emerging · 0.2 market domain

Last Mile Delivery

Score 21.8 / 100 71 providers +1 via APIs 14 APIs Search apis.io →

Providers using this tag (71)

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

Exemplar 1 Complete, well-documented, and agent-ready
Strong 7 Solid coverage with minor gaps
Developing 11 Usable, with meaningful gaps to close
Thin 16 Limited public surface area
Emerging 10 Early or largely undocumented
Minimal 21 Almost no public developer surface
Unrated 5 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 →

Exemplar 1 Complete, well-documented, and agent-ready
Strong 8 Solid coverage with minor gaps
Developing 3 Usable, with meaningful gaps to close
Thin 1 Limited public surface area
Emerging 1 Early or largely undocumented

Companies reaching this through an API (1)

These companies publish an API, specification or operation carrying “Last Mile Delivery” 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.

Ryder System

Score breakdown

Frequency
52.6
log-scaled weighted occurrences
Breadth
2.0
spread across providers
Quality lift
32.1
mean composite of providers using it
Cohesion
11.4
strength of nearest seed neighbor

Where this tag sits

Logistics broader

Related tags

Route Optimization 14 co-occurrences Couriers 15 co-occurrences Logistics 66 co-occurrences Delivery 19 co-occurrences Shipping 20 co-occurrences Fulfillment 15 co-occurrences Drone Delivery 5 co-occurrences Fleet Management 16 co-occurrences

Where this tag comes from

Provider tag71
Api tag14
Openapi tag1
Openapi op tag4

Cohort brief

Auto-generated

The 64 providers in the APIs.io catalog tagged Last Mile Delivery, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
64
all scored
Mean Kin Score
28.8
+4.8 vs catalog 24
Mean Agent Readiness
17.6
+5.2 vs catalog 12.4
Spread
1.5–70.5
median 33.1 · σ 19.3
How the 64 split by band
Exemplar 1Strong 7Developing 11Thin 16Emerging 10Minimal 19
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Contract Quality 31.2 20.1 +11.1 64
Developer Ergonomics 30.3 23.4 +6.9 64
Discoverability 65.4 61 +4.4 64
Operational Transparency 15.8 14 +1.8 64
Access Clarity 27.3 26.5 +0.8 64
Contract Governance 5.6 6.5 -0.9 64

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) 13% 13% 0
Agent Skills 0% 0% 0
OAuth scopes 12% 11% +1
Security 94% 96% -2
Arazzo workflows 1% 2% -1
Governance rules 7% 13% -6

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 Instacart 70.5
  2. 2 Onfleet 61
  3. 3 Nash 60.2
  4. 4 HyperTrack 59.8
  5. 5 Bringg 59.6
  6. 6 Grubhub 59.4
  7. 7 Veho 54.8
  8. 8 Shiprocket 54.6
  9. 9 Routific 53.9
  10. 10 Cabify 52.8
Top by Agent Readiness
  1. 1 Onfleet 48.7
  2. 2 Shiprocket 48.2
  3. 3 Ninja Van 46.3
  4. 4 Grubhub 45.1
  5. 5 HyperTrack 42.6
  6. 6 Nash 42.1
  7. 7 OneRail 40.8
  8. 8 Instacart 37.9
  9. 9 Barogo 37.9
  10. 10 99 Minutos 35.8
All 71 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 20 September 2026, across 27620 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/last-mile-delivery"
All tags
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort
curl "https://apis.io/api/v1/cohorts/tag/last-mile-delivery"
The distribution (Pro)
curl "https://apis.io/api/v1/cohorts/tag/last-mile-delivery/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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