nationalize_predict
Predict likely nationalities from a first name with probability scores.
This record as markdown: /tools/io-github-malamutemayhem-unclick-mcp-server/nationalize-predict.md
What nationalize_predict does on UnClick
AI agents call nationalize_predict to retrieve information from UnClick without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
| Parameter | Type | Required | Description |
|---|---|---|---|
name | string | Yes | First name to predict nationality for. |
Parameters from the server's own tool schema.
Why nationalize_predict is rated Low
This tool retrieves and computes predictions based on an input name, returning probability scores. It has no side effects, does not modify or delete data, does not execute code or commands, and does not involve financial transactions. It is purely a Read operation that queries a predictive model and returns results.
From the tool's definition Tool 'nationalize_predict' performs a query operation that 'predict[s] likely nationalities from a first name with probability scores.' This is a pure data retrieval and analysis function with no modification, deletion, or execution of external operations.
Attacks that exploit this kind of access
The rule that runs nationalize_predict safely
PolicyLayer is an MCP gateway: it sits between your AI agents and UnClick, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For nationalize_predict, this is the rule to start with:
nationalize_predict is read-only, so it stays allowed. Everything else on the server is denied unless you say otherwise.
The button opens the PolicyLayer dashboard: create your workspace, connect UnClick, apply this rule, and every nationalize_predict call is checked against it from then on.
Questions about nationalize_predict
Predict likely nationalities from a first name with probability scores. It is categorised as a Read tool in the UnClick MCP Server, which means it retrieves data without modifying state.
nationalize_predict accepts 1 parameter: name. Required: name. The full parameter table on this page comes from the server's own tool schema.
Register the UnClick MCP server in PolicyLayer and add a rule for nationalize_predict: 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 UnClick. Nothing to install.
nationalize_predict is a Read tool with low risk. Read-only tools are generally safe to allow by default.
Yes. Add a rate_limit block to the nationalize_predict 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.
Set action: deny in the PolicyLayer policy for nationalize_predict. 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.
nationalize_predict is provided by the UnClick MCP server (@unclick/mcp-server). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
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