aisoup-net

AI Soup (legal name Dream Workshop LLC) builds AI agent‑native applications that enable two A4As: Agent for App and App for Agent. It offers a suite of AI‑driven tools including AgenticWiKi for knowledge work, Web Evidence for claim verification, California C‑10 Contractor Check, Niche Discovery, Photo Scout, and Property Scout, each providing specialized agent‑led workflows and infrastructure.

aisoup-net publishes 10 API contracts indexed on the APIs.io network, including Commerce API, Contact API, Contractor Check API, and 7 more. Tagged areas include AI, Agent, Platform, Workflow, and LLM.

The aisoup-net catalog on APIs.io includes 1 JSON-LD context and 1 Spectral governance ruleset.

aisoup-net’s developer surface includes documentation, API reference, and 15 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

29.0/100 thin Agent 37/100 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

AIAgentPlatformWorkflowLLM

Kin Score

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

Composite quality — 29.0/100 · thin

Contract Quality 11.8 / 21

Developer Ergonomics 3.9 / 17

Access Clarity 0.0 / 17

Operational Transparency 1.7 / 11

Contract Governance 2.2 / 10

Discoverability 5.5 / 9

Regulatory Posture 1.5 / 15

Agent readiness — 37/100 · agent ready

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 0 / 6

MCP Server 12 / 12

Machine-Readable Auth 0 / 10

Idempotency 0 / 9

Stable Error Semantics 8 / 8

Request/Response Examples 7 / 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 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 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):

Machine-Readable Auth +10 pts — a served openid-configuration/oauth-authorization-server carrying `issuer` (served), else the securitySchemes class in the provider OpenAPIs — bound (mutualTLS, DPoP, Signature) > negotiable (oauth2 authorizationCode/clientCredentials, openIdConnect) > bearer (http bearer, apiKey)
Idempotency +9 pts — OpenAPI mutating operations declare an idempotency key — a header, a request-body property, or a named de-duplication token whose own description says so (verified); else common[].type matches /idempoten/i (documented)
Rate-Limit Signaling +7 pts — OpenAPI responses document X-RateLimit-* / RateLimit headers (verified), else a rate_limits artifact or RateLimits link (documented)
Delegated User Identity +6 pts — a served discovery document listing authorization_code in grant_types_supported (served), else an oauth2 authorizationCode flow or openIdConnect declared in an OpenAPI (documented)
Registration Without a Human +6 pts — a `registration_endpoint` in the served RFC 8414 / OIDC discovery document
Typed Event Surface +6 pts — AsyncAPI document, OR webhooks/callbacks objects in the as-published OpenAPI, OR common[].type includes Webhooks

6 more unmet checks in the Agent Readiness table above.

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

Access Clarity scores 0.0 — up to +20.0 composite points
Developer Ergonomics scores 23.1 — up to +15.4 composite points
Contract Quality scores 55.7 — up to +11.1 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/aisoup-net/apis.yml: open an issue on github.com/api-evangelist/aisoup-net 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 10

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

California C-10 Contractor Check

Paid source-linked preflight of one California contractor license. Human reports are sold separately through Stripe Checkout.

aisoup-net Commerce API

The Commerce API from aisoup-net — 5 operation(s) for commerce.

aisoup-net Contact API

The contact API from aisoup-net — 1 operation(s) for contact.

aisoup-net Contractor Check API

The Contractor Check API from aisoup-net — 1 operation(s) for contractor check.

aisoup-net Discovery API

The discovery API from aisoup-net — 1 operation(s) for discovery.

aisoup-net Evidence Snapshots API

The Evidence Snapshots API from aisoup-net — 2 operation(s) for evidence snapshots.

aisoup-net Photo Scout API

The Photo Scout API from aisoup-net — 1 operation(s) for photo scout.

aisoup-net Status API

The status API from aisoup-net — 3 operation(s) for status.

aisoup-net Support API

The support API from aisoup-net — 3 operation(s) for support.

aisoup-net Web Evidence API

The Web Evidence API from aisoup-net — 4 operation(s) for web evidence.

