recommend-specialty

Recommend a medical specialty based on candidate conditions from symptom analysis. Returns the top specialty match with confidence score and alternate options if ambiguous.

SERVERNitrostack SOURCEnitrocloudofficial/nitrostack

Low RISK CLASS

Category Read

Parameters 00 required

Recommended Allowedsee the rule below

Registry record Grade F, identity unverified Pull the record →

This record as markdown: /tools/nitrostack/recommend-specialty.md

WHAT IT DOES

What recommend-specialty does on Nitrostack

AI agents call recommend-specialty to retrieve information from Nitrostack without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.

RISK

Why recommend-specialty is rated Low

Tool analyzes and returns recommendations without modifying patient records or triggering medical actions.

From the tool's definition recommend specialty based on conditions, returns match with confidence score

Attacks that exploit this kind of access

RECOMMENDED RULE

The rule that runs recommend-specialty safely

PolicyLayer is an MCP gateway: it sits between your AI agents and Nitrostack, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For recommend-specialty, this is the rule to start with:

recommend-specialty Allowed

recommend-specialty is read-only, so it stays allowed. Everything else on the server is denied unless you say otherwise.

View as policy code

policy.json

{
  "version": "1",
  "default": "deny",
  "tools": {
    "recommend-specialty": {}
  }
}

ALLOW ONLY THIS TOOL → Instant setup, no code required.

The button opens the PolicyLayer dashboard: create your workspace, connect Nitrostack, apply this rule, and every recommend-specialty call is checked against it from then on.

FAQ

Questions about recommend-specialty

What does the recommend-specialty tool do? +

Recommend a medical specialty based on candidate conditions from symptom analysis. Returns the top specialty match with confidence score and alternate options if ambiguous. It is categorised as a Read tool in the Nitrostack MCP Server, which means it retrieves data without modifying state.

How do I enforce a policy on recommend-specialty? +

Register the Nitrostack MCP server in PolicyLayer and add a rule for recommend-specialty: 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 Nitrostack. Nothing to install.

What risk level is recommend-specialty? +

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

Can I rate-limit recommend-specialty? +

Yes. Add a rate_limit block to the recommend-specialty 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 recommend-specialty completely? +

Set action: deny in the PolicyLayer policy for recommend-specialty. 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 recommend-specialty? +

recommend-specialty is provided by the Nitrostack MCP server (nitrocloudofficial/nitrostack). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

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