Comparison

Mapbox vs com.pontofato/pontofato

Mapbox is an MCP server published by mapbox. Marketplaces we read that list it: 1 (Docker MCP Catalog). com.pontofato/pontofato is an MCP server published by pontofato.com. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-17. 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	com.pontofato/pontofato
Docker MCP Catalog	Listed Version: sha256:298701beaeed Forks (GitHub): 44 Pulls (Docker Hub): 35 436 Stars (Docker Hub): 2 Stars (GitHub): 361 Not marked · First seen 2026-10-11	Not listed
Official MCP Registry	Not listed	Listed Version: 1.0.1 Forks (GitHub): 0 Stars (GitHub): 1 Not marked · First seen 2026-10-11

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 com.pontofato/pontofato
Fact	Mapbox	com.pontofato/pontofato
Marketplaces that list it	1	1
Stars (GitHub) (differs)	361 (better)	1 (worse)
Pulls (Docker Hub) (differs)	35 436	No figure on Docker Hub
Forks (GitHub) (differs)	44 (better)	0 (worse)
Last release (differs)	Not published	2026-10-15
Where it runs (differs)	On your machine (mcp/mapbox)	Remote server (pontofato.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	github.com/wrpbr/pontofato
Changes in the last 7 days (differs)	0	2
First seen	2026-10-11	2026-10-11
Endpoint at the last check (differs)	no remote endpoint we check	Responded 3 days 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.

com.pontofato/pontofato

In its own words, on Official MCP Registry:

Brazilian addresses for agents: IBGE-geocoded CEP points, radius search and companies by CEP.

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)

com.pontofato/pontofato As a remote MCP server

Claude Code

claude mcp add --transport http pontofato https://pontofato.com/mcp

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

Only com.pontofato/pontofato 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 com.pontofato/pontofato has

api_index
buscar
cep
consulta_cadastro
consulta_cep
consulta_cnpj
consulta_endereco
consulta_sugerir
contact
empresas
health
proximo

Show the remaining 4

raio
sugerir
unidades
vizinhanca

Both have

None

Tool names as the marketplaces declare them and as Ext Ops observed them on the endpoints (com.pontofato/pontofato as of 2026-10-15). More tools is not better in itself: compare what each needs for the job.

Settings each asks for

The marketplaces of com.pontofato/pontofato publish no settings it asks for, so we do not compare settings.

What it can do: Mapbox · What it can do: com.pontofato/pontofato · 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 2026-10-17. We publish no contact details for plugin publishers.