emerging · 1.2

Earth Observation

Score 20.8 / 100 45 providers 21 APIs Search apis.io →

Providers using this tag (45)

Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.

Developing 9 Usable, with meaningful gaps to close
Thin 14 Limited public surface area
Emerging 5 Early or largely undocumented
Minimal 17 Almost no public developer surface

APIs with this tag (21)

Ranked by the provider's API Evangelist rating — the Kin Score is scored per provider, not per API, so every API of a provider shares its band. How the rating works →

Developing 4 Usable, with meaningful gaps to close
Thin 13 Limited public surface area
EOC Imagery Web Coverage Service (WCS)OGC Web Coverage Service providing direct download and extraction of coverage data for DLR Earth observatio...37.6EOC Imagery Web Map Service (WMS)OGC Web Map Service providing visualization layers for DLR Earth observation imagery products including opt...37.6EOWEB GeoPortal APIMulti-mission web portal API for interactive access to the DLR Earth observation data holdings including br...37.6Earth Imagery and AssetsEarth imagery API providing Landsat 8 imagery and asset metadata for a given lat/lon location and date.36.5EONET - Earth Observatory Natural Event TrackerEONET is a prototype web service that provides a curated source of continuously updated natural event metad...36.5EPIC - Earth Polychromatic Imaging CameraThe EPIC API provides full disc imagery of the Earth captured by the DSCOVR spacecraft, including natural a...36.5Copernicus Data Space OData Catalogue APIOData-based catalogue interface for searching and downloading Copernicus Earth observation products from th...34.9Copernicus OGC API (WMS/WMTS/WFS/WCS)OGC-compliant web services providing seamless satellite data access through standard GIS applications. Expo...34.9Copernicus On-Demand Processing (ODP) APIServerless computation service for generating higher-level products from archived lower-level Copernicus da...34.9Copernicus openEO APIStandardised openEO interface enabling programmatic access and cloud processing of Earth observation datase...34.9Copernicus Sentinel Hub APIRESTful API interface providing access to various satellite imagery archives including raw data, rendered i...34.9ESA CCI ESGF RESTful APIEarth System Grid Federation (ESGF) RESTful API providing access to ESA Climate Change Initiative (CCI) obs...34.9JAXA Earth APIProvides access to over 100 Earth observation satellite datasets from JAXA missions including ALOS, GCOM-C,...29.1
Emerging 4 Early or largely undocumented

Score breakdown

Frequency
49.7
log-scaled weighted occurrences
Breadth
1.2
spread across providers
Quality lift
28.1
mean composite of providers using it
Cohesion
16.5
strength of nearest seed neighbor

Related tags

Satellite Imagery 28 co-occurrences Remote Sensing 31 co-occurrences STAC 14 co-occurrences Tasking 12 co-occurrences Imagery 10 co-occurrences SAR 7 co-occurrences Geospatial 34 co-occurrences WMS 7 co-occurrences

Where this tag comes from

Provider tag45
Api tag21

Cohort brief

Auto-generated

The 45 providers in the APIs.io catalog tagged Earth Observation, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
45
all scored
Mean Kin Score
23.2
+2.5 vs catalog 20.7
Mean Agent Readiness
12.5
+2.8 vs catalog 9.7
Spread
4–50.2
median 28.2 · σ 15.5
How the 45 split by band
Exemplar 0Strong 0Developing 9Thin 14Emerging 5Minimal 17
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Contract Quality 24.8 17.5 +7.3 45
Discoverability 64.9 60.4 +4.5 45
Operational Transparency 15.1 11.3 +3.8 45
Developer Ergonomics 20.6 17.9 +2.7 45
Contract Governance 4.3 6.4 -2.1 45
Access Clarity 19.8 22.3 -2.5 45

A facet is averaged over the members that carry it, not over the whole cohort — the “Scored” column is that count. Averaging an absent facet as zero would score our own coverage gaps as the providers’ posture.

What this cohort publishes
ArtifactThis cohortCatalogDifference
MCP server (any) 11% 16% -5
MCP server (first-party) 4% 7% -3
Agent Skills 0% 0% 0
OAuth scopes 9% 9% 0
Security 93% 88% +5
Arazzo workflows 0% 2% -2
Governance rules 11% 13% -2

mcp_pct counts any mcp/ artifact including ones API Evangelist derived from the provider OpenAPI; mcp_first_party_pct counts only servers the provider publishes. Prefer the latter.

Top by Kin Score
  1. 1 Maxar Technologies 50.2
  2. 2 Umbra 46.8
  3. 3 Google Earth Engine REST 45.7
  4. 4 Sentinel Hub 41.7
  5. 5 Airbus 40.7
  6. 6 Planet 40.6
  7. 7 Capella Space 40.4
  8. 8 Hydrosat 40.2
  9. 9 Pixxel 39.7
  10. 10 Planet Labs 37.7
Top by Agent Readiness
  1. 1 Umbra 47.8
  2. 2 Voltair 35.7
  3. 3 Arlula 32.3
  4. 4 Maxar Technologies 28.1
  5. 5 Sentinel Hub 26.9
  6. 6 European Space Agency (ESA) 25.5
  7. 7 Airbus 24.8
  8. 8 Google Earth Engine REST 24.8
  9. 9 Hydrosat 24.6
  10. 10 Urban Sky 23
All 45 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 25 August 2026, across 26891 providers, using the same computation served by the APIs.io cohort API. Briefs are published for rosters of 5 or more scored providers; below that a distribution is not meaningful.

Work with this as data

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Tools for tags

7 MCP tools reach this
  • find_tagsBrowse and filter every tag in the catalog.
  • get_cohortThis tag as a scored cohort — every provider carrying it, with scores.
  • cohort_statsPRO — the distribution across this tag: mean, median, band split, adoption rates.
  • cohort_rankingsPRO — the leaderboard, on composite AND agent-readiness axes.
  • apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
  • resolveTurn a domain, URL or GitHub org into the provider it belongs to.
  • find_cohortsEvery scored population of providers in the catalog.
All 92 tools

Call it yourself

curl for this page
This tag
curl "https://apis.io/api/v1/tags/earth-observation"
All tags
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As a scored cohort
curl "https://apis.io/api/v1/cohorts/tag/earth-observation"
The distribution (Pro)
curl "https://apis.io/api/v1/cohorts/tag/earth-observation/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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