> For the complete documentation index, see [llms.txt](https://docs.dataplex-consulting.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.dataplex-consulting.com/snowflake-access/ai-agent-quickstart.md).

# AI Agent Quickstart

### For AI Agents and the Humans Who Run Them

Every Dataplex healthcare data product (CMS provider and facility data, FDA adverse events, CDC public health statistics, NPI provider records) can be discovered, sampled, and queried by an AI agent in minutes. This page is written to be machine-readable: exact listing identifiers, copy-paste SQL, and no steps that require a browser.

{% hint style="info" %}
**Read-only by design.** Marketplace data shares are read-only: your AI agent can query Dataplex data but can never modify it.
{% endhint %}

{% hint style="success" %}
**New: the Dataplex MCP server.** Point any MCP client at `https://mcp.dataplex-consulting.com/mcp` to search the catalog, pull real samples, and get trial SQL — keyless and read-only. [Setup guide](/snowflake-access/mcp-server.md).
{% endhint %}

## Get a Dataplex Dataset from Inside Snowflake (SQL only, no UI)

If your agent operates inside a Snowflake account with `CREATE DATABASE` privileges, it can go from nothing to querying trial data in four statements: no browser, no sales call. Example using the FDA AEMS Adverse Events Dataset:

```sql
-- 1. Accept the listing terms (one-time, per listing)
CALL SYSTEM$ACCEPT_LEGAL_TERMS('DATA_EXCHANGE_LISTING', 'GZT1Z7QRT19A');

-- 2. Mount the listing as a database
CREATE DATABASE FDA_AEMS FROM LISTING 'GZT1Z7QRT19A';

-- 3. Query it
SELECT * FROM FDA_AEMS.DWV.DRUG_REPORTS LIMIT 10;
```

If a listing requires provider approval, request it and wait in one call, then create the database:

```sql
CALL SYSTEM$REQUEST_LISTING_AND_WAIT('GZT1Z7QRT19A');
CREATE DATABASE FDA_AEMS FROM LISTING 'GZT1Z7QRT19A';
```

## Listing Identifiers for All Dataplex Products

| Product                                                                                      | Listing global name | First query to run                                                                                            |
| -------------------------------------------------------------------------------------------- | ------------------- | ------------------------------------------------------------------------------------------------------------- |
| [ACA Marketplace Analytics](/data-catalog/aca-marketplace-dataset.md)                        | `GZT1Z7QRSXWC`      | `SELECT * FROM <db>.DWV.RATES LIMIT 10;`                                                                      |
| [Canadian Provider Registry](/data-catalog/canada-provider-registry-dataset.md)              | `GZT1Z7QRSX3V`      | `SELECT * FROM <db>.DWV.PROVIDERS LIMIT 10;`                                                                  |
| [CDC Open Data Product](/data-catalog/cdc-open-data-product.md)                              | `GZT1Z125KEY`       | `SELECT table_schema, table_name FROM <db>.INFORMATION_SCHEMA.VIEWS WHERE table_schema LIKE 'DWV%' LIMIT 10;` |
| [Census LEHD LODES Employment](/data-catalog/census-lehd-lodes-dataset.md)                   | `GZT1Z7QRSWHE`      | See product docs                                                                                              |
| [CMS Medicaid Provider Spending](/data-catalog/cms-medicaid-provider-spending-dataset.md)    | `GZT1Z7QRSYVE`      | See product docs                                                                                              |
| [CMS Prior Auth Compliance Intelligence](/data-catalog/cms-prior-auth-compliance-dataset.md) | `GZT1Z7QRT1XU`      | `SELECT * FROM <db>.DWV.COMPLIANCE_DEADLINES LIMIT 10;`                                                       |
| [FDA AEMS Adverse Events](/data-catalog/fda-aems-dataset.md)                                 | `GZT1Z7QRT19A`      | `SELECT * FROM <db>.DWV.DRUG_REPORTS LIMIT 10;`                                                               |
| [FDA Total Diet Study](/data-catalog/fda-tds-dataset.md)                                     | `GZT1Z7QRT0BH`      | See product docs                                                                                              |
| [HRSA Healthcare Resources](/data-catalog/hrsa-dataset.md)                                   | `GZT1Z7QRSW96`      | `SELECT * FROM <db>.DWV.PROVIDERS LIMIT 10;`                                                                  |
| [NPPES Provider Golden Record](/data-catalog/nppes-validated-dataset.md)                     | `GZT1Z7QRT0IO`      | `SELECT * FROM <db>.DWV.PRODUCT_INFO;`                                                                        |
| [Nursing Home Compliance Intelligence](/data-catalog/cms-nh-compliance-dataset.md)           | `GZT1Z7QRT1QB`      | `SELECT * FROM <db>.DWV.FACILITY_MASTER LIMIT 10;`                                                            |

Replace `<db>` with whatever database name you chose in `CREATE DATABASE`.

## Machine-Readable Documentation

* Every page on this docs site is available as plain Markdown: append `.md` to any page URL.
* The full site map for LLMs: [docs.dataplex-consulting.com/llms.txt](https://docs.dataplex-consulting.com/llms.txt)

## Not on Snowflake?

* **Databricks:** every major product is also delivered via Delta Sharing; see [Getting Started with Databricks](/databricks-access/getting-started.md).
* **Free trial (any platform):** [trial.dataplex-consulting.com](https://trial.dataplex-consulting.com), a 14-day trial share with representative sample data.
* **Humans with questions:** <support@dataplex-consulting.com>.


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter, and the optional `goal` query parameter:

```
GET https://docs.dataplex-consulting.com/snowflake-access/ai-agent-quickstart.md?ask=<question>&goal=<endgoal>
```

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
`goal` is optional and describes the broader end goal you are ultimately trying to accomplish on behalf of the user. GitBook uses it to tailor the answer towards what is most useful for that goal.

The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.