detect_problem_type
Inspect the target column and return classification or regression.
This record as markdown: /tools/agentic-automl-platform/detect-problem-type.md
What detect_problem_type does on Agentic Automl Platform
AI agents call detect_problem_type to retrieve information from Agentic Automl Platform without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
Why detect_problem_type is rated Low
This tool performs introspection on a dataset attribute (the target column) to determine problem type metadata. It has no side effects, does not execute arbitrary code, does not modify data, and does not trigger external operations. It is a pure read operation that retrieves inferential information from existing data, making it a Read category tool with low severity and blast radius.
From the tool's definition Tool description states 'Inspect the target column and return classification or regression.' The verb 'inspect' and 'return' indicate data retrieval and analysis with no modification or execution of external code.
Attacks that exploit this kind of access
The rule that runs detect_problem_type safely
PolicyLayer is an MCP gateway: it sits between your AI agents and Agentic Automl Platform, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For detect_problem_type, this is the rule to start with:
detect_problem_type 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 Agentic Automl Platform, apply this rule, and every detect_problem_type call is checked against it from then on.
Questions about detect_problem_type
Inspect the target column and return classification or regression. It is categorised as a Read tool in the Agentic Automl Platform MCP Server, which means it retrieves data without modifying state.
Register the Agentic Automl Platform MCP server in PolicyLayer and add a rule for detect_problem_type: 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 Agentic Automl Platform. Nothing to install.
detect_problem_type 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 detect_problem_type 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 detect_problem_type. 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.
detect_problem_type is provided by the Agentic Automl Platform MCP server (anantshri1/agentic-automl-platform). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
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