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Air Traffic & Airspace

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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32 providers

Strong 3 54.3 – 66.4 Solid contracts, transparent operations, and an easy start.
1
FlightAware screenshot
FlightAware Strong agent ready

FlightAware is a global flight tracking and data platform that provides real-time flight tracking, mapping, and predictive technology to both individual user...

Composite
56.7
Agent
35.1
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 56.7/100 · strong
Contract Quality 15.1 / 25
Developer Ergonomics 9.4 / 20
0 / 0
Operational Transparency 9.9 / 13
0 / 0
Discoverability 5.7 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 3.7 / 15
Agent readiness — 35/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 6.0 / 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 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
2
Aviation Edge screenshot
Aviation Edge Strong agent ready

Aviation Edge is a leading provider of aviation data and technology solutions for the global aviation industry. The company offers comprehensive and accurate...

Composite
56.3
Agent
33.1
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 56.3/100 · strong
Contract Quality 12.7 / 25
Developer Ergonomics 14.6 / 20
0 / 0
Operational Transparency 4.4 / 13
0 / 0
Discoverability 7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 3.7 / 15
Agent readiness — 33/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 6 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 9 / 9
Stable Error Semantics documented 4.0 / 8
Request/Response Examples 7.0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 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 4 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
3
FlightFinder screenshot
FlightFinder Strong agent ready

Read-only JSON API over a merged aviation-safety corpus: 164,068 accident narratives aggregated from 130 official investigation authorities (NTSB, ATSB, AAIB...

Composite
55.2
Agent
43.0
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 55.2/100 · strong
Contract Quality 12.2 / 25
Developer Ergonomics 14.2 / 20
0 / 0
Operational Transparency 4.1 / 13
0 / 0
Discoverability 8.5 / 10
Regulatory · Government & Public Sector 3.7 / 15
Agent readiness — 43/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 12.0 / 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 7.0 / 7
Typed Event Surface 0 / 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
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Developing 3 39.3 – 54.2 Real signal across most facets with visible, nameable gaps.
4
Federal Aviation Administration screenshot
Federal Aviation Administration Developing agent aware

The Federal Aviation Administration (FAA) is the United States civil aviation authority, an operating administration of the U.S. Department of Transportation...

Composite
53.7
Agent
28.2
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 53.7/100 · developing
Contract Quality 12.2 / 25
Developer Ergonomics 11.3 / 20
0 / 0
Operational Transparency 7.9 / 13
0 / 0
Discoverability 7.3 / 10
Regulatory · Government & Public Sector 4.6 / 15
Agent readiness — 28/100 · 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 derived 1.0 / 8
Request/Response Examples partial 3.5 / 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
5
UK Civil Aviation Authority screenshot
UK Civil Aviation Authority Developing agent aware

The UK Civil Aviation Authority (CAA) is the United Kingdom's independent aviation regulator and a public corporation of the Department for Transport. It lic...

Composite
43.0
Agent
23.3
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 43.0/100 · developing
Contract Quality 14.2 / 25
Developer Ergonomics 9.9 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 8.4 / 10
Regulatory · Government & Public Sector 4.0 / 15
Agent readiness — 23/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 6 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 9 / 9
Stable Error Semantics derived 1.0 / 8
Request/Response Examples documented 1.8 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 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 4 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
6
Aloft screenshot
Aloft Developing agent aware

Aloft (aloft.ai, formerly Kittyhawk.io) is the leading FAA-approved provider of drone airspace and fleet-management software in the United States, powering t...

Composite
42.8
Agent
21.4
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 42.8/100 · developing
Contract Quality 9.9 / 25
Developer Ergonomics 9.4 / 20
0 / 0
Operational Transparency 3.8 / 13
0 / 0
Discoverability 6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 5.3 / 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 derived 1.0 / 8
Request/Response Examples partial 3.5 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 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
Thin 8 26.2 – 39.2 Limited machine-readable signal beyond documentation a human can read.
7
Flightradar24 screenshot
Flightradar24 Thin agent ready

Flightradar24 is the world's most popular real-time flight tracking platform, monitoring over 250,000 daily flights using data from a global network of ADS-B...

