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Ireland

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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28 providers

Developing 4 39.3 – 54.2 Real signal across most facets with visible, nameable gaps.
1
AccountsIQ screenshot
AccountsIQ Developing agent aware

AccountsIQ is a cloud accounting and financial management platform for mid-sized businesses and multi-entity group structures, headquartered in Dublin, Irela...

Composite
54.2
Agent
20.9
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 54.2/100 · developing
Contract Quality 7.6 / 25
Developer Ergonomics 14.2 / 20
0 / 0
Operational Transparency 2.4 / 13
0 / 0
Discoverability 7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 4.4 / 15
Agent readiness — 21/100 · 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 derived 1.0 / 8
Request/Response Examples documented 1.8 / 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 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
Stotles screenshot
Stotles Developing agent native

Stotles is a B2G (business-to-government) public sector procurement and sales intelligence platform for the UK and Ireland. It aggregates procurement notices...

Composite
54.1
Agent
57.7
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 54.1/100 · developing
Contract Quality 13.5 / 25
Developer Ergonomics 9.9 / 20
0 / 0
Operational Transparency 4.1 / 13
0 / 0
Discoverability 7.5 / 10
Regulatory · Government & Public Sector 3.7 / 15
Agent readiness — 58/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 6 / 6
MCP Server 12.0 / 12
Machine-Readable Auth served 9.0 / 10
Idempotency 9 / 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 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
3
Centrica screenshot
Centrica Developing agent ready

Centrica plc is the FTSE-listed British energy and services group behind British Gas, the United Kingdom's largest household energy supplier, along with Bord...

Composite
48.2
Agent
32.2
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 48.2/100 · developing
Contract Quality 11.5 / 25
Developer Ergonomics 9.9 / 20
0 / 0
Operational Transparency 5.8 / 13
0 / 0
Discoverability 7.3 / 10
Regulatory · Energy & Utilities 4.8 / 15
Agent readiness — 32/100 · agent ready
Machine-Readable Contract 18 / 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 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 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
4
AMCS Group screenshot
AMCS Group Developing agent ready

AMCS Group is an enterprise cloud software provider for the waste, recycling, resource and transport industries, headquartered in Ireland and backed by Insig...

Composite
46.2
Agent
30.8
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 46.2/100 · developing
Contract Quality 10.7 / 25
Developer Ergonomics 15.6 / 20
0 / 0
Operational Transparency 2.4 / 13
0 / 0
Discoverability 7.9 / 10
Regulatory · Payments 3.1 / 15
Agent readiness — 31/100 · 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 8.0 / 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 2 26.2 – 39.2 Limited machine-readable signal beyond documentation a human can read.
5
Abi Global Health screenshot
Abi Global Health Thin agent aware

Abi Global Health is an AI-native healthcare navigation, virtual care orchestration and clinical cost management platform founded in Dublin, Ireland in 2016....

Composite
37.1
Agent
28.1
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 37.1/100 · thin
Contract Quality 9.8 / 25
Developer Ergonomics 6.7 / 20
0 / 0
Operational Transparency 1.4 / 13
0 / 0
Discoverability 7.3 / 10
Regulatory · Health 3.5 / 15
Agent readiness — 28/100 · 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 documented 4.0 / 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 4 / 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
6
University College Dublin screenshot
University College Dublin Thin agent aware

University College Dublin is Ireland's largest university, a public research institution in Belfield, Dublin. It operates no API programme: there is no devel...

Composite
32.2
Agent
24.5
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 32.2/100 · thin
Contract Quality 11.9 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 1.0 / 13
0 / 0
Discoverability 5.7 / 10
Regulatory · Education & Research 3.7 / 15
Agent readiness — 25/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 6 / 6
MCP Server 0 / 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
Emerging 6 11 – 26.1 More than an index entry but still mostly links rather than artifacts.
7
Ceartas screenshot
Ceartas Emerging human only

Ceartas (legal entity Ceartas DMCA Limited) is a Dublin, Ireland AI-powered brand protection and content-removal platform founded in 2021 by Dan Purcell (CEO...

