GenHealth.ai

GenHealth.ai builds generative AI for healthcare operations, powered by a Large Medical Model (LMM) trained on sequences of medical events. Its products automate the administrative back office for providers, health plans, and DME suppliers: fax intake routing, prior authorization and medical-necessity review (UMPA), and revenue cycle management. The developer platform exposes an Inference API that generates simulated patient futures from demographic, ICD diagnosis, CPT/HCPCS procedure, and NDC medication codes, an Embeddings API for semantic search over medical sequences, and a UM/PA API that uploads, extracts, and adjudicates prior-authorization PDFs. GenHealth integrates with any FHIR server implementing the HL7 Da Vinci prior-authorization guides (CRD, DTR, PAS). The platform is SOC 2 and HIPAA compliant with a public trust center and status page.

GenHealth.ai is profiled on the APIs.io network. Tagged areas include Company, Health, Healthcare, Artificial Intelligence, and Generative AI.

GenHealth.ai’s developer surface includes documentation, API reference, getting-started guide, support, engineering blog, signup flow, authentication, and 17 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

29.5/100 thin ▬ flat Agent 10/100 agent aware Front door AI 4/6 moderate Heartbeat 30/100 slowing saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

0 APIs 1 MCP Servers 3 Agent Skills

Company Health Healthcare Artificial Intelligence Generative AI Prior Authorization Revenue Cycle Management FHIRHL7 Da VinciMedical Coding Utilization Management

Kin Score

Kin Score How this is scored →
scored 2026-11-06 · rubric v0.27.0

Composite quality — 29.5/100 · thin

Contract Quality 0.0 / 21

Developer Ergonomics 10.1 / 17

Access Clarity 4.7 / 17

Operational Transparency 2.9 / 11

Contract Governance 1.9 / 10

Discoverability 4.7 / 9

Regulatory Posture 2.8 / 15

Agent readiness — 10/100 · 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 5 / 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 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 Health 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 Contract +18 pts — api_specs includes an OpenAPI document
Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author
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)
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
Rate-Limit Signaling +7 pts — OpenAPI responses document X-RateLimit-* / RateLimit headers (verified), else a rate_limits artifact or RateLimits link (documented)

10 more unmet checks in the Agent Readiness table above.

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

Contract Quality scores 0.0 — up to +25.0 composite points
Access Clarity scores 27.6 — up to +14.5 composite points
Contract Governance scores 18.2 — up to +9.8 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/genhealthai/apis.yml: open an issue on github.com/api-evangelist/genhealthai 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 →

Markets this provider is in provisional

The Kin Score Market layer reads a provider inside its market: its position, and how deep its integrations go. Depth is only comparable within a position. Provisional and unweighted: not part of the Kin Score or agent readiness.

Market	Position	Depth	Registered MCP server	Declares compatibility
Agent Skills (SKILL.md packages)	undeclared	-	-	1

Registered MCP server and declares compatibility are report only — not weighted. Undeclared means we found nothing we can read, so there is no number: we never infer integrations.

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.

HL7 FHIR

tagged — the provider's own APIs.json carries the standard as a tag; implementation not verified

Model Context Protocol (MCP)

measured — observed by APIs.io (documented)

Agent Skills

measured — observed by APIs.io (published)

MCP Servers 1

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

GenHealth.ai MCP Server

Remote MCP server at docs.genhealth.ai over HTTP; 5 tools listed.

MCP SERVER

Agent Skills 3

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

draft-response

AGENT SKILL

fax-intake-routing

AGENT SKILL

prior-auth-drafting

AGENT SKILL

Service Levels 1

Uptime the provider promises or reports, as SLA4OAI. Read from its own pages; APIs.io runs no monitors.

GenHealth.ai

SLA

Security Posture 3

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

Genhealthai Authentication

http · 1 scheme

SECURITY

Genhealthai Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Genhealthai Trust Center

