niche · 0.0 marketcapability domainschema

Network Management

Score 18.0 / 100 26 providers +9 via APIs 15 APIs Search apis.io →

Providers using this tag (26)

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

Exemplar 1 Complete, well-documented, and agent-ready
Strong 1 Solid coverage with minor gaps
Developing 4 Usable, with meaningful gaps to close
Thin 6 Limited public surface area
Emerging 1 Early or largely undocumented
Minimal 10 Almost no public developer surface
Unrated 3 Not yet scored

APIs with this tag (14)

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 10 Usable, with meaningful gaps to close
Thin 1 Limited public surface area
Emerging 2 Early or largely undocumented
Minimal 1 Almost no public developer surface

Companies reaching this through an API (9)

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

Amdocs ARRIS Group Brocade Cisco Cisco Expressway Cisco Hardware HPE Aruba Networking Inmarsat Ubiquiti

Score breakdown

Frequency
43.7
log-scaled weighted occurrences
Breadth
0.7
spread across providers
Quality lift
29.1
mean composite of providers using it
Cohesion
7.1
strength of nearest seed neighbor

Related tags

Network Automation 8 co-occurrences SD-WAN 7 co-occurrences Fabric 5 co-occurrences Wireless 7 co-occurrences Data-Center 8 co-occurrences Networking 21 co-occurrences Broadband 5 co-occurrences Routing 5 co-occurrences

Where this tag comes from

Provider tag26
Api tag15

Cohort brief

Auto-generated

The 19 providers in the APIs.io catalog tagged Network Management, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
19
all scored
Mean Kin Score
30.1
+6.2 vs catalog 23.9
Mean Agent Readiness
16.8
+4.8 vs catalog 12
Spread
4–67.6
median 33.7 · σ 19.6
How the 19 split by band
Exemplar 1Strong 1Developing 4Thin 6Emerging 1Minimal 6
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Contract Quality 33.9 19.8 +14.1 19
Developer Ergonomics 35.9 23.4 +12.5 19
Operational Transparency 18.4 14 +4.4 19
Discoverability 63.6 61.2 +2.4 19
Contract Governance 7.1 6.4 +0.7 19
Access Clarity 20.4 26.5 -6.1 19

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) 9% 13% -4
Agent Skills 0% 0% 0
OAuth scopes 9% 11% -2
Security 86% 97% -11
Arazzo workflows 0% 2% -2
Governance rules 23% 14% +9

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 Catalyst SD-WAN 67.6
  2. 2 Cisco Catalyst Center 63.4
  3. 3 Infoblox 49.1
  4. 4 Aruba 44.4
  5. 5 Tarana Wireless 43.5
  6. 6 Ciena 42.3
  7. 7 128 Technology 38.4
  8. 8 Extreme Networks 38.4
  9. 9 RouterOS 36.5
  10. 10 Pica8 33.7
Top by Agent Readiness
  1. 1 Cisco Catalyst Center 37.4
  2. 2 Tarana Wireless 33.5
  3. 3 Cisco Catalyst SD-WAN 33.1
  4. 4 Pica8 31.1
  5. 5 Extreme Networks 29.1
  6. 6 128 Technology 25.2
  7. 7 Ciena 22.7
  8. 8 Aruba 22.3
  9. 9 RouterOS 22.3
  10. 10 Nokia NetAct 22.3
All 26 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/network-management"
All tags
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort
curl "https://apis.io/api/v1/cohorts/tag/network-management"
The distribution (Pro)
curl "https://apis.io/api/v1/cohorts/tag/network-management/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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