Composite
25.4
Agent
0.0
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 25.4/100 · emerging
Contract Quality 0.0 / 25
Developer Ergonomics 1.4 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 5.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 2.7 / 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
8
LegitFit screenshot
LegitFit Emerging agent aware

LegitFit is an Irish gym, studio and fitness-business management platform based in Cork, serving gyms, yoga and pilates studios, CrossFit boxes, leisure cent...

Composite
24.3
Agent
28.4
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 24.3/100 · emerging
Contract Quality 0.0 / 25
Developer Ergonomics 3.8 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 7.5 / 10
Regulatory · Payments 4.2 / 15
Agent readiness — 28/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 12.0 / 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 5.0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
9
Trinity College Dublin screenshot
Trinity College Dublin Emerging human only

Trinity College Dublin, the University of Dublin, founded in 1592, is Ireland's oldest university and a legal deposit library for Ireland and the United King...

Composite
23.2
Agent
3.1
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 23.2/100 · emerging
Contract Quality 3.6 / 25
Developer Ergonomics 5.2 / 20
0 / 0
Operational Transparency 1.0 / 13
0 / 0
Discoverability 7.1 / 10
Regulatory · Education & Research 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 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
10
Open GI screenshot
Open GI Emerging human only

Open GI is a Worcester-headquartered insurance software house that has supplied the UK and Ireland general insurance market for more than 45 years, serving o...

Composite
19.7
Agent
0.0
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 19.7/100 · emerging
Contract Quality 0.0 / 25
Developer Ergonomics 3.3 / 20
0 / 0
Operational Transparency 2.1 / 13
0 / 0
Discoverability 5.7 / 10
Regulatory · Insurance 3.2 / 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
11
Offr screenshot
Offr Emerging human only

Offr (Offr.io Ltd) is a Dublin-based property technology (proptech) platform that digitizes end-to-end real estate transactions. Estate and letting agents em...

Composite
18.0
Agent
0.0
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 18.0/100 · emerging
Contract Quality 0.0 / 25
Developer Ergonomics 1.4 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 5.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 2.8 / 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
12
Carzone Emerging human only

Carzone is an Irish online marketplace for buying and selling new and used cars, motorcycles, and commercial vehicles. The platform offers vehicle listings, ...

Composite
11.1
Agent
0.0
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 0.0 / 20
0 / 0
Operational Transparency 1.4 / 13
0 / 0
Discoverability 5.7 / 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
Minimal 16 0 – 10.9 Index entry only; little beyond a description and a link.
13
OneBill Utilities Minimal human only

A La Carte SaaS provides a secure, AI‑powered financial comparison platform for utilities, mortgage, insurance and other financial products in Ireland. It of...

Composite
10.4
Agent
0.0
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 10.4/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 4.3 / 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
14
XOCEAN screenshot
XOCEAN Minimal human only

XOCEAN is an Irish ocean-data company, founded in 2017 and headquartered at the Rathcor Technical Centre in Co. Louth, Ireland, with offices in the UK, US, C...

Composite
9.8
Agent
0.0
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 1.0 / 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
15
data.gov.ie screenshot
data.gov.ie Minimal human only

data.gov.ie is a open data portal open-data portal for Ireland running CKAN. It exposes the CKAN catalog API, a standardized machine-readable interface over ...

Composite
9.1
Agent
0.6
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 9.1/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 1.9 / 20
0 / 0
Operational Transparency 0.7 / 13
0 / 0
Discoverability 6.6 / 10
Regulatory · Government & Public Sector 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
16
Ireland Open Data Catalogue screenshot
Ireland Open Data Catalogue Minimal human only

Ireland Open Data Catalogue is a national government open-data portal for Ireland running CKAN. It exposes the CKAN catalog API over approximately 1,467 data...

Composite
7.0
Agent
0.6
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 7.0/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 2.4 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 5.7 / 10
Regulatory · Government & Public Sector 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
17
Companies Registration Office Open Data screenshot
Companies Registration Office Open Data Minimal human only

Companies Registration Office Open Data is a government agency open-data portal for Ireland running CKAN. It exposes the CKAN catalog API over approximately ...

