• DATA
  • ANALYSIS
  • DECISION
  • HUMAN

How to track patient lab trends with your AI

Connect Health Gorilla to your agent to pull historical lab data and monitor clinical changes.

Ask AI about this page

Short answer

How can I track lab trends using my AI?

Your agent uses Health Gorilla to pull historical lab results and identify patterns in specific clinical markers. You'll see how values like glucose or cholesterol change over multiple visits.

Clinical outcomes

What you get from these trends

The AI handles the data retrieval so you can focus on the clinical picture.

DATA

Longitudinal views

The AI gathers results from multiple past visits to build a chronological history of a patient's health.

ANALYSIS

Value tracking

Your agent isolates specific markers like HbA1c to show if they are rising or falling over time.

DECISION

Clinical insights

The AI flags significant shifts in lab values, helping you spot trends before they become emergencies.

HUMAN

Clinical oversight

You review the AI's summarized trends to make the final call on treatment adjustments or medication changes.

The workflow

What your AI does when the data arrives.

The agent moves from raw data retrieval to organized clinical summaries.

  1. Identify patient records

    The agent looks up the available lab history for a specific patient to see what data is ready to be pulled.

    list_patient_results

  2. Pull specific values

    The agent fetches the exact lab results needed for the requested clinical analysis.

    get_lab_results

  3. Organize the timeline

    The AI sorts the retrieved results by date to create a logical sequence of clinical events.

    get_lab_results

  4. Summarize trends

    The agent calculates the direction of change for specific markers and presents a summary for your review.

    list_patient_results

Try it

Copy these to start.

Use these prompts to begin your analysis.

Starting points

Swap out the bracketed info for the specific patient or lab value you need to check.

Health Gorilla Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_ebKCOBCJKICNjX6BPOMtIfb0zAH07FCjfUbWiEnd/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Health Gorilla capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "health-gorilla-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_ebKCOBCJKICNjX6BPOMtIfb0zAH07FCjfUbWiEnd/mcp"
    }
  }
}
Copy into chat04

  • Show me the HbA1c trends for patient [Name] over the last six months.

  • Get the most recent lipid panel results for [Patient ID].

  • Compare the glucose levels for [Patient Name] from their last three lab visits.

  • List all recent lab results for [Patient Name] and highlight any significant changes.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Health Gorilla once, then ask.

One connection gives your agent access to the Health Gorilla data stream. Your credentials stay encrypted and secure.

Connect Health Gorilla to your AI

FAQ

How this task behaves

  • 01

    Can the AI change lab orders?

    No. The AI can only read and retrieve existing lab results.

  • 02

    Does the AI store my patient data?

    No. The AI uses the data to answer your questions in the moment, but it does not store or own the clinical records.

  • 03

    Can I ask for specific lab types?

    Yes. You can ask for specific panels like metabolic or lipid tests.

  • 04

    Will the AI make a diagnosis?

    No. The AI provides the data trends and summaries, but you must make all clinical diagnoses and treatment decisions.

  • 05

    Can the AI delete old lab results?

    No. The tools only allow for retrieving and listing data, not modifying or deleting it.

  • More questions about Health Gorilla? The Connector page answers them. See everything the Health Gorilla Connector can do

Connect Health Gorilla to Claude, Cursor, ChatGPT & more