Licensy AI is healthcare licensing infrastructure. It aggregates physician and physician assistant licensing information from official public sources across all 50 U.S. states and DC, normalizes it into one consistent schema, preserves primary-source screenshots where available, and delivers it through a REST API, the MCP server, and enterprise integrations.

Which providers are covered?

Physician (MD/DO) and physician assistant (PA) licenses across all 50 U.S. states and DC.

Where does the licensing data come from?

Official public sources — primarily state licensing board records. Each record includes a source URL and, where available, a primary-source screenshot and a last-checked date.

How often is the data updated?

For monitored accounts, records are refreshed daily against official public sources so you can track changes over time.

How is the data delivered?

Through a REST API, the Model Context Protocol (MCP) server, or a custom enterprise integration — the same normalized license record in each.

Healthcare licensing infrastructure

Healthcare Licensing Infrastructure

Nationwide physician and physician assistant licensing data, standardized from official public sources and delivered through API, MCP, and enterprise integrations.

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Integrate once instead of maintaining separate workflows across state licensing boards.

50 states + DC

Physician & PA license data

Daily monitored updates

Primary-source screenshots

REST API

MCP access

Licensing data is fragmented by state.

Healthcare organizations rely on separate board websites, inconsistent search tools, and manual evidence capture. Building and maintaining those workflows consumes operational and engineering resources — and the work repeats every time a license changes.

How it works

One standardized access layer.

Licensy AI collects provider licensing information from official public sources, maps it into a consistent schema, preserves supporting screenshots, and delivers it through modern integrations.

01
Aggregate
Physician & PA licensing information collected from official public sources across U.S. jurisdictions.
02
Normalize
Each board's differing fields and status labels mapped to one consistent schema.
03
Preserve evidence
Primary-source screenshots captured where available, as supporting source context.
04
Deliver
Access the same normalized record through a REST API or the MCP server.
05
Monitor
Records refreshed daily for monitored accounts so you can track changes over time.

Structured data with source context.

What a single lookup returns — the same shape across every jurisdiction.

{
  "full_name": "Jane A. Smith",
  "license_number": "A1234567",
  "state": "California",
  "profession": "Physician (MD)",
  "status": "active",
  "issued": "2016-06-29",
  "expired": "2028-05-31",
  "last_checked": "2026-07-20",
  "source_url": "https://…state board record…",
  "screenshot_url": "https://…primary-source screenshot…"
}

Fields that aren't consistently available across jurisdictions are labeled accordingly.

Developers

Built to integrate.

Add provider licensing data to onboarding, monitoring, credentialing, staffing, and healthcare software workflows — through one API instead of dozens of board-specific integrations.

View API Documentation Explore MCP

POST /api/v2/licenses/lookup
Authorization: Bearer <key>
Content-Type: application/json

{ "npi": "1234567890", "state": "CA" }

MCP

Licensing data for AI workflows.

The Licensy MCP server exposes structured provider-licensing tools that AI applications can call inside defined workflows — find a provider's licenses, look up a status, retrieve a source screenshot, or check a set of providers.

View MCP Documentation

Provider licensing data, in the workflows that need it.

Verify providers during onboarding

Retrieve licensing information across multiple states

Monitor existing provider networks

Add licensing data to credentialing software

Support staffing and placement workflows

Supply licensing facts to AI-assisted workflows

Tell us how your organization handles provider licensing today.

We're working with organizations that need standardized physician and physician assistant licensing data across multiple jurisdictions.

Discuss Your Workflow View Documentation

Licensy AI provides licensing information derived from official public sources. Customers remain responsible for determining how the information is used within their credentialing, compliance, legal, or operational workflows.