niche · 0.0 capabilitymarket resourceactiondomain

Virtualization

Score 19.2 / 100 39 providers +10 via APIs 17 APIs Search apis.io →
Business capabilities this tag reaches
Information Technology Management 2

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 11 Usable, with meaningful gaps to close
Thin 11 Limited public surface area
Emerging 4 Early or largely undocumented
Minimal 10 Almost no public developer surface
Unrated 1 Not yet scored

APIs with this tag (17)

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 3 Solid coverage with minor gaps
Developing 8 Usable, with meaningful gaps to close
Thin 2 Limited public surface area
Emerging 2 Early or largely undocumented

Companies reaching this through an API (10)

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.

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

Score breakdown

Frequency
47.8
log-scaled weighted occurrences
Breadth
1.1
spread across providers
Quality lift
34.8
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor

Related tags

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

Where this tag comes from

Provider tag39
Api tag17

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
32.5
+9.5 vs catalog 23
Mean Agent Readiness
16
+3.8 vs catalog 12.2
Spread
3.4–59.7
median 37.2 · σ 14.7
How the 33 split by band
Exemplar 0Strong 2Developing 11Thin 11Emerging 4Minimal 5
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 42.3 23.3 +19 33
Contract Quality 30.3 17.8 +12.5 33
Operational Transparency 20.7 13.8 +6.9 33
Discoverability 63.7 58 +5.7 33
Contract Governance 7.9 6.3 +1.6 33
Access Clarity 25.1 26.5 -1.4 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% 15% -6
MCP server (first-party) 6% 13% -7
Agent Skills 0% 0% 0
OAuth scopes 9% 12% -3
Security 94% 98% -4
Arazzo workflows 0% 2% -2
Governance rules 35% 13% +22

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 59.7
  2. 2 Nutanix 56.1
  3. 3 VMware 52.3
  4. 4 Slide 47.8
  5. 5 Smol Machines 46.2
  6. 6 Oxide 46.1
  7. 7 KubeVirt 42.3
  8. 8 Incus 41.7
  9. 9 Citrix 41.2
  10. 10 Veritas InfoScale 40
Top by Agent Readiness
  1. 1 Scale Computing 35.4
  2. 2 Solaris Zones 32.3
  3. 3 Vers 30.5
  4. 4 Cisco Intersight 29
  5. 5 Incus 26.5
  6. 6 VMware 24.8
  7. 7 Apache CloudStack 24.8
  8. 8 Google Cloud VMware Engine 24.8
  9. 9 Nutanix 24.2
  10. 10 Smol Machines 23.9
All 39 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 26 September 2026, across 27598 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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