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.
search
22 providers · 2 standards and regulatory bodies listed separately below
Exemplar 1 66.5+ Reference-quality API operations across every facet.
1
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
70.0
Agent
43.0
Kin Score
How this is scored →scored 2026-10-31 · rubric v0.25.0
Composite quality — 70.0/100 · exemplar
Contract Quality
15.5 / 25
Developer Ergonomics
13.8 / 20
0 / 0
Operational Transparency
5.5 / 13
0 / 0
Discoverability
6.2 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
5.9 / 15
Agent readiness — 43/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility
0 / 6
MCP Server documented
4.8 / 12
Machine-Readable Auth served
9.0 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling derived
0.9 / 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
Delegated User Identity
6.0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
6 / 6
Agentic Commerce Well-Known Document
0 / 5
Pagination
0 / 5
Distinct Operations
3.0 / 3
Strong 2 54.3 – 66.4 Solid contracts, transparent operations, and an easy start.
2
C.H. Robinson Strong agent ready 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
64.4
Agent
36.6
Kin Score
How this is scored →scored 2026-10-31 · rubric v0.25.0
Composite quality — 64.4/100 · strong
Contract Quality
17.9 / 25
Developer Ergonomics
14.2 / 20
0 / 0
Operational Transparency
6.5 / 13
0 / 0
Discoverability
7.0 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
3.7 / 15
Agent readiness — 37/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility
0 / 6
MCP Server
0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 6
Agent Skills derived
1.3 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
Delegated User Identity
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
Pagination partial
2.5 / 5
Distinct Operations mostly
1.5 / 3
3
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
63.3
Agent
29.8
Kin Score
How this is scored →scored 2026-10-31 · rubric v0.25.0
Composite quality — 63.3/100 · strong
Contract Quality
13.3 / 25
Developer Ergonomics
13.2 / 20
0 / 0
Operational Transparency
8.2 / 13
0 / 0
Discoverability
6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
5.3 / 15
Agent readiness — 30/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility
0 / 6
MCP Server
0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics derived
1.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling
0 / 7
Typed Event Surface
6 / 6
Agent Skills derived
1.3 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
Delegated User Identity
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
Pagination
5.0 / 5
Distinct Operations
3.0 / 3
Developing 3 39.3 – 54.2 Real signal across most facets with visible, nameable gaps.
5
Descartes Systems Group Developing agent aware 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
44.1
Agent
27.4
Kin Score
How this is scored →scored 2026-10-31 · rubric v0.25.0
Composite quality — 44.1/100 · developing
Contract Quality
12.6 / 25
Developer Ergonomics
11.0 / 20
0 / 0
Operational Transparency
1.0 / 13
0 / 0
Discoverability
6.6 / 10
Regulatory · Telecommunications
3.1 / 15
Agent readiness — 27/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility
0 / 6
MCP Server
0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling derived
0.9 / 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
Delegated User Identity
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
Pagination
5 / 5
Distinct Operations
3.0 / 3
6
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
42.7
Agent
19.6
Kin Score
How this is scored →scored 2026-10-31 · rubric v0.25.0
Composite quality — 42.7/100 · developing
Contract Quality
14.2 / 25
Developer Ergonomics
11.4 / 20
0 / 0
Operational Transparency
3.1 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
4.6 / 15
Agent readiness — 20/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility
0 / 6
MCP Server
0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling derived
0.9 / 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
Delegated User Identity
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
Pagination
5 / 5
Distinct Operations
3.0 / 3
7
DSV Developing 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
40.1
Agent
30.5
Kin Score
How this is scored →scored 2026-10-31 · rubric v0.25.0
Composite quality — 40.1/100 · developing
Contract Quality
11.8 / 25
Developer Ergonomics
9.5 / 20
0 / 0
Operational Transparency
4.4 / 13
0 / 0
Discoverability
6.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
2.9 / 15
Agent readiness — 31/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling
0 / 7
Typed Event Surface unknown
5.4 / 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
Delegated User Identity
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
Pagination
0 / 5
Distinct Operations
3.0 / 3
Thin 9 26.2 – 39.2 Limited machine-readable signal beyond documentation a human can read.
8
ShipBob Thin 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
37.2
Agent
33.9
Kin Score
How this is scored →scored 2026-10-31 · rubric v0.25.0
Composite quality — 37.2/100 · thin
Contract Quality
14.0 / 25
Developer Ergonomics
7.1 / 20
0 / 0
Operational Transparency
3.4 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
2.5 / 15
Agent readiness — 34/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility
0 / 6
MCP Server documented
4.8 / 12
Machine-Readable Auth bearer
3.5 / 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
Delegated User Identity
0 / 6
Protected Resource Metadata
5.0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
Pagination
0 / 5
Distinct Operations
3.0 / 3
9
Expeditors International of Washington Thin agent aware Freight Forwarders
Expeditors International of Washington is a Fortune 500 global logistics company providing air and ocean freight forwarding, customs brokerage and trade comp...
