latent_list_styles
AI agents call latent_list_styles to retrieve information from Image Generation MCP Server without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
The 'list' verb is categorically a Read operation—it queries or retrieves data with no side effects. Given the server's latent style management features (capture, transfer, interpolate, delete), this tool most likely enumerates previously saved styles. The empty description limits confidence slightly, but the verb is definitive.
From the tool's definition Tool name 'latent_list_styles' indicates a listing/query operation with the 'list' verb, consistent with sibling tools that query provider status and retrieve model information.
Attacks that exploit this kind of access
latent_list_styles. It is categorised as a Read tool in the Image Generation MCP Server MCP Server, which means it retrieves data without modifying state.
Register the Image Generation MCP Server MCP server in PolicyLayer and add a rule for latent_list_styles: 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 Image Generation MCP Server. Nothing to install.
latent_list_styles 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 latent_list_styles 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 latent_list_styles. 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.
latent_list_styles is provided by the Image Generation MCP Server MCP server (marc-shade/image-gen-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Every MCP server has a record like this.
Type a name, get the same breakdown: verified identity, auth posture, risk grade, capabilities, recommended policy.
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