Composite
38.4
Agent
30.2
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 38.4/100 · thin
Contract Quality 15.0 / 25
Developer Ergonomics 11.4 / 20
0 / 0
Operational Transparency 0.3 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 2.5 / 15
Agent readiness — 30/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 6 / 6
MCP Server documented 4.8 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 9 / 9
Stable Error Semantics 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 4 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
8
AeroDataBox screenshot
AeroDataBox Thin agent aware

AeroDataBox is an affordable aviation and flight data API platform tailored for small and medium businesses, individual developers, researchers, and students...

Composite
36.4
Agent
26.2
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 36.4/100 · thin
Contract Quality 14.4 / 25
Developer Ergonomics 4.3 / 20
0 / 0
Operational Transparency 0.7 / 13
0 / 0
Discoverability 6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 2.8 / 15
Agent readiness — 26/100 · 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 0 / 10
Idempotency 0 / 9
Stable Error Semantics 8.0 / 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
9
Rockwell Collins screenshot
Rockwell Collins Thin agent aware

Rockwell Collins was a major American company providing avionics and information technology systems and services to government agencies and aircraft manufact...

Composite
35.7
Agent
27.2
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 35.7/100 · thin
Contract Quality 14.6 / 25
Developer Ergonomics 7.6 / 20
0 / 0
Operational Transparency 3.8 / 13
0 / 0
Discoverability 6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 2.5 / 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 0 / 8
Request/Response Examples 7.0 / 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
10
Airspace Link screenshot
Airspace Link Thin agent aware

Airspace Link provides digital infrastructure for safer skies, operating the AirHub platform for drone and unmanned aircraft system (UAS) operations. Its Air...

Composite
33.3
Agent
6.3
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 33.3/100 · thin
Contract Quality 0.0 / 25
Developer Ergonomics 13.2 / 20
0 / 0
Operational Transparency 1.4 / 13
0 / 0
Discoverability 7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 5.1 / 15
Agent readiness — 6/100 · 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 documented 4.0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 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
11
OpenSky Network screenshot
OpenSky Network Thin agent ready

Open-source flight tracking network with a REST API for accessing real-time and historical ADS-B aircraft state vectors, flight tracks, and airport arrivals ...

Composite
31.5
Agent
32.5
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 31.5/100 · thin
Contract Quality 14.3 / 25
Developer Ergonomics 5.2 / 20
0 / 0
Operational Transparency 1.7 / 13
0 / 0
Discoverability 6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 3.1 / 15
Agent readiness — 33/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 6 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 9 / 9
Stable Error Semantics 8.0 / 8
Request/Response Examples partial 3.5 / 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 4 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
12
ADS-B Exchange screenshot
ADS-B Exchange Thin agent ready

Unfiltered flight tracking network with REST APIs for accessing real-time aircraft positions, military flights, and global ADS-B flight data without filterin...

Composite
31.3
Agent
30.6
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 31.3/100 · thin
Contract Quality 15.5 / 25
Developer Ergonomics 4.8 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 2.5 / 15
Agent readiness — 31/100 · 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 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
13
Airlabs screenshot
Airlabs Thin agent aware

Aviation data REST API providing real-time flight status, schedules, routes, airports, airlines, aircraft data, and delays from 250+ airlines and 3,500+ airp...

Composite
30.5
Agent
27.4
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 30.5/100 · thin
Contract Quality 13.5 / 25
Developer Ergonomics 4.8 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 3.1 / 15
Agent readiness — 27/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 6 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 9 / 9
Stable Error Semantics 8.0 / 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 4 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
14
FlightLabs screenshot
FlightLabs Thin agent ready

Aviation data REST API providing real-time and historical flight information, airline schedules, aircraft data, airport details, and global flight tracking w...

