visual_geometry.diagnose_residuals
Translate replayable residuals into bounded diagnostic repair hypotheses.
This record as markdown: /tools/visionmcp/visual-geometry.diagnose-residuals.md
What visual_geometry.diagnose_residuals does on Visionmcp
AI agents call visual_geometry.diagnose_residuals to retrieve information from Visionmcp without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
Why visual_geometry.diagnose_residuals is rated Low
This tool performs analysis and interpretation of residual data to generate diagnostic insights. It is a read-like operation that retrieves/analyzes information without creating side effects, modifying data, executing code, or destroying anything. The low severity reflects that misuse would only produce incorrect diagnostic suggestions, not cause system harm or data loss.
From the tool's definition Tool description states it 'Translate replayable residuals into bounded diagnostic repair hypotheses' — a diagnostic/analytical operation that interprets existing data (residuals) to generate hypotheses. No modification, execution, or deletion occurs.
Attacks that exploit this kind of access
The rule that runs visual_geometry.diagnose_residuals 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 visual_geometry.diagnose_residuals, this is the rule to start with:
visual_geometry.diagnose_residuals 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 Visionmcp, apply this rule, and every visual_geometry.diagnose_residuals call is checked against it from then on.
Questions about visual_geometry.diagnose_residuals
Translate replayable residuals into bounded diagnostic repair hypotheses. It is categorised as a Read tool in the Visionmcp MCP Server, which means it retrieves data without modifying state.
Register the Vision MCP server in PolicyLayer and add a rule for visual_geometry.diagnose_residuals: 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.
visual_geometry.diagnose_residuals 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 visual_geometry.diagnose_residuals 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 visual_geometry.diagnose_residuals. 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.
visual_geometry.diagnose_residuals 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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