emerging · 0.7

Drivers

Score 20.6 / 100 36 providers 33 APIs Search apis.io →
Business capabilities this tag reaches
Driver & Crew Operations Management 3 Transport Operations Management 1 Human Capital Management 1

Providers using this tag (36)

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

Strong 3 Solid coverage with minor gaps
Developing 11 Usable, with meaningful gaps to close
Thin 10 Limited public surface area
Emerging 8 Early or largely undocumented
Minimal 4 Almost no public developer surface

APIs with this tag (33)

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 →

Strong 3 Solid coverage with minor gaps
Developing 11 Usable, with meaningful gaps to close
Thin 10 Limited public surface area
Emerging 7 Early or largely undocumented
Minimal 2 Almost no public developer surface

Score breakdown

Frequency
49.9
log-scaled weighted occurrences
Breadth
1.0
spread across providers
Quality lift
39.6
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor

Related tags

Dispatch 10 co-occurrences Vehicles 14 co-occurrences GPS Tracking 6 co-occurrences Trips 6 co-occurrences Route Optimization 5 co-occurrences Fleet Management 16 co-occurrences Telematics 10 co-occurrences Routes 7 co-occurrences

Where this tag comes from

Provider tag7
Api tag33
Openapi tag16
Openapi op tag66

Cohort brief

Auto-generated

The 36 providers in the APIs.io catalog tagged Drivers, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
36
all scored
Mean Kin Score
32.7
+12.0 vs catalog 20.7
Mean Agent Readiness
16.3
+6.6 vs catalog 9.7
Spread
5–62.3
median 33.5 · σ 16.1
How the 36 split by band
Exemplar 0Strong 3Developing 10Thin 11Emerging 7Minimal 5
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Contract Quality 37.4 17.5 +19.9 36
Developer Ergonomics 32.3 17.9 +14.4 36
Operational Transparency 20.2 11.3 +8.9 36
Discoverability 69.1 60.4 +8.7 36
Access Clarity 30.9 22.3 +8.6 36
Contract Governance 8.9 6.4 +2.5 36

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) 22% 16% +6
MCP server (first-party) 0% 7% -7
Agent Skills 0% 0% 0
OAuth scopes 8% 9% -1
Security 100% 88% +12
Arazzo workflows 3% 2% +1
Governance rules 22% 13% +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 Onfleet 62.3
  2. 2 Bringg 58.3
  3. 3 Sportmonks 56.1
  4. 4 Flipdish 54
  5. 5 Circuit 53.1
  6. 6 LocoNav 50.9
  7. 7 Optibus 48.2
  8. 8 tread.io 48
  9. 9 LEEO Insurance Services 47.4
  10. 10 Shiftmove 46.6
Top by Agent Readiness
  1. 1 OneRail 44
  2. 2 Flipdish 35.2
  3. 3 Neo4j 30.9
  4. 4 Optibus 30.8
  5. 5 LEEO Insurance Services 30.2
  6. 6 tread.io 29.6
  7. 7 Circuit 29.1
  8. 8 Bringg 28.3
  9. 9 LocoNav 27.4
  10. 10 Onfleet 23.8
All 36 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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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/drivers"
All tags
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort
curl "https://apis.io/api/v1/cohorts/tag/drivers"
The distribution (Pro)
curl "https://apis.io/api/v1/cohorts/tag/drivers/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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