geometry.run_ensemble
Queue independent geometry hypotheses followed by license-aware consensus.
This record as markdown: /tools/visionmcp/geometry.run-ensemble.md
What geometry.run_ensemble does on Visionmcp
AI agents invoke geometry.run_ensemble to trigger actions in Visionmcp. What it does depends on the arguments the agent supplies, and its effects often reach beyond the immediate call: builds kicked off, notifications sent, workflows started.
Why geometry.run_ensemble is rated High
The tool queues and executes multiple geometry hypothesis jobs and then runs a consensus step, which is an active execution pipeline. It doesn't simply read data, nor does it write/modify persistent data in a straightforward way. The 'queue' and 'run' semantics indicate execution of computational workflows.
From the tool's definition 'Queue independent geometry hypotheses followed by license-aware consensus' — queuing and running an ensemble of processing jobs constitutes triggering external operations
Attacks that exploit this kind of access
The rule that runs geometry.run_ensemble safely
PolicyLayer is an MCP gateway: it sits between your AI agents and Visionmcp, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For geometry.run_ensemble, this is the rule to start with:
geometry.run_ensemble stays usable, but rate-capped: a runaway agent can't fire it dozens of times a minute. Everything else on the server is denied unless you say otherwise.
The button opens the PolicyLayer dashboard: create your workspace, connect Visionmcp, apply this rule, and every geometry.run_ensemble call is checked against it from then on.
Questions about geometry.run_ensemble
Queue independent geometry hypotheses followed by license-aware consensus. It is categorised as a Execute tool in the Visionmcp MCP Server, which means it can trigger actions or run processes. Use rate limits and argument validation.
Register the Vision MCP server in PolicyLayer and add a rule for geometry.run_ensemble: 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 Visionmcp. Nothing to install.
geometry.run_ensemble is a Execute tool with high risk. Execute tools should be rate-limited and have argument validation enabled.
Yes. Add a rate_limit block to the geometry.run_ensemble 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 geometry.run_ensemble. 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.
geometry.run_ensemble is provided by the Vision MCP server (joshuahickscorp/visionmcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
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