SOC 2, HIPAA

SECURITY

Resources

Get Started 4

Portal, sign-up, and the first successful call

DeveloperPortal

GettingStarted

SignUp

Sandbox

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 3

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

MCPServer

MCPServer

AgentSkill

AgentSkill

Design & Contract 3

Pagination, idempotency, versioning, errors, and events

Conformance

Conformance

Lifecycle

Lifecycle

Conventions

Conventions

Build 1

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

Access & Security 4

Authentication, authorization, and security posture

TrustCenter

Compliance

Authentication

DomainSecurity

Operate 3

Status, limits, changes, and where to get help

Support

Support

StatusPage

StatusPage

ChangeLog

ChangeLog

Commercial 2

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 2

The organization behind the API

Website

Website

Blog

Blog

Source (apis.yml)

aid: genhealthai
name: GenHealth.ai
description: 'GenHealth.ai builds generative AI for healthcare operations, powered by a Large Medical Model (LMM) trained
  on sequences of medical events. Its products automate the administrative back office for providers, health plans, and DME
  suppliers: fax intake routing, prior authorization and medical-necessity review (UMPA), and revenue cycle management. The
  developer platform exposes an Inference API that generates simulated patient futures from demographic, ICD diagnosis, CPT/HCPCS
  procedure, and NDC medication codes, an Embeddings API for semantic search over medical sequences, and a UM/PA API that
  uploads, extracts, and adjudicates prior-authorization PDFs. GenHealth integrates with any FHIR server implementing the
  HL7 Da Vinci prior-authorization guides (CRD, DTR, PAS). The platform is SOC 2 and HIPAA compliant with a public trust center
  and status page.'
url: https://raw.githubusercontent.com/api-evangelist/genhealthai/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- craft-ventures
x-tier: profiled
x-tier-reason: enrichment-pipeline
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: false
  label: Hosted service · you call their endpoint
  confidence: medium
  source:
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source:
  - authentication
  - security
  - sandbox
  generated: '2026-11-06'
  method: derived
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-07-19'
image: https://genhealth.ai/apple-touch-icon.png
x-docs-platform: readme
x-docs-platform-confidence: high
x-docs-platform-checked: 2026-10-03
tags:
- Company
- Health
- Healthcare
- Artificial Intelligence
- Generative AI
- Prior Authorization
- Revenue Cycle Management
- FHIR
- HL7 Da Vinci
- Medical Coding
- Utilization Management
apis: []
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Website
  url: https://genhealth.ai
- type: DeveloperPortal
  url: https://docs.genhealth.ai
- type: Documentation
  url: https://docs.genhealth.ai
- type: APIReference
  url: https://docs.genhealth.ai/docs/prior-authorization-automation
- type: GettingStarted
  url: https://docs.genhealth.ai/docs/getting-started-1
- type: Support
  url: mailto:support@genhealth.ai
- type: Blog
  url: https://genhealth.ai/blog
- type: GitHubOrganization
  url: https://github.com/genhealth
- type: SignUp
  url: https://umpa.genhealth.ai
- type: TermsOfService
  url: https://genhealth.ai/terms
- type: PrivacyPolicy
  url: https://genhealth.ai/privacy
- type: TrustCenter
  url: https://trust.genhealth.ai
- type: StatusPage
  url: https://status.genhealth.ai
- type: Compliance
  url: https://trust.genhealth.ai
- type: LLMsTxt
  url: llms/genhealthai-llms.txt
- type: MCPServer
  url: mcp/genhealthai-mcp.yml
- type: AgentSkill
  url: skills/_index.yml
- type: Authentication
  url: authentication/genhealthai-authentication.yml
- type: Conformance
  url: conformance/genhealthai-conformance.yml
- type: Sandbox
  url: sandbox/genhealthai-sandbox.yml
- type: Lifecycle
  url: lifecycle/genhealthai-lifecycle.yml
- type: ChangeLog
  url: changelog/genhealthai-changelog.yml
- type: Conventions
  url: conventions/genhealthai-conventions.yml
- type: DomainSecurity
  url: security/genhealthai-domain-security.yml
x-enrichment:
  date: '2026-07-19'
  status: backfilled
  pass: local-v1
  note: backfilled from .gitignore signal + verified work evidence

GenHealth.ai API — frequently asked questions

How do I authenticate with the GenHealth.ai API?

GenHealth.ai uses bearer-token authentication (http · 1 scheme). The details are profiled on APIs.io as Genhealthai Authentication.

Does GenHealth.ai have an MCP server?

Yes. APIs.io lists 1 MCP server for GenHealth.ai: Remote MCP server at docs.genhealth.ai over HTTP; 5 tools listed.

Is the GenHealth.ai API ready for AI agents?

GenHealth.ai has a Kin Score of 29.5 out of 100 (thin) and an Agent Readiness score of 9.6 (agent-aware), scored by API Evangelist on 2026-11-06.

Work with this as data

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MCP server

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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.

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How their score was established

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