kariops

Kariops is a Portland‑based AI Operations Architect offering fractional AI consulting and implementation services for small businesses. Founder Kari Doherty provides strategic guidance, tool selection, and end‑to‑end AI build sprints, helping clients scope projects from $5K and deliver solutions ranging $30K‑$100K. The company focuses on practical AI integration, automation, and operational efficiency for local enterprises.

kariops is listed with 1 API on the APIs.io network. Tagged areas include Artificial Intelligence, Consulting, Portland, and Small Business.

🌐 Visit website📡 Profile data on GitHub
7.7/100 minimal Agent 22/100 agent aware Full breakdown ↓
scored 2026-11-13 · rubric v0.28.0 · Show this score on your site →
1 API
Artificial IntelligenceConsultingPortlandSmall Business

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-11-13 · rubric v0.28.0
Composite quality — 7.7/100 · minimal
Contract Quality 0.0 / 21
Developer Ergonomics 0.0 / 17
Access Clarity 2.9 / 17
Operational Transparency 0.0 / 11
Contract Governance 0.0 / 10
Discoverability 3.9 / 9
Regulatory Posture 1.9 / 15
Agent readiness — 22/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 12 / 12
Machine-Readable Auth 10 / 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 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
MCP Tool Quality 6 / 6
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/.
Show this score on your site. Kin Score badge preview for kariops It updates itself when the score changes. Paste this where you link to your API docs: 
<a href="https://apis.io/providers/kariops-com/"><img src="https://apis.io/badge/kariops-com/card.svg" alt="kariops on APIs.io — Kin Score by API Evangelist"></a>
Other styles, a README pill and a shields.io endpoint are on the badge page.
Raise your score.
Agent readiness — checks not met, largest first (exact, from this profile):
8 more unmet checks in the Agent Readiness table above.
Kin Score — facets with the most composite points still available (weight × headroom):
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.
Not sure how this applies to your stack? Ask about any one item. Kin Lane reads every question, looks at your profile and your situation, and replies with what a fix would take — scoped to that one area, priced up front, yours whether you ship it or not. Ask a question →
Ask about:
Kariops Com · a person reads this and replies by email.
or email info@apis.io
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/kariops-com/apis.yml: open an issue on github.com/api-evangelist/kariops-com 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 →

Standards implemented 3

Standards this provider implements or carries. De facto ones are profiled and measured by the API Commons; formal ones come from the standards directory and are linked by the provider's own tags. The evidence column says how each claim was established — not that it was made.

Model Context Protocol (MCP)
measured — observed by APIs.io (documented)
OAuth 2.0 Protected Resource Metadata
measured — observed by APIs.io (verified)
Dynamic Client Registration
measured — observed by APIs.io (published)

APIs 1

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

Kariops API

API reference for Kariops services

Security Posture 1

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

kariops Domain Security

TLSv1.3 · HSTS

SECURITY

Resources

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt
LLMsTxt
 WellKnown
WellKnown

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity
DomainSecurity

Commercial 2

Pricing, plans, and the legal terms of use

TermsOfService
TermsOfService
 PrivacyPolicy
PrivacyPolicy

Company 1

The organization behind the API

Website
Website

Other 3

Properties that don't map to a standard resource type

Hosts
Hosts
 Vendors
Vendors
 Leadership
Leadership

Source (apis.yml)

apis.yml Raw ↑ 
aid: kariops-com
name: kariops
description: Kariops is a Portland‑based AI Operations Architect offering fractional AI consulting and implementation services
  for small businesses. Founder Kari Doherty provides strategic guidance, tool selection, and end‑to‑end AI build sprints,
  helping clients scope projects from $5K and deliver solutions ranging $30K‑$100K. The company focuses on practical AI integration,
  automation, and operational efficiency for local enterprises.
url: https://artifacts.apis.io/kariops-com/apis.yml
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-11-13 (modular-v1; was harvest)
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  probe_state: none
  source:
  - security
  generated: '2026-11-13'
  method: derived
specificationVersion: '0.20'
created: '2026-11-13'
modified: '2026-11-13'
tags:
- Artificial Intelligence
- Consulting
- Portland
- Small Business
tags_raw:
- AI
- Consulting
- Portland
- Small Business
- Operations
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: LLMsTxt
  url: llms/kariops-com-llms.txt
- type: WellKnown
  url: well-known/kariops-com-well-known.yml
- type: Hosts
  url: hosts/kariops-com-hosts.yml
- type: Vendors
  url: vendors/kariops-com-vendors.yml
- type: TermsOfService
  url: https://www.kariops.com/terms
- type: PrivacyPolicy
  url: https://www.kariops.com/privacy
- type: Leadership
  url: https://www.kariops.com/ai-readiness-archetype/team/entry-point
- type: DomainSecurity
  url: security/kariops-com-domain-security.yml
- type: Website
  url: https://kariops.com/
apis:
- name: Kariops API
  description: API reference for Kariops services
  humanURL: https://pulse.kariops.com/api
  baseURL: null
  aid: kariops-com:api
x-coverage:
  state: none
  reason: no-developer-program
  detail: No public API documentation or machine-readable contract was found; the API reference URL returned 404.
  evidence:
  - url: https://pulse.kariops.com/api
    status: 404
  checked: '2026-11-13'
x-enrichment:
  date: '2026-11-13'
  status: enriched
  artifacts_added: 12
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

kariops API — frequently asked questions

Does kariops have an API?

Yes. APIs.io lists 1 API from kariops, including Kariops API.

Is the kariops API ready for AI agents?

kariops has a Kin Score of 7.7 out of 100 (minimal) and an Agent Readiness score of 21.8 (agent-aware), scored by API Evangelist on 2026-11-13.

Work with this as data

Every provider here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for providers

9 MCP tools reach this
  • find_providersBrowse and filter every provider in the catalog.
  • get_provider_artifactsEvery artifact this provider publishes, grouped by type.
  • get_provider_operationsEvery operation across all of their OpenAPIs — one call instead of parsing every spec.
  • get_provider_toolsEvery MCP tool they ship, with the operation each wraps.
  • get_provider_evidenceHow each part of their score was established. Free — the basis for a claim should not sit behind it.
  • get_provider_ratingPRO — composite, band, trend and facet scores.
  • apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
  • resolveTurn a domain, URL or GitHub org into the provider it belongs to.
  • find_cohortsEvery scored population of providers in the catalog.
All 92 tools →

Call it yourself

curl for this page
This provider 
curl "https://apis.io/api/v1/providers/kariops-com"
All providers 
curl "https://apis.io/api/v1/providers?limit=25"
Every operation they expose 
curl "https://apis.io/api/v1/providers/kariops-com/operations?limit=25"
How their score was established 
curl "https://apis.io/api/v1/providers/kariops-com/evidence"

Calls without X-API-Key need no key. Calls with it need a paid plan — get a key.

Get an API key

Free tier, no form to fill in. Signing in shares your email address with us — we store it to create your key and to recognise you if you sign in with another provider. See our Privacy Policy and Terms.

GitHub Google LinkedIn

A second provider on the same verified email joins the account you already have.