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Freight Platforms, Forwarders & Customs

Grouped by Kin Score band and ranked by composite score within each, with the separate agent-readiness score alongside. Click the scores on any row to open the full facet and dimension breakdown behind both numbers, and click again to close it.

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22 providers · 2 standards and regulatory bodies listed separately below

Exemplar 1 66+ Reference-quality API operations across every facet.
1
Avalara screenshot
Avalara Exemplar agent ready Customs & Trade Tech

Avalara helps businesses of all sizes get tax compliance right. We deliver cloud-based solutions that work with existing business applications to calculate t...

Composite
75.7
Agent
56.8
Kin Score Kin Score How this is scored →
scored 2026-08-04 · rubric v0.9
Composite quality — 75.7/100 · exemplar
Contract Quality 19.1 / 25
Developer Ergonomics 14.3 / 20
Commercial Clarity 17.9 / 20
Operational Transparency 7.5 / 13
Governance 10.0 / 12
Discoverability 6.9 / 10
Agent readiness — 57/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8.0 / 8
Request/Response Examples partial 3.5 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface derived 1.5 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Strong 1 56 – 65.9 Solid contracts, transparent operations, and an easy start.
2
Orderful Strong agent ready EDI & Integration

Orderful is a modern B2B trading and EDI platform that lets companies connect once to transact with any partner in their supply chain without building custom...

Composite
58.4
Agent
45.7
Kin Score Kin Score How this is scored →
scored 2026-08-04 · rubric v0.9
Composite quality — 58.4/100 · strong
Contract Quality 16.5 / 25
Developer Ergonomics 12.5 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 8.2 / 13
Governance 1.4 / 12
Discoverability 9.3 / 10
Agent readiness — 46/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
MCP Server derived 3.0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics documented 4.0 / 8
Request/Response Examples partial 3.5 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface derived 1.5 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Developing 4 42 – 55.9 Real signal across most facets with visible, nameable gaps.
4
E2open screenshot
E2open Developing agent aware Supply Chain Software

Supply chain software with a connected network and SaaS platform help you seize opportunities, predict disruptions, and drive efficiency and sustainability.

Composite
55.6
Agent
30.6
Kin Score Kin Score How this is scored →
scored 2026-08-04 · rubric v0.9
Composite quality — 55.6/100 · developing
Contract Quality 17.5 / 25
Developer Ergonomics 8.7 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 4.8 / 13
Governance 7.0 / 12
Discoverability 5.6 / 10
Agent readiness — 31/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
5
project44 screenshot
project44 Developing agent aware Visibility Platforms

project44 is the supply chain visibility platform that connects, automates, and provides predictive analytics across multimodal shipments worldwide.

Composite
47.9
Agent
32.0
Kin Score Kin Score How this is scored →
scored 2026-08-04 · rubric v0.9
Composite quality — 47.9/100 · developing
Contract Quality 20.6 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 7.4 / 20
Operational Transparency 3.4 / 13
Governance 5.7 / 12
Discoverability 6.5 / 10
Agent readiness — 32/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface derived 1.5 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
6
ShipBob screenshot
ShipBob Developing agent ready Fulfilment & Warehousing

ShipBob is a Chicago-based global ecommerce fulfillment network and 3PL operating 60+ fulfillment centers, providing distributed warehousing, inventory, B2B/...

Composite
47.8
Agent
39.2
Kin Score Kin Score How this is scored →
scored 2026-08-04 · rubric v0.9
Composite quality — 47.8/100 · developing
Contract Quality 18.2 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 3.4 / 13
Governance 5.0 / 12
Discoverability 7.4 / 10
Agent readiness — 39/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8.0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface derived 1.5 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
7
Forto screenshot
Forto Developing agent aware Freight Forwarders

Forto is a digital freight forwarder and supply chain platform that combines technology with logistics expertise to provide sea, air, and rail freight servic...

Composite
43.6
Agent
30.6
Kin Score Kin Score How this is scored →
scored 2026-08-04 · rubric v0.9
Composite quality — 43.6/100 · developing
Contract Quality 14.4 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 2.7 / 13
Governance 0.0 / 12
Discoverability 7.4 / 10
Agent readiness — 31/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Thin 7 28 – 41.9 Limited machine-readable signal beyond documentation a human can read.
8
Shippeo Thin agent ready Visibility Platforms

Shippeo is a real-time transportation and multimodal supply-chain visibility platform, giving shippers, carriers, and logistics teams predictive and real-tim...

Composite
41.8
Agent
36.0
Kin Score Kin Score How this is scored →
scored 2026-08-04 · rubric v0.9
Composite quality — 41.8/100 · thin
Contract Quality 15.9 / 25
Developer Ergonomics 3.9 / 20
Commercial Clarity 8.4 / 20
Operational Transparency 6.2 / 13
Governance 0.0 / 12
Discoverability 7.4 / 10
Agent readiness — 36/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
9
Magaya screenshot
Magaya Thin agent aware Supply Chain Software

Magaya is a logistics and supply chain software company whose cloud Digital Freight Platform runs freight forwarding, warehouse management, customs complianc...

