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io.github.mapbox/mcp-server vs io.github.mapdevsaikat/quantaroute-geocoder

io.github.mapbox/mcp-server is an MCP server published by mapbox. Marketplaces we read that list it: 1 (Official MCP Registry). io.github.mapdevsaikat/quantaroute-geocoder is an MCP server published by mapdevsaikat. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-14. 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
Marketplaceio.github.mapbox/mcp-serverio.github.mapdevsaikat/quantaroute-geocoder
Official MCP Registry Listed
Version: 99.0.0-dev
Downloads/month (npm): 8 311
Downloads/week (npm): 2 698
Forks (GitHub): 44
Stars (GitHub): 360
Not marked · First seen
Listed
Version: 1.0.0
Downloads/month (npm): 151
Downloads/week (npm): 29
Forks (GitHub): 1
Stars (GitHub): 0
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

io.github.mapbox/mcp-server vs io.github.mapdevsaikat/quantaroute-geocoder
Factio.github.mapbox/mcp-serverio.github.mapdevsaikat/quantaroute-geocoder
Marketplaces that list it11
Stars (GitHub) (differs)360 (better)0 (worse)
Forks (GitHub) (differs)44 (better)1 (worse)
Last releaseNot publishedNot published
Where it runs (differs)Remote server (mcp.mapbox.com/mcp)On your machine (@quantaroute/mcp-server)
Transport (differs)Streamable HTTPstdio
Tools it declaresNot publishedNot published
Environment variables it asks for1, secrets among them: 11, secrets among them: 1
LicenceNot statedNot stated
Repository (differs)github.com/mapbox/mcp-servergithub.com/mapdevsaikat/quantaroute-geocoder
Changes in the last 7 days00
First seen2026-10-112026-10-11
Endpoint at the last check (differs)not checked yetno remote endpoint we check

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

io.github.mapbox/mcp-server

In its own words, on Official MCP Registry:

Geospatial intelligence with Mapbox APIs like geocoding, POI search, directions, isochrones, etc.

io.github.mapdevsaikat/quantaroute-geocoder

In its own words, on Official MCP Registry:

Geocode addresses, lookup administrative boundaries, and process DigiPin codes for India

How to run each

io.github.mapbox/mcp-server As a remote MCP server

Claude Code
claude mcp add --transport http io-github-mapbox-mcp-server https://mcp.mapbox.com/mcp

Requires: MAPBOX_ACCESS_TOKEN (secret)

io.github.mapdevsaikat/quantaroute-geocoder As a local MCP server: npm package

Claude Code
claude mcp add --env "QUANTAROUTE_API_KEY=<YOUR_QUANTAROUTE_API_KEY>" --transport stdio quantaroute-geocoder -- npx -y @quantaroute/mcp-server

Requires: QUANTAROUTE_API_KEY (secret)

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

Tools each declares

Neither one's marketplaces publish a list of tools, so there is nothing to compare.

Settings each asks for

Only io.github.mapbox/mcp-server asks for

  • MAPBOX_ACCESS_TOKEN (secret)

Only io.github.mapdevsaikat/quantaroute-geocoder asks for

  • QUANTAROUTE_API_KEY (secret)

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

What it can do: io.github.mapbox/mcp-server · What it can do: io.github.mapdevsaikat/quantaroute-geocoder · Compare two other plugins

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