monitor_embedding_drift

A read tool on the Mcpg MCP server.

SERVERMcpg SOURCEpypi:mcpg
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/io-github-devopam-mcpg/monitor-embedding-drift.md

What monitor_embedding_drift does on Mcpg

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

Why monitor_embedding_drift is rated Low

The tool appears to read and analyze embedding drift data (a common ML monitoring task) without creating, modifying, or deleting data. While the description is empty, the name strongly suggests a Read operation. Confidence is slightly reduced due to missing description, but the naming convention and context on a production PostgreSQL server support Read classification.

From the tool's definition Tool name 'monitor_embedding_drift' indicates observation/monitoring of embedding drift metrics. The 'monitor_' prefix suggests querying or retrieving drift data rather than modifying it.

Questions about monitor_embedding_drift

What does the monitor_embedding_drift tool do? +

monitor_embedding_drift is a read tool on the Mcpg MCP server. It is categorised as a Read tool in the Mcpg MCP Server, which means it retrieves data without modifying state.

How do I enforce a policy on monitor_embedding_drift? +

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

What risk level is monitor_embedding_drift? +

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

Can I rate-limit monitor_embedding_drift? +

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

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

monitor_embedding_drift is provided by the Mcpg MCP server (pypi:mcpg). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

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