Switzerland
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 2 54.3 – 66.4 Solid contracts, transparent operations, and an easy start.
1
Swisscom Strong agent ready
Swisscom is Switzerland's largest telecommunications provider and the incumbent mobile network operator, fixed-line carrier and IT services company for the S...
Composite
65.6
Agent
45.9
Kin Score
How this is scored →scored 2026-09-03 · rubric v0.18.2
Composite quality — 65.6/100 · strong
Contract Quality
16.8 / 25
Developer Ergonomics
15.1 / 20
Access Clarity
7.9 / 20
Operational Transparency
6.8 / 13
Contract Governance
2.2 / 12
Discoverability
8.7 / 10
Regulatory · Telecommunications
12.5 / 15
Agent readiness — 46/100 · 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 served
9.0 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling
0 / 7
Typed Event Surface
6 / 6
Agent Skills 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
6 / 6
Agentic Commerce Surface
0 / 5
2
SIX Strong agent ready
SIX operates the financial market infrastructure of Switzerland and Spain, including SIX Swiss Exchange, BME, and Swiss interbank clearing and securities ser...
Composite
54.9
Agent
44.0
Kin Score
How this is scored →scored 2026-09-03 · rubric v0.18.2
Composite quality — 54.9/100 · strong
Contract Quality
15.0 / 25
Developer Ergonomics
14.2 / 20
Access Clarity
6.8 / 20
Operational Transparency
5.8 / 13
Contract Governance
2.2 / 12
Discoverability
7.2 / 10
Regulatory · Banking & Open Finance
8.4 / 15
Agent readiness — 44/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility documented
2.4 / 6
MCP Server
0 / 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
7.0 / 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
6.0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Surface
0 / 5
Developing 8 39.3 – 54.2 Real signal across most facets with visible, nameable gaps.
3
Sygnum Developing agent ready
Sygnum is a regulated digital asset banking group, headquartered in Zurich with a Singapore arm, that received a Swiss FINMA banking and securities dealer li...
Composite
53.4
Agent
37.8
Kin Score
How this is scored →scored 2026-09-03 · rubric v0.18.2
Composite quality — 53.4/100 · developing
Contract Quality
10.4 / 25
Developer Ergonomics
12.9 / 20
Access Clarity
10.5 / 20
Operational Transparency
2.7 / 13
Contract Governance
2.2 / 12
Discoverability
8.2 / 10
Regulatory · Banking & Open Finance
11.2 / 15
Agent readiness — 38/100 · 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 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
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 Surface
0 / 5
4
Certifaction Developing agent aware
Certifaction is a privacy-first digital signature platform built around a Zero Document Knowledge model: documents are hashed and end-to-end encrypted on the...
Composite
51.1
Agent
27.1
Kin Score
How this is scored →scored 2026-09-03 · rubric v0.18.2
Composite quality — 51.1/100 · developing
Contract Quality
13.4 / 25
Developer Ergonomics
13.7 / 20
Access Clarity
10.8 / 20
Operational Transparency
3.4 / 13
Contract Governance
2.2 / 12
Discoverability
7.6 / 10
Agent readiness — 27/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility documented
2.4 / 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
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 Surface
0 / 5
5
University of Lausanne Developing agent ready
The University of Lausanne (UNIL) is a public research university in Lausanne, Switzerland, founded in 1537, with roughly 17,000 students across seven facult...
Composite
50.5
Agent
29.2
Kin Score
How this is scored →scored 2026-09-03 · rubric v0.18.2
Composite quality — 50.5/100 · developing
Contract Quality
14.7 / 25
Developer Ergonomics
7.1 / 20
Access Clarity
9.5 / 20
Operational Transparency
1.4 / 13
Contract Governance
4.3 / 12
Discoverability
8.5 / 10
Regulatory · Education & Research
9.2 / 15
Agent readiness — 29/100 · 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 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 Surface
0 / 5
6
bexio Developing agent ready
bexio is a Swiss cloud business-management platform for SMBs and self-employed, covering accounting, invoicing (incl. Swiss QR-bill), contacts, sales orders,...