Composite
29.6
Agent
46.7
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 29.6/100 · thin
Contract Quality 13.7 / 25
Developer Ergonomics 4.8 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 6.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 2.5 / 15
Agent readiness — 47/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 6 / 6
MCP Server 12.0 / 12
Machine-Readable Auth served 9.0 / 10
Idempotency 9 / 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 4 / 4
Delegated User Identity 6.0 / 6
Protected Resource Metadata 5.0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Emerging 9 11 – 26.1 More than an index entry but still mostly links rather than artifacts.
15
Civil Aviation Safety Authority (CASA) screenshot
Civil Aviation Safety Authority (CASA) Emerging agent aware

The Civil Aviation Safety Authority (CASA) is Australia's independent statutory aviation safety regulator, established under the Civil Aviation Act 1988. It ...

Composite
24.9
Agent
7.6
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 24.9/100 · emerging
Contract Quality 2.5 / 25
Developer Ergonomics 7.5 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 7.1 / 10
Regulatory · Government & Public Sector 4.0 / 15
Agent readiness — 8/100 · 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 documented 4.0 / 8
Request/Response Examples documented 1.8 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 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
16
AirWise Solutions screenshot
AirWise Solutions Emerging human only

AirWise Solutions is a Tulsa, Oklahoma drone operations software company founded in 2021. Its airwiseOS platform covers the full mission lifecycle for public...

Composite
23.8
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 23.8/100 · emerging
Contract Quality 0.0 / 25
Developer Ergonomics 7.6 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 4.3 / 15
Agent readiness — 5/100 · human only
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 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
17
Transport Canada screenshot
Transport Canada Emerging human only

Transport Canada (Transports Canada) is the federal department that regulates aviation, marine, rail and road transportation in Canada under the Aeronautics ...

Composite
22.0
Agent
3.2
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 22.0/100 · emerging
Contract Quality 1.3 / 25
Developer Ergonomics 6.7 / 20
0 / 0
Operational Transparency 0.3 / 13
0 / 0
Discoverability 7.2 / 10
Regulatory · Government & Public Sector 3.7 / 15
Agent readiness — 3/100 · human only
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 derived 1.0 / 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
18
Aviationstack screenshot
Aviationstack Emerging agent aware

Aviationstack is a comprehensive aviation data platform that provides real-time, accurate, and reliable information about flights, airlines, airports, and ai...

Composite
21.3
Agent
17.8
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 21.3/100 · emerging
Contract Quality 9.7 / 25
Developer Ergonomics 3.8 / 20
0 / 0
Operational Transparency 1.4 / 13
0 / 0
Discoverability 6.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 0.9 / 15
Agent readiness — 18/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 6 / 6
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 9 / 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 4 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
19
Avision screenshot
Avision Emerging human only

Avision is airspace infrastructure for drone and Advanced Air Mobility operations. The platform delivers FAA airspace services — LAANC flight authorizations,...

Composite
18.7
Agent
0.0
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 18.7/100 · emerging
Contract Quality 0.0 / 25
Developer Ergonomics 1.4 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 4.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 2.1 / 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
20
ICAO screenshot
ICAO Emerging human only

The International Civil Aviation Organization (ICAO) is a specialized agency of the United Nations that codifies the principles and techniques of internation...

Composite
17.0
Agent
1.9
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 17.0/100 · emerging
Contract Quality 1.6 / 25
Developer Ergonomics 5.2 / 20
0 / 0
Operational Transparency 1.0 / 13
0 / 0
Discoverability 6.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 1.5 / 15
Agent readiness — 2/100 · 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 documented 1.8 / 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
21
Fortem Technologies screenshot
Fortem Technologies Emerging human only

Fortem Technologies is an airspace security and defense company based in Lindon, Utah that builds counter-unmanned aircraft systems (C-UAS) for military, gov...

