load_sample_dataset

Load a built-in sklearn sample dataset.

Server Feature Evaluation MCP Server jaivardhan1209/featureengineering
Category Read
Risk class Low
Parameters 00 required

What load_sample_dataset does on Feature Evaluation MCP Server

AI agents call load_sample_dataset to retrieve information from Feature Evaluation MCP Server without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.

Why load_sample_dataset needs a policy

This tool performs a read-only operation—loading and retrieving built-in datasets from scikit-learn. It has no side effects, does not modify or delete data, does not execute arbitrary code, and does not involve financial transactions. The blast radius of misuse is minimal, as loading sample datasets poses no risk to systems or data integrity.

From the tool's definition Tool name 'load_sample_dataset' and description 'Load a built-in sklearn sample dataset' indicate retrieval of pre-existing sample data with no modification, creation, or deletion of data.

Questions about load_sample_dataset

What does the load_sample_dataset tool do? +

Load a built-in sklearn sample dataset. It is categorised as a Read tool in the Feature Evaluation MCP Server MCP Server, which means it retrieves data without modifying state.

How do I enforce a policy on load_sample_dataset? +

Register the Feature Evaluation MCP Server MCP server in PolicyLayer and add a rule for load_sample_dataset: 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 Feature Evaluation MCP Server. Nothing to install.

What risk level is load_sample_dataset? +

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

Can I rate-limit load_sample_dataset? +

Yes. Add a rate_limit block to the load_sample_dataset 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 load_sample_dataset completely? +

Set action: deny in the PolicyLayer policy for load_sample_dataset. 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 load_sample_dataset? +

load_sample_dataset is provided by the Feature Evaluation MCP Server MCP server (jaivardhan1209/featureengineering). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

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