Composite
48.2
Agent
39.6
Kin Score
How this is scored →scored 2026-09-03 · rubric v0.18.2
Composite quality — 48.2/100 · developing
Contract Quality
3.3 / 25
Developer Ergonomics
10.8 / 20
Access Clarity
18.4 / 20
Operational Transparency
8.2 / 13
Contract Governance
0.5 / 12
Discoverability
6.9 / 10
Agent readiness — 40/100 · 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 documented
4.0 / 8
Request/Response Examples
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
6 / 6
Agentic Commerce Surface
0 / 5
7
ETH Zurich – Swiss Federal Institute of Technology Developing agent ready
ETH Zurich (Eidgenössische Technische Hochschule Zürich) is Switzerland's federal institute of technology, founded in 1855 and part of the ETH Domain. Unlike...
Composite
45.4
Agent
32.5
Kin Score
How this is scored →scored 2026-09-03 · rubric v0.18.2
Composite quality — 45.4/100 · developing
Contract Quality
14.2 / 25
Developer Ergonomics
4.8 / 20
Access Clarity
10.5 / 20
Operational Transparency
3.4 / 13
Contract Governance
3.0 / 12
Discoverability
6.1 / 10
Regulatory · Education & Research
7.5 / 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 Surface
0 / 5
8
Coorpacademy Developing agent ready
Coorpacademy is a Swiss-French corporate digital-learning platform, founded in 2013 and acquired by Australian edtech Go1 in April 2022, now marketed as "Coo...
Composite
42.6
Agent
31.5
Kin Score
How this is scored →scored 2026-09-03 · rubric v0.18.2
Composite quality — 42.6/100 · developing
Contract Quality
14.3 / 25
Developer Ergonomics
7.5 / 20
Access Clarity
7.1 / 20
Operational Transparency
2.4 / 13
Contract Governance
2.2 / 12
Discoverability
5.0 / 10
Regulatory · Education & Research
8.3 / 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 bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
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 Surface
0 / 5
9
EPFL Developing agent aware
EPFL (École polytechnique fédérale de Lausanne) is a Swiss federal institute of technology in Lausanne and one of the two federal technical universities in t...
Composite
42.6
Agent
24.4
Kin Score
How this is scored →scored 2026-09-03 · rubric v0.18.2
Composite quality — 42.6/100 · developing
Contract Quality
6.9 / 25
Developer Ergonomics
7.1 / 20
Access Clarity
6.8 / 20
Operational Transparency
3.1 / 13
Contract Governance
3.8 / 12
Discoverability
7.6 / 10
Regulatory · Education & Research
11.4 / 15
Agent readiness — 24/100 · 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
0 / 8
Request/Response Examples documented
1.8 / 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 Surface
0 / 5
10
Swiss Food Composition Database Developing agent aware
The Swiss Food Composition Database is the official reference dataset on the nutrient composition of foods available in Switzerland, published by the Federal...
Composite
41.9
Agent
18.9
Kin Score
How this is scored →scored 2026-09-03 · rubric v0.18.2
Composite quality — 41.9/100 · developing
Contract Quality
10.3 / 25
Developer Ergonomics
7.0 / 20
Access Clarity
8.4 / 20
Operational Transparency
3.4 / 13
Contract Governance
0.5 / 12
Discoverability
6.9 / 10
Regulatory · Government & Public Sector
8.6 / 15
Agent readiness — 19/100 · 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 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 Surface
0 / 5
Thin 7 26.2 – 39.2 Limited machine-readable signal beyond documentation a human can read.
11
University of Geneva Thin agent aware
The University of Geneva (Université de Genève, UNIGE) is a public research university in Geneva, Switzerland, founded in 1559 and ranked #93 in the QS World...
Composite
38.0
Agent
28.5
Kin Score
How this is scored →scored 2026-09-03 · rubric v0.18.2
Composite quality — 38.0/100 · thin
Contract Quality
10.7 / 25
Developer Ergonomics
8.6 / 20
Access Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Contract Governance
3.0 / 12
Discoverability
5.9 / 10
Regulatory · Education & Research
4.7 / 15
Agent readiness — 29/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility documented
2.4 / 6
MCP Server
0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples documented
1.8 / 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 Surface
0 / 5
12
University of Basel Thin agent aware
The University of Basel (Universität Basel) is the oldest university in Switzerland, founded in 1460, and a canton-funded public research university. It oper...
