Classify an image using DeepInfra OpenAI-compatible API with multimodal model.
AI agents call image_classification to retrieve information from MCP DeepInfra AI Tools Server without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
This tool reads/analyzes an image and returns a classification result. It queries an external API to retrieve a classification label but has no side effects, does not modify or delete data, and does not execute code or move money. It is a pure read/inference operation.
From the tool's definition Classify an image using DeepInfra OpenAI-compatible API with multimodal model
Attacks that exploit this kind of access
Classify an image using DeepInfra OpenAI-compatible API with multimodal model. It is categorised as a Read tool in the MCP DeepInfra AI Tools Server MCP Server, which means it retrieves data without modifying state.
Register the MCP DeepInfra AI Tools Server MCP server in PolicyLayer and add a rule for image_classification: 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 MCP DeepInfra AI Tools Server. Nothing to install.
image_classification 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 image_classification 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 image_classification. 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.
image_classification is provided by the MCP DeepInfra AI Tools Server MCP server (phuihock/mcp-deeinfra). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
image_classification is one line of MCP DeepInfra AI Tools Server's registry record.
The record carries the whole server: verified identity, auth posture, risk grade, every tool classified, recommended policy — re-checked continuously.
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