Develop Health

Develop Health is a San Francisco-based healthcare technology company that automates medication access for prescribers using generative AI. Its platform runs real-time medication benefit verification, clinical qualification, and end-to-end prior authorization (generating and submitting PA packages, then following up and returning structured status) so care teams spend less time on payer paperwork. The Develop Health Public API exposes these capabilities to EHRs and partners over an HTTPS JSON REST interface secured with Frontegg JWT bearer tokens, with asynchronous results delivered by signed webhooks. It integrates with EHRs such as athenahealth and Canvas. Surfaced as a portfolio company of Wing Venture Capital and enriched into the API Evangelist network.

Develop Health publishes 2 API contracts indexed on the APIs.io network: Eligibility Check API and Support Program API. Tagged areas include Company, Healthcare, Prior Authorization, Benefit Verification, and Medication Access.

The Develop Health catalog on APIs.io includes 2 event-driven AsyncAPI specifications and 1 Spectral governance ruleset.

Develop Health’s developer surface includes documentation, API reference, getting-started guide, authentication, changelog, sandbox, engineering blog, and 17 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

43.2/100 developing ▬ flat Agent 23/100 agent aware Front door AI 4/6 moderate Heartbeat 50/100 alive saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

1 published contract 3 Agent Skills

Company Healthcare Prior AuthorizationBenefit VerificationMedication Access Insurance Health Tech Artificial Intelligence

What this lets a business do 1

Business capabilities this provider's published APIs can perform, derived from its own contracts. Browse all capabilities →

Patient Access Management

BC-2800

public-api

Kin Score

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

Composite quality — 43.2/100 · developing

Contract Quality 10.1 / 19

Developer Ergonomics 8.5 / 15

Access Clarity 3.2 / 15

Operational Transparency 3.3 / 10

Contract Governance 1.6 / 9

Discoverability 5.5 / 8

Regulatory Posture 2.8 / 15

Create-or-Update Ergonomics 0.0 / 10

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 10 / 10

Idempotency 0 / 9

Stable Error Semantics 8 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 6 / 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 applies to this provider. This API accepts writes, so it carries 10 points of the composite. It is scored from the published contracts themselves: whether a caller can create-or-update in one call, whether the write accepts a key the caller already holds, and whether the response says which branch ran. Without that, every write needs a search-and-branch in front of it, and the first time that check is skipped a duplicate record is created. Scored against the observed mean rather than raw — a provider at the catalog average is unchanged by this facet, not penalised by it.

The six quality facets above are damped to 75 points between them, because the conditional facet above carries the other 25. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 75% 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
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)
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)
Request/Response Examples +7 pts — share of operations carrying request/response examples; else an Examples / Code Samples link
Registration Without a Human +6 pts — a `registration_endpoint` in the served RFC 8414 / OIDC discovery document

7 more unmet checks in the Agent Readiness table above.

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

Access Clarity scores 21.1 — up to +15.8 composite points
Contract Quality scores 54.0 — up to +11.5 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/develop-health/apis.yml: open an issue on github.com/api-evangelist/develop-health 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
E-Prescribing (pharmacy, e-prescribing, medication data)	undeclared	-	-	-

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 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 2

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

Develop Health Eligibility Check API

The Eligibility Check API from Develop Health — 1 operation(s) for eligibility check.

Develop Health Support Program API

The Support Program API from Develop Health — 1 operation(s) for support program.

Open Collections 1

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

Develop Health Public public-api API

OPEN COLLECTION

Agent Skills 3

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

Run a medication benefit verification

AGENT SKILL

Submit and track a prior authorization

AGENT SKILL

Authorize and look up providers

AGENT SKILL

Service Levels 1

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

Develop Health

SLA

Event Specifications 2

AsyncAPI definitions for this provider's event-driven and streaming APIs.

Develop Health Webhooks

AsyncAPI description of the Develop Health webhook event surface, generated by the API Evangelist enrichment pipeline from the published webhook reference (https://docs.developh...

ASYNCAPI

Develop Health Webhooks

ASYNCAPI

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

Develop Health API Rules

47 rules · 45 errors 1 warnings 1 info

SPECTRAL

OpenAPI Overlays 1

Overlays applied on top of this provider's contracts. Each card says who wrote it: a document the provider publishes, or one API Evangelist derived or generated.

Develop Health Openapi Overlay

3 actions · documentation · develop-health-openapi.yml

DERIVED

Security Posture 2

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

Develop Health Authentication

http · 1 scheme

SECURITY

Develop Health Domain Security

TLSv1.3 · HSTS · DNSSEC · DMARC

SECURITY

Agentic Access 1

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

Develop Health Agentic Access

15 operations · 9 acting

AGENTIC

Resources

Get Started 3

Portal, sign-up, and the first successful call

GettingStarted

GettingStarted

Sandbox

Sandbox

SignUp

SignUp

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 4

MCP servers, agent skills, and machine-readable catalogs

X-MCPServerCandidate

AgentSkill

AgenticAccess

LLMsTxt

Design & Contract 3

Pagination, idempotency, versioning, errors, and events

Conventions

Conventions

Conformance

Conformance

Lifecycle

Lifecycle

Build 1

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

Access & Security 2

Authentication, authorization, and security posture

Authentication

Authentication

DomainSecurity

DomainSecurity

Operate 3

Status, limits, changes, and where to get help

StatusPage

StatusPage

ChangeLog

ChangeLog

Support

Support

Commercial 2

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 2

The organization behind the API

Blog

Blog

Website

Website

Other 2

Properties that don't map to a standard resource type

CapabilityMap

CapabilityMap

Overlay

Overlay

Source (apis.yml)