Composite
34.4
Agent
5.9
Kin Score
How this is scored →scored 2026-09-03 · rubric v0.18.2
Composite quality — 34.4/100 · thin
Contract Quality
1.1 / 25
Developer Ergonomics
7.5 / 20
Access Clarity
10.0 / 20
Operational Transparency
1.7 / 13
Contract Governance
2.2 / 12
Discoverability
7.4 / 10
Regulatory · Education & Research
8.6 / 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
0 / 8
Request/Response Examples
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
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Surface
0 / 5
13
Hakuna Thin agent aware
hakuna AG is a Swiss digital time-tracking and personnel-management platform for SMEs. The browser- and mobile-based product centralizes workforce administra...
Composite
33.5
Agent
26.1
Kin Score
How this is scored →scored 2026-09-03 · rubric v0.18.2
Composite quality — 33.5/100 · thin
Contract Quality
4.3 / 25
Developer Ergonomics
9.4 / 20
Access Clarity
8.9 / 20
Operational Transparency
2.7 / 13
Contract Governance
0.5 / 12
Discoverability
7.6 / 10
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 bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
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
0 / 4
Delegated User Identity
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Surface
0 / 5
14
Memo Therapeutics Thin agent aware
Memo Therapeutics AG ("MTx"), an Ipsen company, is a late-stage biotechnology company headquartered at Wagistrasse 27 in Schlieren / Zurich, Switzerland, wit...
Composite
32.3
Agent
21.8
Kin Score
How this is scored →scored 2026-09-03 · rubric v0.18.2
Composite quality — 32.3/100 · thin
Contract Quality
13.1 / 25
Developer Ergonomics
2.7 / 20
Access Clarity
4.2 / 20
Operational Transparency
0.0 / 13
Contract Governance
2.2 / 12
Discoverability
8.2 / 10
Regulatory · Health
4.7 / 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 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
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 Surface
0 / 5
15
CUTISS Thin agent ready
CUTISS AG is a Swiss late-stage clinical TechBio company headquartered at the Bio-Technopark in Schlieren, Zurich, founded in 2017 as a spin-off of the Tissu...
Composite
31.6
Agent
32.1
Kin Score
How this is scored →scored 2026-09-03 · rubric v0.18.2
Composite quality — 31.6/100 · thin
Contract Quality
14.0 / 25
Developer Ergonomics
4.2 / 20
Access Clarity
4.2 / 20
Operational Transparency
0.0 / 13
Contract Governance
0.5 / 12
Discoverability
6.9 / 10
Regulatory · Health
4.7 / 15
Agent readiness — 32/100 · 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 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
4 / 4
Delegated User Identity
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Surface
0 / 5
16
University of Bern Thin human only
The University of Bern (Universität Bern), founded in 1834, is a comprehensive public research university in the Swiss capital with around 16,000 students ac...
Composite
30.8
Agent
2.5
Kin Score
How this is scored →scored 2026-09-03 · rubric v0.18.2
Composite quality — 30.8/100 · thin
Contract Quality
3.6 / 25
Developer Ergonomics
3.3 / 20
Access Clarity
7.9 / 20
Operational Transparency
3.4 / 13
Contract Governance
2.2 / 12
Discoverability
6.5 / 10
Regulatory · Education & Research
8.1 / 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
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
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Surface
0 / 5
17
University of Zurich Thin human only
The University of Zurich (UZH) is Switzerland's largest university, founded in 1833, with roughly 28,000 students across seven faculties. UZH operates no cen...
Composite
30.1
Agent
5.0
Kin Score
How this is scored →scored 2026-09-03 · rubric v0.18.2
Composite quality — 30.1/100 · thin
Contract Quality
1.1 / 25
Developer Ergonomics
5.7 / 20
Access Clarity
10.0 / 20
Operational Transparency
3.1 / 13
Contract Governance
0.0 / 12
Discoverability
7.4 / 10
Regulatory · Education & Research
6.9 / 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 Surface
0 / 5
Emerging 9 11 – 26.1 More than an index entry but still mostly links rather than artifacts.
18
MindMaze Emerging agent ready
MindMaze Therapeutics Holding SA (SIX: MMTX) is a Swiss precision-neurotherapeutics company headquartered in Lausanne, with a Geneva holding entity and a US ...
