niche · -0.1

Virtualization

Score 19.3 / 100 39 providers +11 via APIs 18 APIs Search apis.io →
Business capabilities this tag reaches
Information Technology Management 1
Variants seen in the corpus: Virtualizationvirtualization

Providers using this tag (39)

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

Strong 2 Solid coverage with minor gaps
Developing 9 Usable, with meaningful gaps to close
Thin 14 Limited public surface area
Emerging 4 Early or largely undocumented
Minimal 8 Almost no public developer surface
Unrated 2 Not yet scored

APIs with this tag (18)

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 2 Complete, well-documented, and agent-ready
Strong 5 Solid coverage with minor gaps
Developing 7 Usable, with meaningful gaps to close
Thin 2 Limited public surface area
Emerging 2 Early or largely undocumented

Companies reaching this through an API (11)

These companies publish an API, specification or operation carrying “Virtualization” 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.

Canonical Citrix NetScaler Dell Servers IBM Microsoft Windows Server NetApp NetBox NetBox Labs OpenInfra Foundation Palo Alto Networks Stripe

Score breakdown

Frequency
49.1
log-scaled weighted occurrences
Breadth
1.1
spread across providers
Quality lift
33.7
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor

Related tags

VMware 6 co-occurrences VDI 5 co-occurrences Virtual Machines 7 co-occurrences VMs 5 co-occurrences Hybrid Cloud 5 co-occurrences Hosts 5 co-occurrences Cloud Infrastructure 5 co-occurrences Volumes 5 co-occurrences

Where this tag comes from

Provider tag39
Api tag18
Openapi tag2
Openapi op tag18

Cohort brief

Auto-generated

The 33 providers in the APIs.io catalog tagged Virtualization, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
33
all scored
Mean Kin Score
32.7
+8.9 vs catalog 23.8
Mean Agent Readiness
16.4
+4.8 vs catalog 11.6
Spread
5–55.8
median 36.5 · σ 14
How the 33 split by band
Exemplar 0Strong 2Developing 9Thin 14Emerging 4Minimal 4
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 42.5 23.3 +19.2 33
Contract Quality 33.2 19.8 +13.4 33
Operational Transparency 20 13.9 +6.1 33
Discoverability 65.7 61 +4.7 33
Contract Governance 8.1 6.3 +1.8 33
Access Clarity 24 26.3 -2.3 33

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) 9% 10% -1
MCP server (first-party) 6% 9% -3
Agent Skills 0% 0% 0
OAuth scopes 9% 11% -2
Security 91% 97% -6
Arazzo workflows 0% 2% -2
Governance rules 34% 14% +20

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 Cisco Intersight 55.8
  2. 2 VMware 54.3
  3. 3 Nutanix 47.9
  4. 4 Slide 47.4
  5. 5 Smol Machines 46
  6. 6 Oxide 45.8
  7. 7 KubeVirt 44.5
  8. 8 Incus 43.6
  9. 9 Citrix 42.7
  10. 10 Vagrant 41
Top by Agent Readiness
  1. 1 Scale Computing 35.4
  2. 2 Cisco Intersight 33.6
  3. 3 Solaris Zones 32.3
  4. 4 Vers 30.5
  5. 5 Incus 26.5
  6. 6 Oxide 26.1
  7. 7 SimpliVity 25.3
  8. 8 VMware 24.8
  9. 9 Apache CloudStack 24.8
  10. 10 Google Cloud VMware Engine 24.8
All 39 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 9 September 2026, across 27528 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/virtualization"
All tags
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort
curl "https://apis.io/api/v1/cohorts/tag/virtualization"
The distribution (Pro)
curl "https://apis.io/api/v1/cohorts/tag/virtualization/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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