kulalabs-ch

Kula Labs is a Swiss software studio based in Wallisellen, building transparent, auditable software solutions such as JOBFLOW for Swiss trades, PazAIr a marketplace for AI agents, and SUONE for water‑supply monitoring. The company emphasizes reproducible calculations, data provenance, and privacy‑first design.

kulalabs-ch publishes 3 API contracts indexed on the APIs.io network: Jobflow API, PazAIr API, and Agents API. Tagged areas include Software, AI, Water, Switzerland, and Automation.

The kulalabs-ch catalog on APIs.io includes 1 Spectral governance ruleset.

kulalabs-ch’s developer surface includes documentation, API reference, getting-started guide, support, pricing, and 21 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

28.5/100 thin Agent 45/100 agent ready Full breakdown ↓
scored 2026-10-31 · rubric v0.25.0 · Show this score on your site →

2 published contracts 1 MCP Servers 1 Agent Skills

SoftwareAIWater Switzerland Automation

Kin Score

Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0

Composite quality — 28.5/100 · thin

Contract Quality 6.4 / 21

Developer Ergonomics 6.8 / 17

Access Clarity 1.8 / 17

Operational Transparency 1.2 / 11

Contract Governance 1.9 / 10

Discoverability 5.5 / 9

Regulatory Posture 3.1 / 15

Agent readiness — 45/100 · agent ready

Machine-Readable Contract 18 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 12 / 12

Machine-Readable Auth 10 / 10

Idempotency 9 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 0 / 6

Agent Skills 5 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 8 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 6 / 6

Protected Resource Metadata 5 / 5

Registration Without a Human 6 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 3 / 3

Regulatory Posture applies to this provider. Its tags matched the Horizontal (data, software, accessibility, platform) regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.

Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

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Agent readiness — checks not met, largest first (exact, from this profile):

Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes
Rate-Limit Signaling +7 pts — OpenAPI responses document X-RateLimit-* / RateLimit headers (verified), else a rate_limits artifact or RateLimits link (documented)
Request/Response Examples +7 pts — share of operations carrying request/response examples; else an Examples / Code Samples link
Typed Event Surface +6 pts — AsyncAPI document, OR webhooks/callbacks objects in the as-published OpenAPI, OR common[].type includes Webhooks
Documented Reversibility +6 pts — a reversal operation in the contract, graded up when a window is documented too

4 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Access Clarity scores 10.5 — up to +17.9 composite points
Contract Quality scores 30.0 — up to +17.5 composite points
Developer Ergonomics scores 39.8 — up to +12.0 composite points

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from the provider profile at artifacts.apis.io/kulalabs-ch/apis.yml: open an issue on github.com/api-evangelist/kulalabs-ch to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

APIs 3

Individual APIs this provider publishes, each with its own machine-readable definition.

Jobflow API

JOBFLOW provides end‑to‑end order management for Swiss trades, handling request, assignment, on‑site work, invoicing and payment.

PazAIr API

PazAIr is a marketplace for AI agents to buy and sell services, with signed delivery receipts.

Agents API

Agents API provides internal tooling endpoints for Kula Labs services.

MCP Servers 1

Model Context Protocol servers that expose these APIs to AI agents.

kulalabs-ch MCP Server

Remote MCP server at pazair.kulalabs.ch.

MCP SERVER

Agent Skills 1

Packaged agent skills for driving this provider's APIs from an AI assistant.

job-create

AGENT SKILL

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

kulalabs-ch API Rules

10 rules · 7 errors 1 warnings 2 info

SPECTRAL

Security Posture 2

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Kulalabs Ch Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Kulalabs Ch Vulnerability Disclosure

security.txt · contact published

SECURITY

Resources

Get Started 1

Portal, sign-up, and the first successful call

GettingStarted

GettingStarted

Documentation 5

Reference material describing how the API behaves

Documentation

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 4

MCP servers, agent skills, and machine-readable catalogs

AgentSkill

LLMsTxt

MCPServer

WellKnown

Design & Contract 4

Pagination, idempotency, versioning, errors, and events

Spectral

Idempotency

Conventions

Conformance

Access & Security 6

Authentication, authorization, and security posture

Security

SecurityTxt

SecurityTxt

SecurityTxt

VulnerabilityDisclosure

VulnerabilityDisclosure

DomainSecurity

DomainSecurity

Operate 1

Status, limits, changes, and where to get help

Support

Support

Commercial 1

Pricing, plans, and the legal terms of use

Pricing

Pricing

Company 1

The organization behind the API

Website

Website

Other 3

Properties that don't map to a standard resource type

AgentCard

AgentCard

Hosts

Hosts

Vendors

Vendors

Source (apis.yml)

