evaluate_vlm_grounding

Score persisted VLM findings against expected handles and issue labels.

SERVERPypi:best Cad SOURCEpypi:best-cad-mcp

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-lokmenower-best-cad-mcp/evaluate-vlm-grounding.md

WHAT IT DOES

What evaluate_vlm_grounding does on Pypi:best Cad

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

RISK

Why evaluate_vlm_grounding is rated Low

The tool reads/evaluates already-persisted VLM findings and scores them against expected values. This is a read/query operation with no apparent side effects — it retrieves and compares data rather than creating, modifying, or deleting anything. Confidence is moderate because the description is brief and 'persisted' could imply some write-back of scores, but the primary action described is scoring/evaluation.

From the tool's definition Score persisted VLM findings against expected handles and issue labels

Attacks that exploit this kind of access

RECOMMENDED RULE

The rule that runs evaluate_vlm_grounding safely

PolicyLayer is an MCP gateway: it sits between your AI agents and Pypi:best Cad, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For evaluate_vlm_grounding, this is the rule to start with:

evaluate_vlm_grounding Allowed

evaluate_vlm_grounding is read-only, so it stays allowed. Everything else on the server is denied unless you say otherwise.

View as policy code

policy.json

{
  "version": "1",
  "default": "deny",
  "tools": {
    "evaluate_vlm_grounding": {}
  }
}

ALLOW ONLY THIS TOOL → Instant setup, no code required.

The button opens the PolicyLayer dashboard: create your workspace, connect Pypi:best Cad, apply this rule, and every evaluate_vlm_grounding call is checked against it from then on.

FAQ

Questions about evaluate_vlm_grounding

What does the evaluate_vlm_grounding tool do? +

Score persisted VLM findings against expected handles and issue labels. It is categorised as a Read tool in the Pypi:best Cad MCP Server, which means it retrieves data without modifying state.

How do I enforce a policy on evaluate_vlm_grounding? +

Register the Pypi:best Cad MCP server in PolicyLayer and add a rule for evaluate_vlm_grounding: 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 Pypi:best Cad. Nothing to install.

What risk level is evaluate_vlm_grounding? +

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

Can I rate-limit evaluate_vlm_grounding? +

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

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

evaluate_vlm_grounding is provided by the Pypi:best Cad MCP server (pypi:best-cad-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

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