emerging · 0.8 market domain

Bots

Score 23.5 / 100 43 providers 35 APIs Search apis.io →
Variants seen in the corpus: Botsbots

Providers using this tag (43)

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

Exemplar 3 Complete, well-documented, and agent-ready
Strong 6 Solid coverage with minor gaps
Developing 11 Usable, with meaningful gaps to close
Thin 15 Limited public surface area
Emerging 7 Early or largely undocumented
Minimal 1 Almost no public developer surface

APIs with this tag (32)

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 4 Solid coverage with minor gaps
Developing 9 Usable, with meaningful gaps to close
Thin 11 Limited public surface area
Emerging 6 Early or largely undocumented

Score breakdown

Frequency
50.2
log-scaled weighted occurrences
Breadth
1.2
spread across providers
Quality lift
47.2
mean composite of providers using it
Cohesion
8.5
strength of nearest seed neighbor

Related tags

Chat 19 co-occurrences Messaging 26 co-occurrences Channels 6 co-occurrences Chatbots 6 co-occurrences Meetings 5 co-occurrences Members 6 co-occurrences Message 8 co-occurrences SCIM 5 co-occurrences

Where this tag comes from

Api tag33
Provider tag18
Openapi tag10
Openapi op tag46

Cohort brief

Auto-generated

The 43 providers in the APIs.io catalog tagged Bots, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
43
all scored
Mean Kin Score
39
+18.3 vs catalog 20.7
Mean Agent Readiness
24.5
+14.8 vs catalog 9.7
Spread
9.2–91.3
median 34.8 · σ 16.8
How the 43 split by band
Exemplar 3Strong 3Developing 12Thin 18Emerging 6Minimal 1
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Contract Quality 47.3 17.5 +29.8 43
Developer Ergonomics 38.7 17.9 +20.8 43
Operational Transparency 26.3 11.3 +15 43
Access Clarity 36 22.3 +13.7 43
Discoverability 68.8 60.4 +8.4 43
Contract Governance 12.7 6.4 +6.3 43

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) 35% 16% +19
MCP server (first-party) 12% 7% +5
Agent Skills 0% 0% 0
OAuth scopes 33% 9% +24
Security 95% 88% +7
Arazzo workflows 14% 2% +12
Governance rules 37% 13% +24

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 Medplum 91.3
  2. 2 SendPulse 75.7
  3. 3 Facebook Business Manager 68.6
  4. 4 Slack 62.3
  5. 5 RingCentral 58.2
  6. 6 Lichess 58.1
  7. 7 Microsoft Teams 52.9
  8. 8 ZenZap 52.5
  9. 9 Amazon Lex 51.7
  10. 10 Microsoft Copilot 51.5
Top by Agent Readiness
  1. 1 SendPulse 55.8
  2. 2 Medplum 50.8
  3. 3 RingCentral 41.4
  4. 4 Facebook Business Manager 41
  5. 5 Lichess 38.4
  6. 6 ZenZap 36.5
  7. 7 Zoom 34.1
  8. 8 Prefect 33.3
  9. 9 OpenMetadata 32.7
  10. 10 Microsoft Teams 32
All 43 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

Every tag here is available over the APIs.io API and to AI agents over MCP.

MCP server

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

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