Comparison

Mapbox vs Kvartiry-Phuket: Phuket real estate and travel data

Mapbox is an MCP server published by mapbox. Marketplaces we read that list it: 1 (Docker MCP Catalog). Kvartiry-Phuket: Phuket real estate and travel data is an MCP server published by kvartiry-phuket.com. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-18. 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
Marketplace	Mapbox	Kvartiry-Phuket: Phuket real estate and travel data
Docker MCP Catalog	Listed Version: sha256:298701beaeed Forks (GitHub): 44 Pulls (Docker Hub): 35 457 Stars (Docker Hub): 2 Stars (GitHub): 361 Not marked · First seen 2026-10-11	Not listed
Official MCP Registry	Not listed	Listed Version: 1.1.0 No figure published Not marked · First seen 2026-10-12

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 Kvartiry-Phuket: Phuket real estate and travel data
Fact	Mapbox	Kvartiry-Phuket: Phuket real estate and travel data
Marketplaces that list it	1	1
Stars (GitHub) (differs)	361	No figure on GitHub
Pulls (Docker Hub) (differs)	35 457	No figure on Docker Hub
Forks (GitHub) (differs)	44	No figure on GitHub
Last release (differs)	Not published	2026-10-13
Where it runs (differs)	On your machine (mcp/mapbox)	Remote server (kvartiry-phuket.com/mcp)
Transport (differs)	stdio	Streamable HTTP
Tools it declares (differs)	28	Not published
Environment variables it asks for (differs)	1, secrets among them: 1	Not published
Licence (differs)	MIT	Not stated
Repository (differs)	github.com/mapbox/mcp-server	Not stated
Changes in the last 7 days (differs)	0	4
First seen (differs)	2026-10-11	2026-10-12
Endpoint at the last check (differs)	no remote endpoint we check	Responded 4 h ago

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.

Kvartiry-Phuket: Phuket real estate and travel data

In its own words, on Official MCP Registry:

Phuket property guides, asking prices, weather, webcams, sea state today and calm beaches by month

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)

Kvartiry-Phuket: Phuket real estate and travel data As a remote MCP server

Claude Code

claude mcp add --transport http phuket https://kvartiry-phuket.com/mcp

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

Only Kvartiry-Phuket: Phuket real estate and travel data has a remote endpoint we check. How we check endpoints

Tools each declares

Only Mapbox has

area_tool
bbox_tool
bearing_tool
buffer_tool
category_search_tool
centroid_tool
convex_tool
destination_tool
difference_tool
directions_tool
distance_tool
ground_location_tool

Show the remaining 16

intersect_tool
isochrone_tool
length_tool
map_matching_tool
matrix_tool
midpoint_tool
nearest_point_on_line_tool
nearest_point_tool
optimization_tool
place_details_tool
points_within_polygon_tool
reverse_geocode_tool
search_and_geocode_tool
simplify_tool
static_map_image_tool
union_tool

Only Kvartiry-Phuket: Phuket real estate and travel data has

get_asking_prices
get_calm_beaches
get_climate
get_condo_assessment
get_district
get_guide
get_observed_weather
get_sea_today
get_weather_now
list_districts
list_webcams
search_beaches

Show the remaining 2

search_faq
search_guides

Both have

None

Tool names as the marketplaces declare them and as Ext Ops observed them on the endpoints (Kvartiry-Phuket: Phuket real estate and travel data as of 2026-10-13). More tools is not better in itself: compare what each needs for the job.

Settings each asks for

The marketplaces of Kvartiry-Phuket: Phuket real estate and travel data publish no settings it asks for, so we do not compare settings.

What it can do: Mapbox · What it can do: Kvartiry-Phuket: Phuket real estate and travel data · 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 2026-10-18. We publish no contact details for plugin publishers.