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iot_telemetry_anomalies

Detect anomalies in device telemetry readings

SERVERRuflo SOURCEruvnet/ruflo
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/ruflo/iot-telemetry-anomalies.md

What iot_telemetry_anomalies does on Ruflo

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

Why iot_telemetry_anomalies is rated Low

This tool performs analytical queries on telemetry data to identify anomalies. It retrieves and processes existing information without creating, modifying, or deleting data, and does not execute commands or trigger external operations. The capability is purely observational/detective in nature, making it a Read operation with low severity risk.

From the tool's definition Tool name 'iot_telemetry_anomalies' and description 'Detect anomalies in device telemetry readings' indicate analysis and retrieval of existing telemetry data for anomaly detection.

Questions about iot_telemetry_anomalies

What does the iot_telemetry_anomalies tool do? +

Detect anomalies in device telemetry readings. It is categorised as a Read tool in the Ruflo MCP Server, which means it retrieves data without modifying state.

How do I enforce a policy on iot_telemetry_anomalies? +

Register the Ruflo MCP server in PolicyLayer and add a rule for iot_telemetry_anomalies: 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 Ruflo. Nothing to install.

What risk level is iot_telemetry_anomalies? +

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

Can I rate-limit iot_telemetry_anomalies? +

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

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

iot_telemetry_anomalies is provided by the Ruflo MCP server (ruvnet/ruflo). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

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