Composite
6.5
Agent
0.6
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 6.5/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 1.9 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 5.7 / 10
Regulatory · Government & Public Sector 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
18
Cork City Open Data screenshot
Cork City Open Data Minimal human only

Cork City Open Data is a municipal government open-data portal for Ireland running CKAN. It exposes the CKAN catalog API over approximately 32 datasets.

Composite
6.5
Agent
0.6
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 6.5/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 1.9 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 5.7 / 10
Regulatory · Government & Public Sector 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
19
Irish Agriculture Open Data screenshot
Irish Agriculture Open Data Minimal human only

Irish Agriculture Open Data is a federal government open-data portal for Ireland running CKAN. It exposes the CKAN catalog API over approximately 56 datasets.

Composite
6.5
Agent
0.6
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 6.5/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 1.9 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 5.7 / 10
Regulatory · Government & Public Sector 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
20
Irish Housing Open Data screenshot
Irish Housing Open Data Minimal human only

Irish Housing Open Data is a federal government open-data portal for Ireland running CKAN. It exposes the CKAN catalog API over approximately 461 datasets.

Composite
6.5
Agent
0.6
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 6.5/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 1.9 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 5.7 / 10
Regulatory · Government & Public Sector 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
21
Kildare County Council Open Data screenshot
Kildare County Council Open Data Minimal human only

Kildare County Council Open Data is a county government open-data portal for Ireland running CKAN. It exposes the CKAN catalog API over approximately 80 data...

Composite
6.5
Agent
0.6
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 6.5/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 1.9 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 5.7 / 10
Regulatory · Government & Public Sector 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
22
Limerick Open Data Catalogue screenshot
Limerick Open Data Catalogue Minimal human only

Limerick Open Data Catalogue is a municipal government open-data portal for Ireland running CKAN. It exposes the CKAN catalog API over approximately 82 datas...

Composite
6.5
Agent
0.6
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 6.5/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 1.9 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 5.7 / 10
Regulatory · Government & Public Sector 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
23
NBCO Open Data screenshot
NBCO Open Data Minimal human only

NBCO Open Data is a government agency open-data portal for Ireland running CKAN. It exposes the CKAN catalog API over approximately 2 datasets.

Composite
6.5
Agent
0.6
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 6.5/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 1.9 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 5.7 / 10
Regulatory · Government & Public Sector 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
24
NCSE Open Data screenshot
NCSE Open Data Minimal human only

NCSE Open Data is a government agency open-data portal for Ireland running CKAN. It exposes the CKAN catalog API over approximately 70 datasets.

Composite
6.5
Agent
0.6
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 6.5/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 1.9 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 5.7 / 10
Regulatory · Government & Public Sector 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
25
SmartDublin Open Data screenshot
SmartDublin Open Data Minimal human only

SmartDublin Open Data is a municipal government open-data portal for Ireland running CKAN. It exposes the CKAN catalog API over approximately 929 datasets.

Composite
6.5
Agent
0.6
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 6.5/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 1.9 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 5.7 / 10
Regulatory · Government & Public Sector 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
Teagasc Open Data screenshot
Teagasc Open Data Minimal human only

Teagasc Open Data is a government agency open-data portal for Ireland running CKAN. It exposes the CKAN catalog API over approximately 18 datasets.

Composite
6.5
Agent
0.6
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 6.5/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 1.9 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 5.7 / 10
Regulatory · Government & Public Sector 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
27
Tusla Child & Family Agency Open Data screenshot
Tusla Child & Family Agency Open Data Minimal human only

Tusla Child & Family Agency Open Data is a government agency open-data portal for Ireland running CKAN. It exposes the CKAN catalog API over approximately 1,...

Composite
6.5
Agent
0.6
Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 6.5/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 1.9 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 5.7 / 10
Regulatory · Government & Public Sector 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
28
Genomics Medicine Ireland screenshot
Genomics Medicine Ireland Minimal human only

Genomics Medicine Ireland (GMI) is a Dublin-based life-sciences company founded in 2015 to build a large-scale Irish genomic and clinical research programme,...

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 4.8 / 10
Regulatory · Health 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