analyze_medical_image

THE RISK

Low Risk

Why analyze_medical_image needs a policy

This tool performs image analysis—a read-only operation that extracts information from medical images without altering the images, triggering external systems, or creating irreversible changes. It is comparable to other Read-category tools in the sibling list (e.g., fetch_abstract, which retrieves information).

From the tool's definition The tool name 'analyze_medical_image' combined with the description 'Analyze a medical image (X-ray, CT, pathology slide, dermatology photo) using MedGemma' indicates a data retrieval and interpretation operation.

Documented attack patterns abuse exactly the kind of access analyze_medical_image gives an agent:

POLICY

How to control analyze_medical_image

PolicyLayer is an MCP gateway — it sits between your AI agents and MedSci Agent, and nothing reaches the server without passing your rules. This is the rule we recommend for analyze_medical_image:

policy.json

{
  "version": "1",
  "default": "deny",
  "tools": {
    "analyze_medical_image": {}
  }
}

analyze_medical_image is read-only, so it stays allowed — but everything else on the server is denied unless you say otherwise.

Create a free account and register MedSci Agent — nothing to install.
Add this policy — paste it, or build it visually.
Point your MCP client (Claude, Cursor, anything) at your gateway URL.

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EXPLORE

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Go deeper

The MCP Attack Database → Documented attack patterns against MCP deployments — and the policies that stop them.
Data exfiltration → How read access becomes an exfiltration channel when chained with untrusted content.
MCP token cost → What connecting this server costs in context-window tokens on every request.
Rate Limiting MCP Tool Calls: A Practical Guide →
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FAQ

Questions about analyze_medical_image

What does the analyze_medical_image tool do? +

Analyze a medical image (X-ray, CT, pathology slide, dermatology photo) using MedGemma. It is categorised as a Read tool in the MedSci Agent MCP Server, which means it retrieves data without modifying state.

How do I enforce a policy on analyze_medical_image? +

Register the MedSci Agent MCP server in PolicyLayer and add a rule for analyze_medical_image: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches MedSci Agent. Nothing to install.

What risk level is analyze_medical_image? +

analyze_medical_image is a Read tool with low risk. Read-only tools are generally safe to allow by default.

Can I rate-limit analyze_medical_image? +

Yes. Add a rate_limit block to the analyze_medical_image rule in your PolicyLayer policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.

How do I block analyze_medical_image completely? +

Set action: deny in the PolicyLayer policy for analyze_medical_image. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.

What MCP server provides analyze_medical_image? +

analyze_medical_image is provided by the MedSci Agent MCP server (omar-a-hassan/medsci-agent). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

Enforce policy on every MedSci Agent tool call.

Start from MedSci Agent, add the rest of your stack, and see everything your agents can call. Then put policy on all of it.

CHECK YOUR STACK →