Foresee Insurance Services, LLC

Foresee Insurance Services, LLC provides personal-lines insurance quote estimates for AI agents across all U.S. states, with live auto insurance quoting in California. The platform offers instant MCP quoting without an API key, enabling AI assistants to compare home and auto insurance from every carrier.

Foresee Insurance Services, LLC publishes 4 API contracts indexed on the APIs.io network, including Confirm API, Estimate API, MCP API, and 1 more. Tagged areas include Insurance, Artificial Intelligence, Personal Finance, QuoteEngine, and Company.

The Foresee Insurance Services, LLC catalog on APIs.io includes 1 JSON-LD context and 1 Spectral governance ruleset.

Foresee Insurance Services, LLC’s developer surface includes support, documentation, API reference, and 15 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

33.8/100 thin Agent 23/100 agent aware Full breakdown ↓
scored 2026-11-13 · rubric v0.28.0 · Show this score on your site →

AccessOpen

1 published contract

Insurance Artificial Intelligence Personal FinanceQuoteEngineCompany

Kin Score

Kin Score How this is scored →
scored 2026-11-13 · rubric v0.28.0

Composite quality — 33.8/100 · thin

Contract Quality 12.6 / 21

Developer Ergonomics 3.6 / 17

Access Clarity 2.9 / 17

Operational Transparency 1.6 / 11

Contract Governance 2.2 / 10

Discoverability 6.5 / 9

Regulatory Posture 1.6 / 15

Agent readiness — 23/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 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 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

Pagination 5 / 5

Distinct Operations 3 / 3

MCP Tool Quality 6 / 6

Regulatory Posture applies to this provider. Its tags matched the Insurance 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):

MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship Ask about this →
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) Ask about this →
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) Ask about this →
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0 Ask about this →
Rate-Limit Signaling +7 pts — OpenAPI responses document X-RateLimit-* / RateLimit headers (verified), else a rate_limits artifact or RateLimits link (documented) Ask about this →
Registration Without a Human +6 pts — a `registration_endpoint` in the served RFC 8414 / OIDC discovery document Ask about this →

8 more unmet checks in the Agent Readiness table above.

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

Access Clarity scores 17.0 — up to +16.6 composite points Ask about this →
Developer Ergonomics scores 21.4 — up to +15.7 composite points Ask about this →
Operational Transparency scores 14.3 — up to +11.1 composite points Ask about this →

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 →

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/go-foresee-com/apis.yml: open an issue on github.com/api-evangelist/go-foresee-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 1

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.

OpenAPI

measured — observed by APIs.io (published)

APIs 4

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

Foresee Insurance Services, LLC Confirm API

Confirm on the carrier's own site (live_carrier_quotes, agents host)

Foresee Insurance Services, LLC Estimate API

Instant estimates (quote_insurance)

Foresee Insurance Services, LLC MCP API

Model Context Protocol transport

Foresee Insurance Services, LLC Ops API

Liveness and status

Semantic Vocabularies 1

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

Go Foresee Com Context

9 classes · 46 properties

JSON-LD

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs. Counts are the severity each rule declares, not results of running them.

Foresee Insurance Services, LLC API Rules

45 rules · 43 error-severity 1 warn-severity 1 info-severity

SPECTRAL

JSON Schema 4

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

JsonRpcRequest

4 properties

JSON SCHEMA

JsonRpcResponse

4 properties

JSON SCHEMA

LiveQuoteArgs

5 properties

JSON SCHEMA

QuoteInsuranceArgs

4 properties

JSON SCHEMA

Security Posture 1

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

Foresee Insurance Services, LLC Domain Security

TLSv1.3 · DMARC

SECURITY

Agentic Access (API Evangelist recommendations) 1

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

Foresee Insurance Services, LLC Agentic Access

5 operations · 3 acting

AGENTIC

Resources

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 3

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgenticAccess

LLMsTxt

LLMsTxt

WellKnown

WellKnown

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 2

Status, limits, changes, and where to get help

Support

Support

StatusPage

StatusPage

Commercial 2

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 1

The organization behind the API

Website

Website

Other 1

Properties that don't map to a standard resource type

Hosts

Hosts

Source (apis.yml)