aid: develop-health
name: Develop Health
description: Develop Health is a San Francisco-based healthcare technology company that automates medication access for prescribers
  using generative AI. Its platform runs real-time medication benefit verification, clinical qualification, and end-to-end
  prior authorization (generating and submitting PA packages, then following up and returning structured status) so care teams
  spend less time on payer paperwork. The Develop Health Public API exposes these capabilities to EHRs and partners over an
  HTTPS JSON REST interface secured with Frontegg JWT bearer tokens, with asynchronous results delivered by signed webhooks.
  It integrates with EHRs such as athenahealth and Canvas. Surfaced as a portfolio company of Wing Venture Capital and enriched
  into the API Evangelist network.
url: https://raw.githubusercontent.com/api-evangelist/develop-health/refs/heads/main/apis.yml
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: true
  label: Hosted service · you call their endpoint
  confidence: high
  source:
  - openapi
  - 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
image: https://framerusercontent.com/images/7uigtcymLe3mrSSSwT0H9pgISWc.jpg
x-type: company
x-source: vc-portfolio
x-backed-by:
- wing-venture-capital
x-tier: profile
x-tier-reason: enriched
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-09-16'
x-docs-platform: mintlify
x-docs-platform-confidence: medium
x-docs-platform-checked: 2026-09-25
tags:
- Company
- Healthcare
- Prior Authorization
- Benefit Verification
- Medication Access
- Insurance
- Health Tech
- Artificial Intelligence
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
apis:
- aid: develop-health:develop-health-eligibility-check-api
  name: Develop Health Eligibility Check API
  description: The Eligibility Check API from Develop Health — 1 operation(s) for eligibility check.
  humanURL: https://docs.develophealth.ai/introduction
  baseURL: https://api.develophealth.io
  tags:
  - Eligibility Check
  properties:
  - type: OpenAPI
    url: openapi/develop-health-eligibility-check-api-openapi.yml
  - type: AsyncAPI
    url: asyncapi/develop-health-asyncapi.yml
  - type: Webhooks
    url: asyncapi/develop-health-webhooks.yml
  - type: ErrorCatalog
    url: errors/develop-health-problem-types.yml
  - type: DataModel
    url: data-model/develop-health-data-model.yml
- aid: develop-health:develop-health-support-program-api
  name: Develop Health Support Program API
  description: The Support Program API from Develop Health — 1 operation(s) for support program.
  humanURL: https://docs.develophealth.ai/introduction
  baseURL: https://api.develophealth.io
  tags:
  - Support Program
  properties:
  - type: OpenAPI
    url: openapi/develop-health-support-program-api-openapi.yml
  - type: AsyncAPI
    url: asyncapi/develop-health-asyncapi.yml
  - type: Webhooks
    url: asyncapi/develop-health-webhooks.yml
  - type: ErrorCatalog
    url: errors/develop-health-problem-types.yml
  - type: DataModel
    url: data-model/develop-health-data-model.yml
common:
- type: CapabilityMap
  url: capabilities/develop-health-capability-edges.yml
  name: Develop Health Business Capability Map
- type: X-MCPServerCandidate
  url: mcp/develop-health-mcp.yml
  note: 'Renamed from MCPServer 2026-09-03 (roadmap#247): the manifest self-describes as status: candidate — a tool list derived
    from the published API contracts, not an existing server. The scorer already read the manifest and reported mcp_server
    correctly; the MCPServer type was crediting the artifact-type surfaces with a server that does not exist.'
- type: Overlay
  url: overlays/develop-health-openapi-overlay.yaml
- type: Documentation
  url: https://docs.develophealth.ai/introduction
- type: APIReference
  url: https://docs.develophealth.ai/api-reference/quickstart
- type: GettingStarted
  url: https://docs.develophealth.ai/api-reference/quickstart
- type: Authentication
  url: authentication/develop-health-authentication.yml
- type: Conventions
  url: conventions/develop-health-conventions.yml
- type: Conformance
  url: conformance/develop-health-conformance.yml
- type: Lifecycle
  url: lifecycle/develop-health-lifecycle.yml
- type: StatusPage
  url: https://status.develophealth.io
- type: ChangeLog
  url: changelog/develop-health-changelog.yml
- type: Sandbox
  url: sandbox/develop-health-sandbox.yml
- type: AgentSkill
  url: skills/_index.yml
- type: AgenticAccess
  url: agentic-access/develop-health-agentic-access.yml
- type: DomainSecurity
  url: security/develop-health-domain-security.yml
- type: LLMsTxt
  url: llms/develop-health-llms.txt
- type: Blog
  url: https://www.develophealth.ai/blog
- type: GitHubOrganization
  url: https://github.com/develop-health
- type: SignUp
  url: https://platform.develophealth.ai
- type: TermsOfService
  url: https://www.develophealth.ai/terms-of-use
- type: PrivacyPolicy
  url: https://www.develophealth.ai/privacy-notice
- type: Support
  url: mailto:support@develophealth.io
- type: Website
  url: https://www.develophealth.ai/
x-enrichment:
  date: '2026-07-19'
  status: backfilled
  pass: local-v1
  note: backfilled from .gitignore signal + verified work evidence

Develop Health API — frequently asked questions

Does Develop Health have an API?

Yes. APIs.io lists 2 APIs from Develop Health, including Develop Health Eligibility Check API and Develop Health Support Program API.

Is there an OpenAPI specification for the Develop Health API?

Yes. APIs.io indexes 2 OpenAPI specifications for Develop Health, each linked for download from this page.

How do I authenticate with the Develop Health API?

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

Is the Develop Health API ready for AI agents?

Develop Health has a Kin Score of 43.2 out of 100 (developing) and an Agent Readiness score of 23.2 (agent-aware), scored by API Evangelist on 2026-11-06.

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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.
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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