emerging · 0.0 market domain

Earth Observation

Score 20.6 / 100 49 providers 21 APIs Search apis.io →

Providers using this tag (49)

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

Developing 8 Usable, with meaningful gaps to close
Thin 16 Limited public surface area
Emerging 8 Early or largely undocumented
Minimal 16 Almost no public developer surface
Unrated 1 Not yet scored

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 7 Usable, with meaningful gaps to close
Thin 10 Limited public surface area
Emerging 4 Early or largely undocumented

Score breakdown

Frequency
49.8
log-scaled weighted occurrences
Breadth
1.4
spread across providers
Quality lift
26.7
mean composite of providers using it
Cohesion
16.3
strength of nearest seed neighbor

Related tags

Satellite Imagery 27 co-occurrences Remote Sensing 31 co-occurrences STAC 15 co-occurrences Tasking 11 co-occurrences Imagery 11 co-occurrences Geospatial 38 co-occurrences SAR 7 co-occurrences WMTS 7 co-occurrences

Where this tag comes from

Provider tag49
Api tag21

Cohort brief

Auto-generated

The 46 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
46
all scored
Mean Kin Score
24.3
+0.2 vs catalog 24.1
Mean Agent Readiness
14.1
+2.0 vs catalog 12.1
Spread
4–48.8
median 30.9 · σ 14.8
How the 46 split by band
Exemplar 0Strong 0Developing 8Thin 16Emerging 8Minimal 14
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Contract Quality 28.7 20.3 +8.4 46
Discoverability 63.5 61.3 +2.2 46
Operational Transparency 15.4 14.1 +1.3 46
Developer Ergonomics 22.6 23.6 -1 46
Contract Governance 3 6.5 -3.5 46
Access Clarity 20.4 26.7 -6.3 46

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) 2% 10% -8
MCP server (first-party) 2% 13% -11
Agent Skills 0% 0% 0
OAuth scopes 6% 11% -5
Security 98% 96% +2
Arazzo workflows 0% 2% -2
Governance rules 11% 14% -3

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 48.8
  2. 2 Google Earth Engine REST 44.3
  3. 3 Umbra 44.2
  4. 4 DLR 42.3
  5. 5 Sentinel Hub 41.9
  6. 6 Planet Labs 40.1
  7. 7 Capella Space 39.8
  8. 8 Airbus 39.4
  9. 9 Near Space Labs 39.2
  10. 10 Hydrosat 38.9
Top by Agent Readiness
  1. 1 Umbra 47.8
  2. 2 Voltair 39
  3. 3 Arlula 32.3
  4. 4 GeoInsight 30.6
  5. 5 Maxar Technologies 29.8
  6. 6 Open Geospatial Consortium (OGC) 29.1
  7. 7 Sentinel Hub 26.9
  8. 8 Near Space Labs 26.8
  9. 9 European Space Agency (ESA) 25.5
  10. 10 Google Earth Engine REST 24.8
All 49 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 19 September 2026, across 27397 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

Every tag here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

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
curl "https://apis.io/api/v1/tags?limit=25"
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"

Discovery needs no key. Ratings and market analysis are Pro.

Get an API key

Free tier, no form to fill in. Signing in shares your email address with us — we store it to create your key and to recognise you if you sign in with another provider. See our Privacy Policy and Terms.

A second provider on the same verified email joins the account you already have.