aid: go-foresee-com
name: Foresee Insurance Services, LLC
accessModel:
  pricing: unknown
  onboarding: open
  trial: false
  try_now: false
  public: true
  gated: none
  gated_source:
  - onboarding
  label: Open access
  confidence: low
  source:
  - security
  generated: '2026-11-13'
  method: derived
image: https://go-foresee.com/apple-touch-icon.png
description: Foresee Insurance Services, LLC provides personal-lines insurance quote estimates for AI agents across all U.S.
  states, with live auto insurance quoting in California. The platform offers instant MCP quoting without an API key, enabling
  AI assistants to compare home and auto insurance from every carrier.
url: https://artifacts.apis.io/go-foresee-com/apis.yml
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-11-10 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-11-10'
modified: '2026-11-10'
tags:
- Insurance
- Artificial Intelligence
- Personal Finance
- QuoteEngine
- Company
tags_raw:
- Insurance
- AI
- PersonalFinance
- QuoteEngine
- Company
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: AgenticAccess
  url: agentic-access/go-foresee-com-agentic-access.yml
- type: Spectral
  url: rules/go-foresee-com-rules.yml
- type: JSONLD
  url: json-ld/go-foresee-com-context.jsonld
- type: Vocabulary
  url: vocabulary/go-foresee-com-vocabulary.yml
- type: DataModel
  url: data-model/go-foresee-com-data-model.yml
- type: ErrorCatalog
  url: errors/go-foresee-com-problem-types.yml
- type: Conformance
  url: conformance/go-foresee-com-conformance.yml
- type: LLMsTxt
  url: llms/go-foresee-com-llms.txt
- type: WellKnown
  url: well-known/go-foresee-com-well-known.yml
- type: Hosts
  url: hosts/go-foresee-com-hosts.yml
- type: TermsOfService
  url: https://go-foresee.com/terms
- type: Support
  url: https://go-foresee.com/support
- type: StatusPage
  url: https://go-foresee.com/status
- type: PrivacyPolicy
  url: https://go-foresee.com/privacy
- type: Documentation
  url: https://go-foresee.com/docs
- type: APIReference
  url: https://go-foresee.com/llms.txt
- type: DomainSecurity
  url: security/go-foresee-com-domain-security.yml
- type: Website
  url: https://go-foresee.com/
apis:
- aid: go-foresee-com:go-foresee-com-confirm-api
  name: Foresee Insurance Services, LLC Confirm API
  description: Confirm on the carrier's own site (live_carrier_quotes, agents host)
  humanURL: https://go-foresee.com/docs
  baseURL: https://mcp.go-foresee.com
  tags:
  - Confirm
  tags_raw:
  - confirm
  properties:
  - type: OpenAPI
    url: openapi/go-foresee-com-confirm-api-openapi.yml
  - type: JSONSchema
    url: json-schema/go-foresee-com-live-quote-args-schema.json
- aid: go-foresee-com:go-foresee-com-estimate-api
  name: Foresee Insurance Services, LLC Estimate API
  description: Instant estimates (quote_insurance)
  humanURL: https://go-foresee.com/docs
  baseURL: https://mcp.go-foresee.com
  tags:
  - Estimate
  tags_raw:
  - estimate
  properties:
  - type: OpenAPI
    url: openapi/go-foresee-com-estimate-api-openapi.yml
  - type: JSONSchema
    url: json-schema/go-foresee-com-quote-insurance-args-schema.json
- aid: go-foresee-com:go-foresee-com-mcp-api
  name: Foresee Insurance Services, LLC MCP API
  description: Model Context Protocol transport
  humanURL: https://go-foresee.com/docs
  baseURL: https://mcp.go-foresee.com
  tags:
  - MCP
  tags_raw:
  - mcp
  properties:
  - type: OpenAPI
    url: openapi/go-foresee-com-mcp-api-openapi.yml
  - type: JSONSchema
    url: json-schema/go-foresee-com-json-rpc-request-schema.json
  - type: JSONSchema
    url: json-schema/go-foresee-com-json-rpc-response-schema.json
- aid: go-foresee-com:go-foresee-com-ops-api
  name: Foresee Insurance Services, LLC Ops API
  description: Liveness and status
  humanURL: https://go-foresee.com/docs
  baseURL: https://mcp.go-foresee.com
  tags:
  - ops
  properties:
  - type: OpenAPI
    url: openapi/go-foresee-com-ops-api-openapi.yml
x-enrichment:
  date: '2026-11-10'
  status: enriched
  artifacts_added: 20
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

Foresee Insurance Services, LLC API — frequently asked questions

Does Foresee Insurance Services, LLC have an API?

Yes. APIs.io lists 4 APIs from Foresee Insurance Services, LLC, including Foresee Insurance Services, LLC Confirm API, Foresee Insurance Services, LLC Estimate API and Foresee Insurance Services, LLC MCP API, and 1 more.

Is there an OpenAPI specification for the Foresee Insurance Services, LLC API?

Yes. APIs.io indexes 4 OpenAPI specifications for Foresee Insurance Services, LLC, each linked for download from this page.

Is the Foresee Insurance Services, LLC API ready for AI agents?

Foresee Insurance Services, LLC has a Kin Score of 33.8 out of 100 (thin) and an Agent Readiness score of 22.5 (agent-aware), scored by API Evangelist on 2026-11-13.

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