Scroll for all 10

MCP Servers 1

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

aisoup-net MCP Server

Remote MCP server at api.aisoup.net.

MCP SERVER

Agent Skills 1

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

web-evidence

AGENT SKILL

Semantic Vocabularies 1

JSON-LD contexts and semantic vocabularies used across these APIs.

Aisoup Net Context

56 classes · 186 properties

JSON-LD

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

aisoup-net API Rules

13 rules · 7 errors 4 warnings 2 info

SPECTRAL

JSON Schema 4

Standalone JSON Schema definitions for this provider's data models.

ContactMessageRequest

6 properties

JSON SCHEMA

StatusSubscriptionRequest

3 properties

JSON SCHEMA

SupportMessageRequest

1 properties

JSON SCHEMA

SupportTicketCreateRequest

5 properties

JSON SCHEMA

Security Posture 1

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

Aisoup Net Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Agentic Access 1

Recommended x-agentic-access execution contracts for AI agents.

Aisoup Net Agentic Access

22 operations · 13 acting

AGENTIC

Resources

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 4

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgentSkill

LLMsTxt

MCPServer

Design & Contract 6

Pagination, idempotency, versioning, errors, and events

Spectral

JSONLD

Vocabulary

DataModel

ErrorCatalog

Conformance

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Operate 1

Status, limits, changes, and where to get help

StatusPage

StatusPage

Company 1

The organization behind the API

Website

Website

Other 2

Properties that don't map to a standard resource type

AgentCard

AgentCard

Hosts

Hosts

Source (apis.yml)