Composite
40.6
Agent
30.6
Kin Score Kin Score How this is scored →
scored 2026-08-04 · rubric v0.9
Composite quality — 40.6/100 · thin
Contract Quality 14.7 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 8.4 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 7.4 / 10
Agent readiness — 31/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
10
DSV Thin agent ready Freight Forwarders

DSV A/S is a Danish transport and logistics group headquartered in Hedehusene, Denmark, and one of the world's largest freight forwarders — roughly 150,000 e...

Composite
38.8
Agent
44.1
Kin Score Kin Score How this is scored →
scored 2026-08-04 · rubric v0.9
Composite quality — 38.8/100 · thin
Contract Quality 14.9 / 25
Developer Ergonomics 7.8 / 20
Commercial Clarity 4.2 / 20
Operational Transparency 4.4 / 13
Governance 0.0 / 12
Discoverability 7.4 / 10
Agent readiness — 44/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8.0 / 8
Request/Response Examples 7.0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
11
Flexport screenshot
Flexport Thin agent aware Freight Forwarders

Flexport is a digital freight forwarder and logistics platform that orchestrates global ocean, air, ground, and customs operations for shippers.

Composite
32.8
Agent
30.6
Kin Score Kin Score How this is scored →
scored 2026-08-04 · rubric v0.9
Composite quality — 32.8/100 · thin
Contract Quality 12.8 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 3.4 / 13
Governance 0.0 / 12
Discoverability 6.5 / 10
Agent readiness — 31/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
12
Zencargo Thin agent aware Freight Forwarders

Zencargo is a digital freight forwarder and supply-chain visibility platform for ocean, air, road, and rail shipments. Its GraphQL API gives enterprise custo...

Composite
32.2
Agent
28.4
Kin Score Kin Score How this is scored →
scored 2026-08-04 · rubric v0.9
Composite quality — 32.2/100 · thin
Contract Quality 10.8 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 6.5 / 10
Agent readiness — 28/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
13
FourKites screenshot
FourKites Thin agent aware Visibility Platforms

FourKites is a real-time supply chain visibility platform that tracks shipments and assets across road, rail, ocean, and yard modes worldwide.

Composite
28.9
Agent
19.4
Kin Score Kin Score How this is scored →
scored 2026-08-04 · rubric v0.9
Composite quality — 28.9/100 · thin
Contract Quality 12.0 / 25
Developer Ergonomics 1.7 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 3.4 / 13
Governance 0.0 / 12
Discoverability 5.9 / 10
Agent readiness — 19/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
14
AEB Thin agent aware Customs & Trade Tech

AEB SE is a German supply chain and global trade software company, headquartered in Stuttgart and 100% employee-owned, whose platform is used by 7,300+ compa...

Composite
28.4
Agent
26.6
Kin Score Kin Score How this is scored →
scored 2026-08-04 · rubric v0.9
Composite quality — 28.4/100 · thin
Contract Quality 12.4 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 3.7 / 20
Operational Transparency 2.7 / 13
Governance 0.0 / 12
Discoverability 7.4 / 10
Agent readiness — 27/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 8.0 / 8
Request/Response Examples partial 3.5 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Emerging 6 13 – 27.9 More than an index entry but still mostly links rather than artifacts.
15
Kuehne+Nagel Emerging agent aware Freight Forwarders

Kuehne+Nagel International AG is a Swiss freight forwarder and contract logistics provider headquartered in Schindellegi, Switzerland, and one of the largest...

Composite
26.8
Agent
26.6
Kin Score Kin Score How this is scored →
scored 2026-08-04 · rubric v0.9
Composite quality — 26.8/100 · emerging
Contract Quality 13.6 / 25
Developer Ergonomics 3.5 / 20
Commercial Clarity 2.6 / 20
Operational Transparency 0.7 / 13
Governance 0.0 / 12
Discoverability 6.5 / 10
Agent readiness — 27/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 8.0 / 8
Request/Response Examples partial 3.5 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
17
C.H. Robinson screenshot
C.H. Robinson Emerging human only Freight Forwarders

C.H. Robinson is one of the world's largest third-party logistics (3PL) providers, offering global freight transportation, supply chain management, customs b...

Composite
23.7
Agent
3.2
Kin Score Kin Score How this is scored →
scored 2026-08-04 · rubric v0.9
Composite quality — 23.7/100 · emerging
Contract Quality 0.0 / 25
Developer Ergonomics 3.5 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 3.4 / 13
Governance 0.0 / 12
Discoverability 6.9 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
18
Zonos Emerging agent aware Customs & Trade Tech

Zonos is a cross-border trade technology company headquartered in St. George, Utah, United States, that sells customs and trade compliance as an API. Its pro...

Composite
23.2
Agent
17.6
Kin Score Kin Score How this is scored →
scored 2026-08-04 · rubric v0.9
Composite quality — 23.2/100 · emerging
Contract Quality 0.0 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 4.7 / 20
Operational Transparency 3.8 / 13
Governance 0.0 / 12
Discoverability 6.5 / 10
Agent readiness — 18/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
19
Descartes Systems Group screenshot
Descartes Systems Group Emerging human only Supply Chain Software

The Descartes Systems Group is a global logistics and supply chain software company whose cloud-based Global Logistics Network connects manufacturers, distri...

