• EHR
  • REDOX
  • HUMAN
  • LOGS

How to send clinical observations to the EHR with your AI

Connect Redox once. After that, your agent handles the formatting and delivery of vitals to the EHR.

Ask AI about this page

Short answer

How can I get my AI to save vitals to the EHR?

Your agent extracts clinical data from your notes and uses the create_observation tool to push it as a structured FHIR bundle. This puts the data directly into the EHR without manual entry. You'll see how the data moves below.

The results.

Where your data lands.

The AI handles the technical translation between your notes and the EHR.

EHR

Structured FHIR records

The create_observation tool sends the data as a valid FHIR bundle. This ensures the EHR accepts the vitals immediately.

REDOX

Standardized delivery

Redox acts as the bridge. It takes the structured data from your agent and routes it to the specific EHR endpoint.

HUMAN

Clinical validation

You remain responsible for the accuracy of the notes. The AI only sends what you tell it to send.

LOGS

Audit readiness

Every observation sent is a discrete event. You get a clean digital trail of what was pushed and when.

The workflow

What your AI does when clinical data arrives.

The AI moves from reading your text to executing the data transfer.

  1. Extract vitals

    Your agent scans your clinical notes for specific measurements like blood pressure, heart rate, or temperature.

    create_observation

  2. Format FHIR bundle

    The AI organizes those measurements into the specific JSON structure required by the FHIR standard.

    create_observation

  3. Push to EHR

    The agent calls the Redox tool to transmit the formatted observation to the target EHR system.

    create_observation

  4. Confirm delivery

    The AI verifies that the transmission was successful and reports the status back to you.

    create_observation

Try it

Copy these to start.

Use these prompts to trigger the Redox connection.

Starting points

These are opening lines. Swap out the bracketed info with your actual patient data.

Redox Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_vkjMJUhpElzGUBW33LqwwW8NlPpFijvpbWdCCZWf/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 — Redox capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "redox-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_vkjMJUhpElzGUBW33LqwwW8NlPpFijvpbWdCCZWf/mcp"
    }
  }
}
Copy into chat04

  • Create an observation in the EHR for this patient: BP 120/80, HR 72, Temp 98.6.

  • Take these vitals from my note and send them to the EHR using Redox: [paste note text].

  • Find the heart rate in this clinical summary and create an observation for it.

  • Send a new blood pressure reading of 135/85 to the EHR.

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

Start here

Connect Redox once, then ask.

Click the link to authorize the connection. Your credentials stay encrypted, and you can find the full technical details on the Connector page.

Connect Redox to your AI

FAQ

How this task behaves.

  • 01

    Can the AI delete an observation if I make a mistake?

    No. This MCP only has the capability to create observations. You must use the EHR interface to delete or correct records.

  • 02

    Does the AI decide which patient the data belongs to?

    No. You must specify the patient or the context in your prompt so the AI knows where to route the data.

  • 03

    Will this work with any EHR?

    It works with any EHR that Redox supports. Redox handles the translation to various proprietary systems.

  • 04

    Can the AI pull historical vitals from the EHR?

    No. The current tools are limited to creating new observations.

  • 05

    Do I need to write FHIR code myself?

    No. Your AI handles the FHIR bundling; you just provide the clinical data.

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

Connect Redox to Claude, Cursor, ChatGPT & more