aid: kulalabs-ch
name: kulalabs-ch
description: Kula Labs is a Swiss software studio based in Wallisellen, building transparent, auditable software solutions
  such as JOBFLOW for Swiss trades, PazAIr a marketplace for AI agents, and SUONE for water‑supply monitoring. The company
  emphasizes reproducible calculations, data provenance, and privacy‑first design.
url: https://artifacts.apis.io/kulalabs-ch/apis.yml
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-10-30 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-10-30'
modified: '2026-10-30'
tags:
- Software
- AI
- Water
- Switzerland
- Automation
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
image: https://kulalabs.ch/og-studio-v3.jpg
common:
- type: Spectral
  url: rules/kulalabs-ch-rules.yml
- type: Idempotency
  url: conventions/kulalabs-ch-conventions.yml
- type: Conventions
  url: conventions/kulalabs-ch-conventions.yml
- type: Conformance
  url: conformance/kulalabs-ch-conformance.yml
- type: AgentSkill
  url: skills/_index.yml
- type: Security
  url: security/kulalabs-ch-vulnerability-disclosure.yml
- type: LLMsTxt
  url: llms/kulalabs-ch-llms.txt
- type: AgentCard
  url: a2a/kulalabs-ch-a2a.yml
- type: MCPServer
  url: mcp/kulalabs-ch-mcp.yml
- type: SecurityTxt
  url: well-known/kulalabs-ch-security.txt
- type: SecurityTxt
  url: well-known/kulalabs-ch-pazair-security.txt
- type: SecurityTxt
  url: well-known/kulalabs-ch-agents-security.txt
- type: WellKnown
  url: well-known/kulalabs-ch-well-known.yml
- type: Hosts
  url: hosts/kulalabs-ch-hosts.yml
- type: Vendors
  url: vendors/kulalabs-ch-vendors.yml
- type: VulnerabilityDisclosure
  url: security/kulalabs-ch-vulnerability-disclosure.yml
- type: DomainSecurity
  url: security/kulalabs-ch-domain-security.yml
- type: Website
  url: https://kulalabs.ch/
- type: Documentation
  url: https://jobflow.kulalabs.ch/
- type: Documentation
  url: https://pazair.kulalabs.ch/
- type: Documentation
  url: https://agents.kulalabs.ch/
- type: APIReference
  url: https://agents.kulalabs.ch/openapi.json
- type: APIReference
  url: https://pazair.kulalabs.ch/openapi.json
- type: GettingStarted
  url: https://kulalabs.ch/jobflow/
- type: Support
  url: https://kulalabs.ch/#kontakt
- type: Pricing
  url: https://kulalabs.ch/jobflow/
apis:
- name: Jobflow API
  description: JOBFLOW provides end‑to‑end order management for Swiss trades, handling request, assignment, on‑site work,
    invoicing and payment.
  humanURL: https://jobflow.kulalabs.ch/
  baseURL: https://jobflow.kulalabs.ch
  aid: kulalabs-ch:jobflow-api
  properties:
  - type: OpenAPI
    url: openapi/_original/jobflow-openapi.json
    x-provenance: harvested
- name: PazAIr API
  description: PazAIr is a marketplace for AI agents to buy and sell services, with signed delivery receipts.
  humanURL: https://pazair.kulalabs.ch/
  baseURL: https://pazair.kulalabs.ch
  aid: kulalabs-ch:pazair-api
  properties:
  - type: OpenAPI
    url: openapi/_original/pazair-openapi.json
    x-provenance: harvested
- name: Agents API
  description: Agents API provides internal tooling endpoints for Kula Labs services.
  humanURL: https://agents.kulalabs.ch/
  baseURL: https://agents.kulalabs.ch
  aid: kulalabs-ch:agents-api
  properties:
  - type: OpenAPI
    url: openapi/_original/agents-openapi.json
    x-provenance: harvested
x-enrichment:
  date: '2026-10-30'
  status: enriched
  artifacts_added: 27
  pass: modular-v1
  engine: identity=oss,contract=oss,surfaces=oss,docs=oss,regulatory=oss

kulalabs-ch API — frequently asked questions

Does kulalabs-ch have an API?

Yes. APIs.io lists 3 APIs from kulalabs-ch, including Jobflow API, PazAIr API and Agents API.

Is there an OpenAPI specification for the kulalabs-ch API?

Yes. APIs.io indexes 3 OpenAPI specifications for kulalabs-ch, each linked for download from this page.

Does kulalabs-ch have an MCP server?

Yes. APIs.io lists 1 MCP server for kulalabs-ch: Remote MCP server at pazair.kulalabs.ch.

Is the kulalabs-ch API ready for AI agents?

kulalabs-ch has a Kin Score of 28.5 out of 100 (thin) and an Agent Readiness score of 44.9 (agent-ready), scored by API Evangelist on 2026-10-31.

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