detectObjects
Detects and labels the objects present in an image using a neural network. The image is sent in the body of the POST request.
This record as markdown: /tools/com-api-ninjas-mcp/detectobjects.md
What detectObjects does on API Ninjas
AI agents call detectObjects to retrieve information from API Ninjas without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
| Parameter | Type | Required | Description |
|---|---|---|---|
image | string | Yes | Image file. Must be either JPEG or PNG format and smaller than 2000 by 2000. |
Parameters from the server's own tool schema.
Why detectObjects is rated Low
Even though detectObjects only reads data, uncontrolled read access leaks sensitive information and racks up API costs: an agent caught in a retry loop can make thousands of calls a minute without anyone noticing.
Attacks that exploit this kind of access
The rule that runs detectObjects safely
PolicyLayer is an MCP gateway: it sits between your AI agents and API Ninjas, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For detectObjects, this is the rule to start with:
detectObjects 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 API Ninjas, apply this rule, and every detectObjects call is checked against it from then on.
Questions about detectObjects
Detects and labels the objects present in an image using a neural network. The image is sent in the body of the POST request. It is categorised as a Read tool in the API Ninjas MCP Server, which means it retrieves data without modifying state.
detectObjects accepts 1 parameter: image. Required: image. The full parameter table on this page comes from the server's own tool schema.
Register the API Ninjas MCP server in PolicyLayer and add a rule for detectObjects: 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 API Ninjas. Nothing to install.
detectObjects 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 detectObjects 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 detectObjects. 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.
detectObjects is provided by the API Ninjas MCP server (https://mcp.api-ninjas.com/mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
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