Composite
35.7
Agent
16.2
Kin Score
How this is scored →scored 2026-10-31 · rubric v0.25.0
Composite quality — 35.7/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
11.4 / 20
0 / 0
Operational Transparency
5.8 / 13
0 / 0
Discoverability
6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
5.1 / 15
Agent readiness — 16/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
0 / 12
Machine-Readable Auth served
9.0 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 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
Delegated User Identity
6.0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
Pagination
5 / 5
Distinct Operations
3 / 3
10
project44 Thin agent aware Visibility Platforms
project44 is the supply chain visibility platform that connects, automates, and provides predictive analytics across multimodal shipments worldwide.
Composite
33.4
Agent
23.5
Kin Score
How this is scored →scored 2026-10-31 · rubric v0.25.0
Composite quality — 33.4/100 · thin
Contract Quality
15.3 / 25
Developer Ergonomics
4.8 / 20
0 / 0
Operational Transparency
1.4 / 13
0 / 0
Discoverability
5.7 / 10
Regulatory · AI & Biometrics
4.7 / 15
Agent readiness — 24/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility
0 / 6
MCP Server
0 / 12
Machine-Readable Auth negotiable
7.5 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling derived
0.9 / 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
Delegated User Identity
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
Pagination
5 / 5
Distinct Operations
3.0 / 3
11
Kinaxis Thin agent aware 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
31.8
Agent
20.5
Kin Score
How this is scored →scored 2026-10-31 · rubric v0.25.0
Composite quality — 31.8/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
7.1 / 20
0 / 0
Operational Transparency
2.1 / 13
0 / 0
Discoverability
7.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
4.2 / 15
Agent readiness — 21/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
0 / 12
Machine-Readable Auth served
9.0 / 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
4 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
Delegated User Identity
6.0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
6 / 6
Agentic Commerce Well-Known Document
0 / 5
Pagination
5 / 5
Distinct Operations
3 / 3
12
Shippeo Thin agent aware 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
31.5
Agent
23.0
Kin Score
How this is scored →scored 2026-10-31 · rubric v0.25.0
Composite quality — 31.5/100 · thin
Contract Quality
12.6 / 25
Developer Ergonomics
6.0 / 20
0 / 0
Operational Transparency
3.1 / 13
0 / 0
Discoverability
6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
1.8 / 15
Agent readiness — 23/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility
0 / 6
MCP Server
0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling derived
0.9 / 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
Delegated User Identity
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
Pagination
0 / 5
Distinct Operations
3.0 / 3
13
CargoWise Thin agent aware Supply Chain Software
CargoWise is WiseTech Global's logistics execution platform - a single-database ERP for international freight forwarding, customs, warehousing, transport, an...
Composite
31.0
Agent
13.3
Kin Score
How this is scored →scored 2026-10-31 · rubric v0.25.0
Composite quality — 31.0/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
5.7 / 20
0 / 0
Operational Transparency
2.1 / 13
0 / 0
Discoverability
6.4 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
3.8 / 15
Agent readiness — 13/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
0 / 12
Machine-Readable Auth served
9.0 / 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
Delegated User Identity
6.0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
Pagination
5 / 5
Distinct Operations
3 / 3
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
29.0
Agent
23.5
Kin Score
How this is scored →scored 2026-10-31 · rubric v0.25.0
Composite quality — 29.0/100 · thin
Contract Quality
11.7 / 25
Developer Ergonomics
6.2 / 20
0 / 0
Operational Transparency
2.7 / 13
0 / 0
Discoverability
7.1 / 10
Regulatory · Telecommunications
0.6 / 15
Agent readiness — 24/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
0 / 12
Machine-Readable Auth bearer
3.5 / 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
Delegated User Identity
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
Pagination
0 / 5
Distinct Operations mostly
1.5 / 3
15
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
28.8
Agent
20.7
Kin Score
How this is scored →scored 2026-10-31 · rubric v0.25.0
Composite quality — 28.8/100 · thin
Contract Quality
10.9 / 25
Developer Ergonomics
6.4 / 20
0 / 0
Operational Transparency
1.7 / 13
0 / 0
Discoverability
6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
1.8 / 15
Agent readiness — 21/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility
0 / 6
MCP Server
0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling derived
0.9 / 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
Delegated User Identity
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
Pagination partial
2.5 / 5
Distinct Operations
3.0 / 3
16
Forto Thin 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
27.6
Agent
19.6
Kin Score
How this is scored →scored 2026-10-31 · rubric v0.25.0
Composite quality — 27.6/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
11.4 / 20
0 / 0
Operational Transparency
2.1 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
3.8 / 15
Agent readiness — 20/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility
0 / 6
MCP Server
0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling derived
0.9 / 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
Delegated User Identity
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
Pagination
5 / 5
Distinct Operations
3.0 / 3
Emerging 5 11 – 26.1 More than an index entry but still mostly links rather than artifacts.
