emerging · 0.0 capability schema

Edge

Score 21.7 / 100 25 providers +19 via APIs 25 APIs Search apis.io →
Variants seen in the corpus: Edgeedge

Providers using this tag (25)

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

Strong 3 Solid coverage with minor gaps
Developing 13 Usable, with meaningful gaps to close
Thin 5 Limited public surface area
Emerging 3 Early or largely undocumented
Minimal 1 Almost no public developer surface

APIs with this tag (25)

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 →

Exemplar 1 Complete, well-documented, and agent-ready
Strong 3 Solid coverage with minor gaps
Developing 7 Usable, with meaningful gaps to close
Thin 6 Limited public surface area
Emerging 8 Early or largely undocumented

Companies reaching this through an API (19)

These companies publish an API, specification or operation carrying “Edge” but do not classify their business under it. Listed unranked and kept out of the count above, because one tagged operation is not a statement about what a company does.

AI Gateway Amazon ECS Amazon SageMaker Arkose Labs Axiom Axiom Controller CAMARA Canonical Cartography Expo F5 Flagsmith JD.com (Jingdong) KubeEdge Naver Portainer Realtime Swell Turso

Score breakdown

Frequency
47.0
log-scaled weighted occurrences
Breadth
0.7
spread across providers
Quality lift
45.9
mean composite of providers using it
Cohesion
4.0
strength of nearest seed neighbor

Related tags

CDN 9 co-occurrences DNS 5 co-occurrences Connectivity 5 co-occurrences Containers 8 co-occurrences Serverless 7 co-occurrences Storage 7 co-occurrences IoT 10 co-occurrences Kubernetes 7 co-occurrences

Where this tag comes from

Provider tag25
Api tag25
Openapi tag4
Openapi op tag9

Cohort brief

Auto-generated

The 25 providers in the APIs.io catalog tagged Edge, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
25
all scored
Mean Kin Score
40.5
+16.6 vs catalog 23.9
Mean Agent Readiness
19.6
+7.6 vs catalog 12
Spread
9.8–65.1
median 40.8 · σ 13.9
How the 25 split by band
Exemplar 0Strong 3Developing 13Thin 5Emerging 3Minimal 1
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 49.7 23.4 +26.3 25
Contract Quality 42.4 19.8 +22.6 25
Access Clarity 41.4 26.5 +14.9 25
Operational Transparency 23.6 14 +9.6 25
Discoverability 67.3 61.2 +6.1 25
Contract Governance 11 6.4 +4.6 25

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) 8% 10% -2
MCP server (first-party) 8% 13% -5
Agent Skills 0% 0% 0
OAuth scopes 8% 11% -3
Security 100% 97% +3
Arazzo workflows 12% 2% +10
Governance rules 44% 14% +30

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 Cloudflare 65.1
  2. 2 ThingsBoard 62.3
  3. 3 Amazon CloudFront 60.7
  4. 4 Soracom 54.1
  5. 5 1NCE 52.2
  6. 6 Wowza 49.9
  7. 7 Neon 49.6
  8. 8 Balena 49.2
  9. 9 Cradlepoint 43.9
  10. 10 PartyKit 43.7
Top by Agent Readiness
  1. 1 Cloudflare 49.6
  2. 2 QuantCDN 32.3
  3. 3 Microsoft Edge 30.6
  4. 4 ThingsBoard 29.8
  5. 5 Soracom 29.8
  6. 6 Neon 26.2
  7. 7 Wowza 25.5
  8. 8 Wasmer 24.8
  9. 9 1NCE 24
  10. 10 Rivet 23.7
All 25 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 15 September 2026, across 27661 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/edge"
All tags
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort
curl "https://apis.io/api/v1/cohorts/tag/edge"
The distribution (Pro)
curl "https://apis.io/api/v1/cohorts/tag/edge/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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