aid: aisoup-net
name: aisoup-net
description: 'AI Soup (legal name Dream Workshop LLC) builds AI agent‑native applications that enable two A4As: Agent for
  App and App for Agent. It offers a suite of AI‑driven tools including AgenticWiKi for knowledge work, Web Evidence for claim
  verification, California C‑10 Contractor Check, Niche Discovery, Photo Scout, and Property Scout, each providing specialized
  agent‑led workflows and infrastructure.'
url: https://artifacts.apis.io/aisoup-net/apis.yml
image: https://aisoup.net/favicon.svg
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-10-29 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-10-29'
modified: '2026-10-29'
tags:
- AI
- Agent
- Platform
- Workflow
- LLM
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: AgenticAccess
  url: agentic-access/aisoup-net-agentic-access.yml
- type: Spectral
  url: rules/aisoup-net-rules.yml
- type: JSONLD
  url: json-ld/aisoup-net-context.jsonld
- type: Vocabulary
  url: vocabulary/aisoup-net-vocabulary.yml
- type: AgentSkill
  url: skills/_index.yml
- type: DataModel
  url: data-model/aisoup-net-data-model.yml
- type: ErrorCatalog
  url: errors/aisoup-net-problem-types.yml
- type: Conformance
  url: conformance/aisoup-net-conformance.yml
- type: LLMsTxt
  url: llms/aisoup-net-llms.txt
- type: AgentCard
  url: a2a/aisoup-net-a2a.yml
- type: MCPServer
  url: mcp/aisoup-net-mcp.yml
- type: Hosts
  url: hosts/aisoup-net-hosts.yml
- type: StatusPage
  url: https://status.aisoup.net/
- type: DomainSecurity
  url: security/aisoup-net-domain-security.yml
- type: Website
  url: https://aisoup.net/
- type: Documentation
  url: https://api.aisoup.net/docs
- type: APIReference
  url: https://api.aisoup.net/openapi.json
apis:
- name: California C-10 Contractor Check
  description: Paid source-linked preflight of one California contractor license. Human reports are sold separately through
    Stripe Checkout.
  humanURL: https://api.aisoup.net/docs
  baseURL: https://api.aisoup.net
  aid: aisoup-net:california-c-10-contractor-check
- aid: aisoup-net:aisoup-net-commerce-api
  name: aisoup-net Commerce API
  description: The Commerce API from aisoup-net — 5 operation(s) for commerce.
  humanURL: https://api.aisoup.net/docs
  baseURL: https://api.aisoup.net
  tags:
  - Commerce
  properties:
  - type: OpenAPI
    url: openapi/aisoup-net-commerce-api-openapi.yml
  - type: JSONSchema
    url: json-schema/aisoup-net-contact-message-request-schema.json
  - type: JSONSchema
    url: json-schema/aisoup-net-support-ticket-create-request-schema.json
  - type: JSONSchema
    url: json-schema/aisoup-net-status-subscription-request-schema.json
  - type: JSONSchema
    url: json-schema/aisoup-net-support-message-request-schema.json
- aid: aisoup-net:aisoup-net-contact-api
  name: aisoup-net Contact API
  description: The contact API from aisoup-net — 1 operation(s) for contact.
  humanURL: https://api.aisoup.net/docs
  baseURL: https://api.aisoup.net
  tags:
  - contact
  properties:
  - type: OpenAPI
    url: openapi/aisoup-net-contact-api-openapi.yml
  - type: JSONSchema
    url: json-schema/aisoup-net-contact-message-request-schema.json
  - type: JSONSchema
    url: json-schema/aisoup-net-support-ticket-create-request-schema.json
  - type: JSONSchema
    url: json-schema/aisoup-net-status-subscription-request-schema.json
  - type: JSONSchema
    url: json-schema/aisoup-net-support-message-request-schema.json
- aid: aisoup-net:aisoup-net-contractor-check-api
  name: aisoup-net Contractor Check API
  description: The Contractor Check API from aisoup-net — 1 operation(s) for contractor check.
  humanURL: https://api.aisoup.net/docs
  baseURL: https://api.aisoup.net
  tags:
  - Contractor Check
  properties:
  - type: OpenAPI
    url: openapi/aisoup-net-contractor-check-api-openapi.yml
  - type: JSONSchema
    url: json-schema/aisoup-net-contact-message-request-schema.json
  - type: JSONSchema
    url: json-schema/aisoup-net-support-ticket-create-request-schema.json
  - type: JSONSchema
    url: json-schema/aisoup-net-status-subscription-request-schema.json
  - type: JSONSchema
    url: json-schema/aisoup-net-support-message-request-schema.json
- aid: aisoup-net:aisoup-net-discovery-api
  name: aisoup-net Discovery API
  description: The discovery API from aisoup-net — 1 operation(s) for discovery.
  humanURL: https://api.aisoup.net/docs
  baseURL: https://api.aisoup.net
  tags:
  - discovery
  properties:
  - type: OpenAPI
    url: openapi/aisoup-net-discovery-api-openapi.yml
  - type: JSONSchema
    url: json-schema/aisoup-net-contact-message-request-schema.json
  - type: JSONSchema
    url: json-schema/aisoup-net-support-ticket-create-request-schema.json
  - type: JSONSchema
