snow_anomaly_detection
Detect outliers in a numeric series using a standard-deviation threshold (default 2.0). Returns the points whose deviation from the mean exceeds the threshold.
This record as markdown: /tools/serac/snow-anomaly-detection.md
What snow_anomaly_detection does on Serac
AI agents call snow_anomaly_detection to retrieve information from Serac without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
Why snow_anomaly_detection is rated Low
This tool performs statistical analysis on existing data (calculating mean and standard deviation to identify outliers) and returns results. It is purely analytical with no side effects, modifications, or deletions — a classic Read/query operation.
From the tool's definition Detect outliers in a numeric series using a standard-deviation threshold... Returns the points whose deviation from the mean exceeds the threshold.
Attacks that exploit this kind of access
The rule that runs snow_anomaly_detection safely
PolicyLayer is an MCP gateway: it sits between your AI agents and Serac, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For snow_anomaly_detection, this is the rule to start with:
snow_anomaly_detection 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 Serac, apply this rule, and every snow_anomaly_detection call is checked against it from then on.
Questions about snow_anomaly_detection
Detect outliers in a numeric series using a standard-deviation threshold (default 2.0). Returns the points whose deviation from the mean exceeds the threshold. It is categorised as a Read tool in the Serac MCP Server, which means it retrieves data without modifying state.
Register the Serac MCP server in PolicyLayer and add a rule for snow_anomaly_detection: 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 Serac. Nothing to install.
snow_anomaly_detection 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 snow_anomaly_detection 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 snow_anomaly_detection. 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.
snow_anomaly_detection is provided by the Serac MCP server (serac-labs/serac). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
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