Composite
11.9
Agent
0.0
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 11.9/100 · emerging
Contract Quality 0.0 / 25
Developer Ergonomics 2.4 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 5.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 2.1 / 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
22
Skyryse screenshot
Skyryse Emerging human only

Skyryse is an El Segundo, California aviation technology company founded in 2016 by Mark Groden and Mitch Adler that builds SkyOS, a universal operating syst...

Composite
11.4
Agent
0.0
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 11.4/100 · emerging
Contract Quality 0.0 / 25
Developer Ergonomics 1.4 / 20
0 / 0
Operational Transparency 0.3 / 13
0 / 0
Discoverability 5.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 2.1 / 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
23
Aviyair screenshot
Aviyair Emerging human only

Aviyair provides global coverage of flight and airport information including real-time and historical flight tracking, flight schedules with airline arrival ...

Composite
11.1
Agent
0.6
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 11.1/100 · emerging
Contract Quality 0.0 / 25
Developer Ergonomics 3.8 / 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
Minimal 9 0 – 10.9 Index entry only; little beyond a description and a link.
24
Dedrone screenshot
Dedrone Minimal human only

Dedrone is a counter-drone (counter-UAS) airspace security company that detects, tracks, identifies, and helps mitigate unauthorized drones and unmanned aeri...

Composite
10.3
Agent
0.0
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 10.3/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 1.4 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 4.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 2.1 / 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
25
Spire Global screenshot
Spire Global Minimal human only

Spire Global operates a constellation of more than 100 LEMUR nanosatellites collecting maritime AIS, aviation ADS-B, GNSS-RO weather profiles, and RF geoloca...

Composite
9.8
Agent
0.6
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 9.8/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 1.9 / 20
0 / 0
Operational Transparency 1.0 / 13
0 / 0
Discoverability 7.2 / 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
26
Wing screenshot
Wing Minimal human only

Wing is Alphabet's drone delivery subsidiary, spun out of Google X in 2018, with operating headquarters in Palo Alto, California and significant operations i...

Composite
5.3
Agent
0.0
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 5.3/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 0.2 / 20
0 / 0
Operational Transparency 0.7 / 13
0 / 0
Discoverability 4.9 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 1.8 / 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
27
Curtiss-Wright screenshot
Curtiss-Wright Minimal human only

Curtiss-Wright is a global integrated business that provides highly engineered products, solutions, and services mainly to the aerospace, defense, commercial...

Composite
3.7
Agent
0.0
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 3.7/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 0.0 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 4.9 / 10
Regulatory · Energy & Utilities 0.7 / 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
28
Apollo Shield screenshot
Apollo Shield Minimal human only

ApolloShield develops counter-drone (counter-UAS / cUAS) systems that detect, classify, and neutralize unauthorized aerial threats. Its product suite spans R...

Composite
3.4
Agent
0.0
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 3.4/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 0.0 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 4.8 / 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
29
Enhanced Radar screenshot
Enhanced Radar Minimal human only

Enhanced Radar is a San Francisco-based applied AI company building intelligent systems for aviation, the world's most complex transportation domain. Its wor...

Composite
3.4
Agent
0.0
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 3.4/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 0.0 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 4.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 0.8 / 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
30
General Aviation screenshot
General Aviation Minimal human only

General Aviation is a Y Combinator-backed startup (Spring 2026 batch) building a new air traffic control (ATC) system by connecting aircraft to the internet....

Composite
3.4
Agent
0.0
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 3.4/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 0.0 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 4.8 / 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
31
Milliray screenshot
Milliray Minimal human only

Milliray is an airspace-security company building millimeter-wave radar technology to detect, track, and classify the small drones that conventional radar sy...

Composite
2.6
Agent
0.0
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 2.6/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 0.0 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 4.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 0.0 / 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
32
AirMap screenshot
AirMap Minimal human only

AirMap was a drone airspace-management and unmanned traffic management (UTM) platform that provided airspace intelligence, flight planning, digital notice, a...

Composite
0.0
Agent
0.0
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 0.0/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 0.0 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 0.0 / 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