Composite
22.8
Agent
3.2
Kin Score Kin Score How this is scored →
scored 2026-08-04 · rubric v0.9
Composite quality — 22.8/100 · emerging
Contract Quality 0.0 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.1 / 13
Governance 0.0 / 12
Discoverability 6.5 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
20
Kinaxis screenshot
Kinaxis Emerging human only Supply Chain Software

Kinaxis is a concurrent supply chain planning platform — branded Maestro (formerly RapidResponse) — that provides REST APIs for supply chain orchestration, s...

Composite
19.8
Agent
3.2
Kin Score Kin Score How this is scored →
scored 2026-08-04 · rubric v0.9
Composite quality — 19.8/100 · emerging
Contract Quality 0.0 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 0.7 / 13
Governance 0.0 / 12
Discoverability 7.4 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
21
DB Schenker Emerging agent aware Freight Forwarders

DB Schenker (Schenker AG, headquartered in Essen, Germany) is one of the world's largest freight forwarders and contract logistics providers, moving air, oce...

Composite
19.2
Agent
16.2
Kin Score Kin Score How this is scored →
scored 2026-08-04 · rubric v0.9
Composite quality — 19.2/100 · emerging
Contract Quality 8.1 / 25
Developer Ergonomics 3.0 / 20
Commercial Clarity 0.0 / 20
Operational Transparency 0.7 / 13
Governance 0.0 / 12
Discoverability 7.4 / 10
Agent readiness — 16/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Minimal 3 0 – 12.9 Index entry only; little beyond a description and a link.
22
CargoWise screenshot
CargoWise Minimal human only Supply Chain Software

CargoWise is WiseTech Global's logistics execution platform - a single-database ERP for international freight forwarding, customs, warehousing, transport, an...

Composite
10.3
Agent
0.0
Kin Score Kin Score How this is scored →
scored 2026-08-04 · rubric v0.9
Composite quality — 10.3/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 1.7 / 20
Commercial Clarity 2.1 / 20
Operational Transparency 0.0 / 13
Governance 0.0 / 12
Discoverability 6.5 / 10
Agent readiness — 0/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
23
Expeditors International of Washington screenshot
Expeditors International of Washington Minimal human only Freight Forwarders

Expeditors International is a global logistics company offering freight forwarding, customs brokerage, supply chain management, warehousing, and other relate...

Composite
5.0
Agent
0.0
Kin Score Kin Score How this is scored →
scored 2026-08-04 · rubric v0.9
Composite quality — 5.0/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 0.0 / 20
Commercial Clarity 0.0 / 20
Operational Transparency 0.0 / 13
Governance 0.0 / 12
Discoverability 5.0 / 10
Agent readiness — 0/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
24
Gxo Logistics Minimal human only Fulfilment & Warehousing

GXO Logistics is a leading global provider of pure-play contract logistics, offering warehousing, distribution, e-commerce fulfillment, supply chain optimiza...

Composite
2.6
Agent
0.0
Kin Score Kin Score How this is scored →
scored 2026-08-04 · rubric v0.9
Composite quality — 2.6/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 0.0 / 20
Commercial Clarity 0.0 / 20
Operational Transparency 0.0 / 13
Governance 0.0 / 12
Discoverability 2.6 / 10
Agent readiness — 0/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Industry Bodies & Standards 1 Trade bodies and standards organizations — they define how the sector exchanges data rather than selling an API.
16
GS1 Emerging agent aware Industry Bodies & Standards

GS1 (GS1 AISBL) is the not-for-profit, neutral standards body headquartered at Avenue Louise 523, 1050 Brussels, Belgium, that maintains the identification k...

Composite
25.6
Agent
19.4
Kin Score Kin Score How this is scored →
scored 2026-08-04 · rubric v0.9
Composite quality — 25.6/100 · emerging
Contract Quality 14.9 / 25
Developer Ergonomics 1.7 / 20
Commercial Clarity 0.0 / 20
Operational Transparency 0.7 / 13
Governance 1.2 / 12
Discoverability 7.0 / 10
Agent readiness — 19/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples partial 3.5 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Regulators 1 Supervisory and safety authorities, not commercial providers in this market.
3
HMRC UK Tax Authority screenshot
HMRC UK Tax Authority Strong agent aware Regulators

HM Revenue and Customs (HMRC) provides over 115 APIs through the HMRC Developer Hub for UK tax compliance including Making Tax Digital for VAT and Income Tax...

Composite
58.2
Agent
30.6
Kin Score Kin Score How this is scored →
scored 2026-08-04 · rubric v0.9
Composite quality — 58.2/100 · strong
Contract Quality 17.6 / 25
Developer Ergonomics 9.6 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 7.0 / 12
Discoverability 7.4 / 10
Regulatory · Government & Public Sector 10.3 / 15
Agent readiness — 31/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4