Mapbox vs clio-geoscience-skills
clio-geoscience-skills is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑16.
Mapbox is an MCP server published by mapbox. Marketplaces we read that list it: 1 (Docker MCP Catalog). clio-geoscience-skills is a plugin bundle for AI coding tools published by IoWarp Team - Gnosis Research Center. No marketplace we read lists it any more. As of our marketplace pass on 2026-10-23. A plugin in this pair is no longer listed on any marketplace we read, so search engines are asked not to index the page.
Where each is published
| Marketplace |  Mapbox | |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:298701beaeed Forks (GitHub): 45 Pulls (Docker Hub): 35 721 Stars (Docker Hub): 2 Stars (GitHub): 363 Not marked · First seen |
Not listed |
| Community marketplace iowarp/clio-kit | Not listed | Removed on 2026-10-16 Version: 1.0.2 Forks (GitHub): 25 Stars (GitHub): 29 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
| Fact | Mapbox | clio-geoscience-skillsno longer listed · |
|---|---|---|
| Marketplaces that list it (differs) | 1 | 0 |
| Stars (GitHub) (differs) | 363 | 29 |
| Pulls (Docker Hub) (differs) | 35 721 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 45 | 25 |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (mcp/mapbox) | Installs as a plugin bundle |
| Transport (differs) | stdio | Not stated |
| Tools it declares (differs) | 28 | Not published |
| Environment variables it asks for (differs) | 1, secrets among them: 1 | Not published |
| Parts of the bundle (differs) | Not a bundle | 3 |
| Licence (differs) | MIT | BSD-3-Clause |
| Repository (differs) | github.com/mapbox/mcp-server | github.com/iowarp/clio-kit |
| Changes in the last 7 days | 0 | 0 |
| First seen (differs) | 2026-10-11 | 2026-10-13 |
Lines where the two differ have a tinted background and bold values. No value is marked better or worse: a plugin no marketplace lists any more is shown with its last known data, which we do not rank against current figures.
What to use instead of clio-geoscience-skills
Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.
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CONCEPT — Skills voor Nederlandse geo-standaarden (beheerd door Geonovum): OGC API services (WMS, WFS, WMTS, OGC API Features), metadata (ISO 19115, NGR), informatiemodellen (NEN…
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MCP server for terrain analysis: DEM slope/aspect/suitability and point-cloud reading/gridding
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gisgp io.github.uponex/gisgp
GIS tools for AI agents: 65 free tools + 8 paid (hazard/site-scouting/GeoJSON export)
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mapsmith io.github.mapsmith-ai/mapsmith
Deterministic GIS geoprocessing with verifiable provenance on every output
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Process, analyze, and visualize geospatial data at scale. Handles drone imagery, GPS tracks, GeoJSON optimization, coordinate transformations, and tile generation. Use for mapping…
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Drive GeoDa's spatial analysis from the agent: open data, build maps and plots in the app, create spatial weights, and run Moran's I, LISA, rate smoothing, PCA and clustering over…
What each says it does
Mapbox
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.
clio-geoscience-skills
Skills for the clio-geoscience workflow: inspect and map geospatial features, terrain models, and waveform archives.
How to run each
Mapbox As a local MCP server: Docker image
claude mcp add --env "MAPBOX_ACCESS_TOKEN=<YOUR_MAPBOX_ACCESS_TOKEN>" --transport stdio mapbox -- docker run -i --rm -e MAPBOX_ACCESS_TOKEN mcp/mapboxRequires: MAPBOX_ACCESS_TOKEN (secret)
clio-geoscience-skills
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
The marketplaces of clio-geoscience-skills publish no list of tools, so we do not compare tools.
Settings each asks for
The marketplaces of clio-geoscience-skills publish no settings it asks for, so we do not compare settings.
What it can do: Mapbox · What it can do: clio-geoscience-skills · Compare two other plugins
Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from public marketplace files in GitHub repositories of their authors. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.