emerging · 0.0 capabilitymarket resourcedomainschema

Notebooks

Score 22.6 / 100 28 providers 16 APIs Search apis.io →
Variants seen in the corpus: Notebooksnotebooks

Providers using this tag (28)

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

Exemplar 2 Complete, well-documented, and agent-ready
Strong 5 Solid coverage with minor gaps
Developing 9 Usable, with meaningful gaps to close
Thin 10 Limited public surface area
Emerging 1 Early or largely undocumented
Minimal 1 Almost no public developer surface

APIs with this tag (16)

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 3 Usable, with meaningful gaps to close
Thin 6 Limited public surface area

Score breakdown

Frequency
46.1
log-scaled weighted occurrences
Breadth
0.8
spread across providers
Quality lift
51.3
mean composite of providers using it
Cohesion
4.3
strength of nearest seed neighbor

Related tags

Interactive Computing 5 co-occurrences Kernel 6 co-occurrences Jupyter 5 co-occurrences Data Science 11 co-occurrences Credentials 5 co-occurrences Dashboards 6 co-occurrences Compute 5 co-occurrences Python 8 co-occurrences

Where this tag comes from

Api tag16
Provider tag16
Openapi tag6
Openapi op tag44

Cohort brief

Auto-generated

The 28 providers in the APIs.io catalog tagged Notebooks, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
28
all scored
Mean Kin Score
42.6
+21.9 vs catalog 20.7
Mean Agent Readiness
23.6
+13.9 vs catalog 9.7
Spread
5.5–71.8
median 40.3 · σ 14.9
How the 28 split by band
Exemplar 2Strong 5Developing 9Thin 10Emerging 1Minimal 1
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Contract Quality 52.4 17.5 +34.9 28
Developer Ergonomics 47 17.9 +29.1 28
Operational Transparency 32.2 11.3 +20.9 28
Access Clarity 36.2 22.3 +13.9 28
Contract Governance 14.4 6.4 +8 28
Discoverability 68.3 60.4 +7.9 28

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) 25% 16% +9
MCP server (first-party) 7% 7% 0
Agent Skills 0% 0% 0
OAuth scopes 32% 9% +23
Security 96% 88% +8
Arazzo workflows 14% 2% +12
Governance rules 50% 13% +37

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 Dynatrace 71.8
  2. 2 BlueConic 68.8
  3. 3 Losant 60.6
  4. 4 Paperspace 60.2
  5. 5 Datadog 57.1
  6. 6 Azure Databricks 56.5
  7. 7 Microsoft Office 365 54.8
  8. 8 Hex 53.7
  9. 9 Nuon 53.7
  10. 10 PostHog 49.3
Top by Agent Readiness
  1. 1 BlueConic 47
  2. 2 ArthurAI 41.5
  3. 3 Datadog 38.3
  4. 4 Hex 37.6
  5. 5 PostHog 33.5
  6. 6 Dynatrace 32.4
  7. 7 Microsoft Office 365 32.4
  8. 8 Losant 30.6
  9. 9 Hex 28.4
  10. 10 Nuon 27.1
All 28 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 25 August 2026, across 26891 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

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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/notebooks"
All tags
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort
curl "https://apis.io/api/v1/cohorts/tag/notebooks"
The distribution (Pro)
curl "https://apis.io/api/v1/cohorts/tag/notebooks/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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