Composite
25.9
Agent
29.8
Kin Score
How this is scored →scored 2026-09-03 · rubric v0.18.2
Composite quality — 25.9/100 · emerging
Contract Quality
4.1 / 25
Developer Ergonomics
4.2 / 20
Access Clarity
4.2 / 20
Operational Transparency
0.0 / 13
Contract Governance
0.0 / 12
Discoverability
7.6 / 10
Regulatory · Health
8.6 / 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
0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
9 / 9
Stable Error Semantics documented
4.0 / 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
3 / 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 Surface
0 / 5
19
Exentis Group Emerging agent native
Exentis Group AG is a Swiss industrial technology company headquartered at Im Stetterfeld 2 in Stetten (canton Aargau), near Zurich, with facilities and subs...
Composite
25.4
Agent
38.8
Kin Score
How this is scored →scored 2026-09-03 · rubric v0.18.2
Composite quality — 25.4/100 · emerging
Contract Quality
4.1 / 25
Developer Ergonomics
4.2 / 20
Access Clarity
5.8 / 20
Operational Transparency
0.0 / 13
Contract Governance
0.5 / 12
Discoverability
7.6 / 10
Regulatory · Energy & Utilities
6.1 / 15
Agent readiness — 39/100 · agent native
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility
6 / 6
MCP Server
12.0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
9 / 9
Stable Error Semantics documented
4.0 / 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
4 / 4
Delegated User Identity
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Surface
0 / 5
20
Kuehne+Nagel Emerging agent aware
Kuehne+Nagel International AG is a Swiss freight forwarder and contract logistics provider headquartered in Schindellegi, Switzerland, and one of the largest...
Composite
24.6
Agent
23.7
Kin Score
How this is scored →scored 2026-09-03 · rubric v0.18.2
Composite quality — 24.6/100 · emerging
Contract Quality
12.9 / 25
Developer Ergonomics
1.9 / 20
Access Clarity
2.6 / 20
Operational Transparency
0.3 / 13
Contract Governance
0.0 / 12
Discoverability
6.9 / 10
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 Surface
0 / 5
21
Clicks Emerging human only
Clicks (Clicks Health) is an AI-native operations company that deploys AI agents to run complete healthcare back-office workflows. Its agents handle revenue ...
Composite
23.1
Agent
0.0
Kin Score
How this is scored →scored 2026-09-03 · rubric v0.18.2
Composite quality — 23.1/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.4 / 20
Access Clarity
8.7 / 20
Operational Transparency
4.1 / 13
Contract Governance
2.2 / 12
Discoverability
5.0 / 10
Regulatory · Health
4.5 / 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 Surface
0 / 5
22
Climeworks Emerging human only
Climeworks AG is a Swiss carbon dioxide removal company founded in 2009 as an ETH Zurich spin-off by Christoph Gebald and Jan Wurzbacher. It designs, builds ...
Composite
17.8
Agent
0.0
Kin Score
How this is scored →scored 2026-09-03 · rubric v0.18.2
Composite quality — 17.8/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.0 / 20
Access Clarity
7.6 / 20
Operational Transparency
0.3 / 13
Contract Governance
2.2 / 12
Discoverability
5.7 / 10
Regulatory · Energy & Utilities
3.9 / 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 Surface
0 / 5
23
opendata.swiss Emerging human only
opendata.swiss is a national government open-data portal for Switzerland running CKAN. It exposes the CKAN catalog API, a standardized machine-readable inter...
Composite
17.3
Agent
2.5
Kin Score
How this is scored →scored 2026-09-03 · rubric v0.18.2
Composite quality — 17.3/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.9 / 20
Access Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Contract Governance
0.0 / 12
Discoverability
6.9 / 10
Regulatory · Government & Public Sector
3.3 / 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
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
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Surface
0 / 5
24
Selectron Emerging human only
Selectron Systems AG is a Swiss rail-vehicle automation and safety supplier founded in 1956 in Lyss, Switzerland, and part of the Knorr-Bremse Group since 20...
Composite
17.1
Agent
0.0
Kin Score
How this is scored →scored 2026-09-03 · rubric v0.18.2
Composite quality — 17.1/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.4 / 20
Access Clarity
7.1 / 20
Operational Transparency
1.4 / 13
Contract Governance
2.2 / 12
Discoverability
5.0 / 10
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 Surface
0 / 5
25
Ecorobotix Emerging human only
Ecorobotix SA is a Swiss agricultural technology company founded in 2011 and headquartered in Yverdon-les-Bains, Switzerland, building AI-driven ultra-high-p...
