually sits, what a set of coordinates is called, or how far a technician can travel in thirty minutes. Luumen reads Mapbox with an API key and answers immediately — MAPBOX_GEOCODING_FORWARD and MAPBOX_GEOCODING_REVERSE for single lookups, MAPBOX_GEOCODE_BATCH_V6 for up to 1000 at once, MAPBOX_GET_ISOCHRONE for reachability, and MAPBOX_GET_MAP_MATCHING to snap noisy traces to real roads. Read-only; nothing in Mapbox changes.

## Example tools

Read-only (32 in total):

- `MAPBOX_GEOCODE_BATCH_V6` — Perform batch geocoding with up to 1000 queries in a single request.
- `MAPBOX_GEOCODE_FORWARD_V5` — Search for places by name or address using Mapbox Geocoding v5 API (forward geocoding).
- `MAPBOX_GEOCODING_BATCH` — Perform batch forward or reverse geocoding for multiple locations.
- `MAPBOX_GEOCODING_FORWARD` — Convert free-form or structured address into geographic coordinates and place features.
- `MAPBOX_GEOCODING_PERMANENT_FORWARD` — Perform permanent forward geocoding.
- `MAPBOX_GEOCODING_PERMANENT_REVERSE` — Perform permanent reverse geocoding.
- `MAPBOX_GEOCODING_REVERSE` — Reverse geocode coordinates into place names.
- `MAPBOX_GET_ACCESS_TOKEN` — Extract and validate Mapbox access token from connection metadata.

## Frequently asked questions

### How does LuumenAI connect to Mapbox?

Authorize once with API token. Luumen lists the scopes each action needs before you approve the connection, and credentials never appear in the chat.

### Can LuumenAI change things in Mapbox on its own?

No. Every one of the 32 tools is read-only, so LuumenAI can answer questions from Mapbox but cannot change anything in it. Read actions still follow the configured access and approval policy.

### Is there an audit trail?

Every call to Mapbox is recorded with the actor, the input, and the result.

Full page: https://www.luumen.ai/integrations/mapbox/