vision.search.rank
Apply hard disqualifiers then the independent 100-point model score.
This record as markdown: /tools/visionmcp/vision.search.rank.md
What vision.search.rank does on Visionmcp
AI agents call vision.search.rank 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 vision.search.rank is rated Low
This tool performs evaluation and ranking of vision model outputs using a scoring system. It reads data, applies a ranking algorithm, and returns ranked results. There are no indications of side effects, data modification, code execution, or destructive operations. The blast radius of misuse is low—a ranked list with incorrect scores would not cause system damage or irreversible changes.
From the tool's definition Tool name 'rank' and description 'Apply hard disqualifiers then the independent 100-point model score' indicate a scoring/ranking operation that evaluates and orders existing data without modification.
Attacks that exploit this kind of access
The rule that runs vision.search.rank 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 vision.search.rank, this is the rule to start with:
vision.search.rank 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 vision.search.rank call is checked against it from then on.
Questions about vision.search.rank
Apply hard disqualifiers then the independent 100-point model score. 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 vision.search.rank: 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.
vision.search.rank 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 vision.search.rank 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 vision.search.rank. 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.
vision.search.rank 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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