Composite
16.9
Agent
5.0
Kin Score
How this is scored →scored 2026-09-03 · rubric v0.18.2
Composite quality — 16.9/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
3.8 / 20
Access Clarity
5.5 / 20
Operational Transparency
0.0 / 13
Contract Governance
0.0 / 12
Discoverability
7.6 / 10
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 Surface
0 / 5
26
KITRO Emerging human only
KITRO is a Swiss company founded in 2017 in Zurich that helps professional kitchens measure and reduce food waste through AI-powered automation. Its KITRO TA...
Composite
12.7
Agent
0.0
Kin Score
How this is scored →scored 2026-09-03 · rubric v0.18.2
Composite quality — 12.7/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.4 / 20
Access Clarity
5.5 / 20
Operational Transparency
0.0 / 13
Contract Governance
0.0 / 12
Discoverability
5.7 / 10
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 Surface
0 / 5
Minimal 6 0 – 10.9 Index entry only; little beyond a description and a link.
27
Zurich Open Data Minimal human only
Zurich Open Data is a municipal government open-data portal for Switzerland running CKAN. It exposes the CKAN catalog API over approximately 925 datasets.
Composite
9.5
Agent
2.5
Kin Score
How this is scored →scored 2026-09-03 · rubric v0.18.2
Composite quality — 9.5/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
1.9 / 20
Access Clarity
1.6 / 20
Operational Transparency
0.0 / 13
Contract Governance
0.0 / 12
Discoverability
5.9 / 10
Regulatory · Government & Public Sector
3.3 / 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
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
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Surface
0 / 5
28
Bright Peak Therapeutics Minimal human only
Bright Peak Therapeutics AG is a clinical-stage biotechnology company founded in 2018 and co-located in Allschwil, Switzerland (Switzerland Innovation Park B...
Composite
9.0
Agent
0.0
Kin Score
How this is scored →scored 2026-09-03 · rubric v0.18.2
Composite quality — 9.0/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
Access Clarity
4.2 / 20
Operational Transparency
0.0 / 13
Contract Governance
0.0 / 12
Discoverability
5.0 / 10
Regulatory · Health
2.6 / 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 Surface
0 / 5
29
Tecost SA Minimal human only
Tecost SA is a Swiss health-information-technology company, founded in 1997 and based in Fribourg, that designs, develops, implements, hosts and operates cli...
Composite
8.5
Agent
2.5
Kin Score
How this is scored →scored 2026-09-03 · rubric v0.18.2
Composite quality — 8.5/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
1.4 / 20
Access Clarity
2.1 / 20
Operational Transparency
0.0 / 13
Contract Governance
0.0 / 12
Discoverability
5.0 / 10
Regulatory · Health
2.8 / 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
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
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Surface
0 / 5
30
Swiss Education Group Minimal human only
Swiss Education Group (SEG) is a Montreux-based alliance of internationally celebrated hospitality, business, and culinary arts schools in Switzerland, compr...
Composite
6.2
Agent
0.0
Kin Score
How this is scored →scored 2026-09-03 · rubric v0.18.2
Composite quality — 6.2/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.5 / 20
Access Clarity
2.1 / 20
Operational Transparency
0.0 / 13
Contract Governance
0.0 / 12
Discoverability
5.0 / 10
Regulatory · Education & Research
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 Surface
0 / 5
31
Nouscom Minimal human only
Nouscom AG is a private, clinical-stage immuno-oncology company developing next-generation neoantigen-targeted cancer immunotherapies, founded in 2015 by Ric...
Composite
4.0
Agent
2.9
Kin Score
How this is scored →scored 2026-09-03 · rubric v0.18.2
Composite quality — 4.0/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
Access Clarity
0.0 / 20
Operational Transparency
0.3 / 13
Contract Governance
0.0 / 12
Discoverability
5.4 / 10
Regulatory · Health
1.1 / 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
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
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 Surface
0 / 5
32
Myriad Minimal human only
Myriad AG is a Zurich-based financial technology company, founded in 2001 by Jean Andre and backed by Earlybird Venture Capital, that provides integrated, se...
Composite
0.1
Agent
0.0
Kin Score
How this is scored →scored 2026-09-03 · rubric v0.18.2
Composite quality — 0.1/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
Access Clarity
0.0 / 20
Operational Transparency
0.0 / 13
Contract Governance
0.0 / 12
Discoverability
5.0 / 10
Regulatory · Payments
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 Surface
0 / 5