medicationexplorer data-backed, AI-assisted code set creation

Medication code sets, from what FDA labels say

Medication Explorer gives your own AI tools to build a medication code set (NDC and HCPCS codes) for a condition or a medication. The database lists what the FDA prescription labels state; your AI decides what belongs and why, with you, and every included medication cites the label text it rests on. This service never calls an AI model itself.

A saved code set has its own page and an Excel workbook: every decision with its reason and label evidence, and the codes.

Connect your AI

Add this address as a custom connector (MCP server) in your AI's settings:

https://medications.observational.study/mcp

Then ask it for a code set — for example, the medications used in people with a condition. It will ask you what you need.

Data and definitions

The sources, what a code set covers, and the words a code set page uses are on Data and definitions.