    url: json-schema/aisoup-net-status-subscription-request-schema.json
  - type: JSONSchema
    url: json-schema/aisoup-net-support-message-request-schema.json
- aid: aisoup-net:aisoup-net-evidence-snapshots-api
  name: aisoup-net Evidence Snapshots API
  description: The Evidence Snapshots API from aisoup-net — 2 operation(s) for evidence snapshots.
  humanURL: https://api.aisoup.net/docs
  baseURL: https://api.aisoup.net
  tags:
  - Evidence Snapshots
  properties:
  - type: OpenAPI
    url: openapi/aisoup-net-evidence-snapshots-api-openapi.yml
  - type: JSONSchema
    url: json-schema/aisoup-net-contact-message-request-schema.json
  - type: JSONSchema
    url: json-schema/aisoup-net-support-ticket-create-request-schema.json
  - type: JSONSchema
    url: json-schema/aisoup-net-status-subscription-request-schema.json
  - type: JSONSchema
    url: json-schema/aisoup-net-support-message-request-schema.json
- aid: aisoup-net:aisoup-net-photo-scout-api
  name: aisoup-net Photo Scout API
  description: The Photo Scout API from aisoup-net — 1 operation(s) for photo scout.
  humanURL: https://api.aisoup.net/docs
  baseURL: https://api.aisoup.net
  tags:
  - Photo Scout
  properties:
  - type: OpenAPI
    url: openapi/aisoup-net-photo-scout-api-openapi.yml
  - type: JSONSchema
    url: json-schema/aisoup-net-contact-message-request-schema.json
  - type: JSONSchema
    url: json-schema/aisoup-net-support-ticket-create-request-schema.json
  - type: JSONSchema
    url: json-schema/aisoup-net-status-subscription-request-schema.json
  - type: JSONSchema
    url: json-schema/aisoup-net-support-message-request-schema.json
- aid: aisoup-net:aisoup-net-status-api
  name: aisoup-net Status API
  description: The status API from aisoup-net — 3 operation(s) for status.
  humanURL: https://api.aisoup.net/docs
  baseURL: https://api.aisoup.net
  tags:
  - status
  properties:
  - type: OpenAPI
    url: openapi/aisoup-net-status-api-openapi.yml
  - type: JSONSchema
    url: json-schema/aisoup-net-contact-message-request-schema.json
  - type: JSONSchema
    url: json-schema/aisoup-net-support-ticket-create-request-schema.json
  - type: JSONSchema
    url: json-schema/aisoup-net-status-subscription-request-schema.json
  - type: JSONSchema
    url: json-schema/aisoup-net-support-message-request-schema.json
- aid: aisoup-net:aisoup-net-support-api
  name: aisoup-net Support API
  description: The support API from aisoup-net — 3 operation(s) for support.
  humanURL: https://api.aisoup.net/docs
  baseURL: https://api.aisoup.net
  tags:
  - support
  properties:
  - type: OpenAPI
    url: openapi/aisoup-net-support-api-openapi.yml
  - type: JSONSchema
    url: json-schema/aisoup-net-contact-message-request-schema.json
  - type: JSONSchema
    url: json-schema/aisoup-net-support-ticket-create-request-schema.json
  - type: JSONSchema
    url: json-schema/aisoup-net-status-subscription-request-schema.json
  - type: JSONSchema
    url: json-schema/aisoup-net-support-message-request-schema.json
- aid: aisoup-net:aisoup-net-web-evidence-api
  name: aisoup-net Web Evidence API
  description: The Web Evidence API from aisoup-net — 4 operation(s) for web evidence.
  humanURL: https://api.aisoup.net/docs
  baseURL: https://api.aisoup.net
  tags:
  - Web Evidence
  properties:
  - type: OpenAPI
    url: openapi/aisoup-net-web-evidence-api-openapi.yml
  - type: JSONSchema
    url: json-schema/aisoup-net-contact-message-request-schema.json
  - type: JSONSchema
    url: json-schema/aisoup-net-support-ticket-create-request-schema.json
  - type: JSONSchema
    url: json-schema/aisoup-net-status-subscription-request-schema.json
  - type: JSONSchema
    url: json-schema/aisoup-net-support-message-request-schema.json
x-enrichment:
  date: '2026-10-29'
  status: enriched
  artifacts_added: 23
  pass: modular-v1
  engine: identity=oss,contract=oss,surfaces=oss,docs=oss,regulatory=oss

aisoup-net API — frequently asked questions

Does aisoup-net have an API?

Yes. APIs.io lists 10 APIs from aisoup-net, including California C-10 Contractor Check, aisoup-net Commerce API and aisoup-net Contact API, and 7 more.

Is there an OpenAPI specification for the aisoup-net API?

Yes. APIs.io indexes 9 OpenAPI specifications for aisoup-net, each linked for download from this page.

Does aisoup-net have an MCP server?

Yes. APIs.io lists 1 MCP server for aisoup-net: Remote MCP server at api.aisoup.net.

Is the aisoup-net API ready for AI agents?

aisoup-net has a Kin Score of 29.0 out of 100 (thin) and an Agent Readiness score of 36.8 (agent-ready), scored by API Evangelist on 2026-10-31.

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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.
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