Auto-detect a suitable built-in ETL profile from a PDF or text sample.
AI agents call detect_etl_profile to retrieve information from Asset Aware without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
The tool retrieves and analyzes characteristics from a document sample to recommend an ETL profile. This is purely analytical with no side effects: it does not modify data, execute external operations, delete content, or move resources. It fits the Read category pattern of analyzing and inferring information from existing assets.
From the tool's definition Tool performs 'auto-detect' analysis on PDF or text sample to identify ETL profile—a passive analysis operation with no data modification, deletion, or code execution.
Attacks that exploit this kind of access
Auto-detect a suitable built-in ETL profile from a PDF or text sample. It is categorised as a Read tool in the Asset Aware MCP Server, which means it retrieves data without modifying state.
Register the Asset Aware MCP server in PolicyLayer and add a rule for detect_etl_profile: 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 Asset Aware. Nothing to install.
detect_etl_profile 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_etl_profile 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_etl_profile. 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_etl_profile is provided by the Asset Aware MCP server (u9401066/asset-aware-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Every MCP server has a record like this.
Type a name, get the same breakdown: verified identity, auth posture, risk grade, capabilities, recommended policy.
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