get_vlm_findings
List persisted VLM review findings for the current drawing scope.
This record as markdown: /tools/io-github-lokmenower-best-cad-mcp/get-vlm-findings.md
What get_vlm_findings does on Pypi:best Cad
AI agents call get_vlm_findings 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.
Why get_vlm_findings is rated Low
This is a data retrieval tool that queries VLM (Vision Language Model) review findings from the current AutoCAD drawing. It has no side effects, does not modify data, and does not trigger any external operations. The blast radius of misuse is minimal—an agent could see review findings but cannot alter the drawing, delete data, or execute operations. This clearly fits the Read category with low severity.
From the tool's definition The tool name and description indicate a retrieval operation: 'List persisted VLM review findings' uses 'list' which is a Read operation.
Attacks that exploit this kind of access
The rule that runs get_vlm_findings 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 get_vlm_findings, this is the rule to start with:
get_vlm_findings 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 Pypi:best Cad, apply this rule, and every get_vlm_findings call is checked against it from then on.
Questions about get_vlm_findings
List persisted VLM review findings for the current drawing scope. It is categorised as a Read tool in the Pypi:best Cad MCP Server, which means it retrieves data without modifying state.
Register the Pypi:best Cad MCP server in PolicyLayer and add a rule for get_vlm_findings: 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.
get_vlm_findings 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 get_vlm_findings 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 get_vlm_findings. 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.
get_vlm_findings 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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