vlm_suggest_recipe
AI agents call vlm_suggest_recipe to retrieve information from Albumentations without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
No description provided, which lowers confidence slightly. However, 'suggest' semantically aligns with Read operations (querying for recommendations). The tool name pattern—alongside check_vlm_config and list_* siblings—suggests introspection or recommendation rather than destructive or executable operations.
From the tool's definition Tool name 'vlm_suggest_recipe' indicates a suggestion/recommendation function. Description is empty, but contextual analysis: sibling tools include augmentation operations (augment_image), informational queries (list_available_transforms,…
Attacks that exploit this kind of access
vlm_suggest_recipe. It is categorised as a Read tool in the Albumentations MCP Server, which means it retrieves data without modifying state.
Register the Albumentations MCP server in PolicyLayer and add a rule for vlm_suggest_recipe: 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 Albumentations. Nothing to install.
vlm_suggest_recipe 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 vlm_suggest_recipe 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 vlm_suggest_recipe. 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.
vlm_suggest_recipe is provided by the Albumentations MCP server (ramsi-k/albumentations-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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