17
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
24.0
Agent
24.5
Kin Score
How this is scored →scored 2026-10-31 · rubric v0.25.0
Composite quality — 24.0/100 · emerging
Contract Quality
11.6 / 25
Developer Ergonomics
4.3 / 20
0 / 0
Operational Transparency
0.7 / 13
0 / 0
Discoverability
7.1 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
0.0 / 15
Agent readiness — 25/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
0 / 12
Machine-Readable Auth bearer
3.5 / 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
Delegated User Identity
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
Pagination
0 / 5
Distinct Operations
3.0 / 3
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
23.8
Agent
8.9
Kin Score
How this is scored →scored 2026-10-31 · rubric v0.25.0
Composite quality — 23.8/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
10.5 / 20
0 / 0
Operational Transparency
3.8 / 13
0 / 0
Discoverability
6.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
0.9 / 15
Agent readiness — 9/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface unknown
5.4 / 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
Delegated User Identity
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
Pagination
5 / 5
Distinct Operations
3 / 3
19
Zencargo Emerging 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
23.5
Agent
23.1
Kin Score
How this is scored →scored 2026-10-31 · rubric v0.25.0
Composite quality — 23.5/100 · emerging
Contract Quality
8.8 / 25
Developer Ergonomics
6.2 / 20
0 / 0
Operational Transparency
1.7 / 13
0 / 0
Discoverability
6.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
1.8 / 15
Agent readiness — 23/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server documented
4.8 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling derived
0.9 / 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
Delegated User Identity
0 / 6
Protected Resource Metadata
5.0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
Pagination
5 / 5
Distinct Operations
3 / 3
20
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
22.6
Agent
16.7
Kin Score
How this is scored →scored 2026-10-31 · rubric v0.25.0
Composite quality — 22.6/100 · emerging
Contract Quality
10.8 / 25
Developer Ergonomics
6.2 / 20
0 / 0
Operational Transparency
0.7 / 13
0 / 0
Discoverability
7.1 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
0.0 / 15
Agent readiness — 17/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
0 / 12
Machine-Readable Auth bearer
3.5 / 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
Delegated User Identity
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
Pagination
0 / 5
Distinct Operations
3.0 / 3
22
Flexport Emerging agent ready Freight Forwarders
Flexport is a digital freight forwarder and logistics platform that orchestrates global ocean, air, ground, and customs operations for shippers.
Composite
16.1
Agent
37.5
Kin Score
How this is scored →scored 2026-10-31 · rubric v0.25.0
Composite quality — 16.1/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
4.8 / 20
0 / 0
Operational Transparency
2.7 / 13
0 / 0
Discoverability
5.7 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
4.1 / 15
Agent readiness — 38/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility
0 / 6
MCP Server documented
4.8 / 12
Machine-Readable Auth served
9.0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling derived
0.9 / 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
Delegated User Identity
6.0 / 6
Protected Resource Metadata
5.0 / 5
Registration Without a Human
6 / 6
Agentic Commerce Well-Known Document
0 / 5
Pagination
0 / 5
Distinct Operations
3.0 / 3
Minimal 2 0 – 10.9 Index entry only; little beyond a description and a link.
23
FourKites Minimal human only 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
8.7
Agent
0.6
Kin Score
How this is scored →scored 2026-10-31 · rubric v0.25.0
Composite quality — 8.7/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
1.9 / 20
0 / 0
Operational Transparency
1.4 / 13
0 / 0
Discoverability
5.7 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
0.9 / 15
Agent readiness — 1/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
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 derived
0.9 / 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
Delegated User Identity
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
Pagination
5 / 5
Distinct Operations
3 / 3
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
1.1
Agent
0.0
Kin Score
How this is scored →scored 2026-10-31 · rubric v0.25.0
Composite quality — 1.1/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
2.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
0.9 / 15
Agent readiness — 0/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
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
Delegated User Identity
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
Pagination
5 / 5
Distinct Operations
3 / 3
Industry Bodies & Standards 1 Trade bodies and standards organizations — they define how the sector exchanges data rather than selling an API.
21
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
21.9
Agent
22.4
Kin Score
How this is scored →scored 2026-10-31 · rubric v0.25.0
Composite quality — 21.9/100 · emerging
Contract Quality
12.6 / 25
Developer Ergonomics
1.9 / 20
0 / 0
Operational Transparency
0.7 / 13
0 / 0
Discoverability
6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
0.7 / 15
Agent readiness — 22/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
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
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
Delegated User Identity
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
Pagination partial
2.5 / 5
Distinct Operations
3.0 / 3
Regulators 1 Supervisory and safety authorities, not commercial providers in this market.
4
HMRC UK Tax Authority Developing 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
46.5
Agent
24.6
Kin Score
How this is scored →scored 2026-10-31 · rubric v0.25.0
Composite quality — 46.5/100 · developing
Contract Quality
14.1 / 25
Developer Ergonomics
11.7 / 20
0 / 0
Operational Transparency
5.1 / 13
0 / 0
Discoverability
6.3 / 10
Regulatory · Government & Public Sector
5.4 / 15
Agent readiness — 25/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility
0 / 6
MCP Server
0 / 12
Machine-Readable Auth negotiable
7.5 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling derived
0.9 / 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
Delegated User Identity documented
3.0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
Pagination
5 / 5
Distinct Operations
3.0 / 3