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How to Use the HHS Open Payments MCP in Google ADK

Feed massive government financial transparency datasets directly into your Google ADK agents for long-context analysis.

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Google ADK

Connect HHS Open Payments MCP to Google ADK

Create your Vinkius account to connect HHS Open Payments to Google ADK and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Load JSON exports directly into BigQuery

The `download_dataset` tool gives your Google ADK agent access to complete reporting year exports in JSON format. Your agent pulls the raw file and loads it straight into BigQuery for enterprise warehousing. Gemini's massive context window means you can dump thousands of payment records into a single prompt. The agent reads the entire export, cross-references it with your internal hospital data, and identifies anomalous payment spikes.

Filter transactions with your MCP Server

You execute SoQL queries with the `query_dataset` tool to filter specific transactions before they hit your agent's context. Your LLM agent writes the query to isolate payments from a specific device manufacturer to a targeted teaching hospital. This keeps your pipeline efficient. Instead of downloading gigabytes of data, your Google ADK system uses `search_hospitals` to find the exact facility, then queries only the relevant financial ties.

Verify reporting year metadata automatically

Using `list_datasets` and `get_dataset`, your Google ADK agent maps the available HHS Open Payments metadata. It checks which reporting years are published and verifies the schema before running deep searches. You configure this MCP Server using `McpToolset` with `StreamableHttpServerParameters`. The agent uses `search_physicians` to verify doctor identities against the metadata, ensuring your Vertex AI pipelines process accurate compliance data.

Setup guide

Set up HHS Open Payments MCP in Google ADK

Prerequisites

  • Python 3.10+ installed
  • google-adk package (pip install google-adk)
  • Active Vinkius subscription with a valid endpoint token
  1. 1

    Install Google ADK

    Run pip install google-adk to install the Agent Development Kit. MCP support is included via the McpToolset class.

  2. 2

    Connect via SSE transport

    Use McpToolset.from_server() with SseServerParams pointing to your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.

  3. 3

    Create an LlmAgent

    Pass the returned mcp_tools list directly to LlmAgent(tools=mcp_tools). The ADK maps each MCP tool to a native Gemini function call — no manual schema definitions required.

  4. 4

    Run with any Gemini model

    The agent works with any Gemini model (gemini-2.0-flash, gemini-2.5-pro, etc.). Copy the full example on the right to get started with HHS Open Payments tools in your ADK agent.

agent.py
from google.adk.agents import LlmAgent
from google.adk.tools.mcp_tool.mcp_toolset import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import SseServerParams

# Connect to the MCP via SSE
mcp_tools, exit_stack = await McpToolset.from_server(
    connection_params=SseServerParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    )
)

# Create your agent with auto-discovered tools
agent = LlmAgent(
    name="HHS Open Payments_agent",
    model="gemini-2.0-flash",
    instruction="You have access to HHS Open Payments tools via MCP.",
    tools=mcp_tools,
)

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by HHS Open Payments. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about HHS Open Payments MCP in Google ADK

You instantiate an `McpToolset` with your endpoint URL and pass it to the `tools` array of your `LlmAgent`. The Gemini model automatically recognizes the medical payment search functions.
Yes. The agent uses the `query_dataset` tool to pass SoQL filters. This restricts the payload to specific manufacturers or payment thresholds before ingestion.
It does. The `search_physicians` tool is exposed directly to the agent. It looks up exact doctor profiles to ensure your compliance reports target the correct medical professional.
You can use the `tool_names` filter when setting up the toolset. This lets you expose `search_hospitals` while hiding `download_dataset` if you want to prevent large file transfers.
The server processes queries for pharmaceutical payments and hospital financial relationships entirely in memory. The Vinkius zero-trust architecture destroys the execution environment the moment your Google ADK agent receives the requested records, ensuring your compliance audit trails remain strictly local.

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