Ext Ops Panel
Open dashboard
Comparison

Mapbox vs GridPin offline geocoder

Mapbox is an MCP server published by mapbox. Marketplaces we read that list it: 1 (Docker MCP Catalog). GridPin offline geocoder is an MCP server published by gridpin. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-21. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.

Where each is published

Where each is published
MarketplaceMapboxGridPin offline geocoder
Docker MCP Catalog Listed
Version: sha256:298701beaeed
Forks (GitHub): 44
Pulls (Docker Hub): 35 595
Stars (Docker Hub): 2
Stars (GitHub): 362
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.1.0
Forks (GitHub): 0
Stars (GitHub): 4
Not marked · First seen

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

The facts side by side

Mapbox vs GridPin offline geocoder
FactMapboxGridPin offline geocoder
Marketplaces that list it11
Stars (GitHub) (differs)362 (better)4 (worse)
Pulls (Docker Hub) (differs)35 595No figure on Docker Hub
Forks (GitHub) (differs)44 (better)0 (worse)
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mcp/mapbox)On your machine (gridpin-mcp)
Transportstdiostdio
Tools it declares (differs)28Not published
Environment variables it asks for (differs)1, secrets among them: 11, secrets among them: 0
Licence (differs)MITNot stated
Repository (differs)github.com/mapbox/mcp-servergithub.com/gridpin/gridpin
Changes in the last 7 days (differs)02
First seen (differs)2026-10-112026-10-15

Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.

What each says it does

Mapbox

In its own words, on Docker MCP Catalog:

Transform any AI agent into a geospatially-aware system with Mapbox APIs. Provides geocoding, POI search, routing, travel time matrices, isochrones, and static map generation.

GridPin offline geocoder

In its own words, on Official MCP Registry:

Offline geocoding and reverse geocoding from one local file per country. No API key, no rate limit.

How to run each

Mapbox As a local MCP server: Docker image

Claude Code
claude mcp add --env "MAPBOX_ACCESS_TOKEN=<YOUR_MAPBOX_ACCESS_TOKEN>" --transport stdio mapbox -- docker run -i --rm -e MAPBOX_ACCESS_TOKEN mcp/mapbox

Requires: MAPBOX_ACCESS_TOKEN (secret)

GridPin offline geocoder As a local MCP server: PyPI package

Claude Code
claude mcp add --transport stdio gridpin-mcp -- uvx gridpin-mcp

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Tools each declares

The marketplaces of GridPin offline geocoder publish no list of tools, so we do not compare tools.

Settings each asks for

Only Mapbox asks for

  • MAPBOX_ACCESS_TOKEN (secret)

Only GridPin offline geocoder asks for

  • GRIDPIN_HOME

Settings as each marketplace publishes them. Asking for fewer is not better in itself.

What it can do: Mapbox · What it can do: GridPin offline geocoder · Compare two other plugins

Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built