roboflow_upload_annotation · Roboflow MCP Server MCP

WHAT IT DOES

What roboflow_upload_annotation does on Roboflow MCP Server

AI agents use roboflow_upload_annotation to create or update resources in Roboflow MCP Server — usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your Roboflow MCP Server environment.

WHY IT NEEDS A POLICY

Why roboflow_upload_annotation needs a policy

Uploading annotations creates or modifies metadata associated with images in a dataset. This is reversible (annotations can be updated or removed), making it a Write operation rather than Destructive. The blast radius is medium because incorrect annotations could corrupt training data quality, but the operation itself is not irreversible.

From the tool's definition Tool name 'roboflow_upload_annotation' indicates data modification. Server description states the tool is used to 'push annotations,' which creates or modifies annotation data within datasets.

Attacks that exploit this kind of access

Recommended rule Ready

Verdict

roboflow_upload_annotation Rate-limited

roboflow_upload_annotation stays usable, but capped — an agent stuck in a loop can't make hundreds of changes a minute. Everything else on the server is denied unless you say otherwise.

View as policy code

policy.json

{
  "version": "1",
  "default": "deny",
  "tools": {
    "roboflow_upload_annotation": {
      "limits": [
        {
          "counter": "roboflow_upload_annotation_rate",
          "window": "minute",
          "max": 30,
          "scope": "grant"
        }
      ]
    }
  }
}

LIMIT THIS TOOL →

Instant setup, no code required.

PolicyLayer is an MCP gateway: every tool call is checked against your rule before it reaches Roboflow MCP Server, so you can run agents against it safely.

FAQ

Questions about roboflow_upload_annotation

What does the roboflow_upload_annotation tool do? +

roboflow_upload_annotation. It is categorised as a Write tool in the Roboflow MCP Server MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.

How do I enforce a policy on roboflow_upload_annotation? +

Register the Roboflow MCP Server MCP server in PolicyLayer and add a rule for roboflow_upload_annotation: 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 Roboflow MCP Server. Nothing to install.

What risk level is roboflow_upload_annotation? +

roboflow_upload_annotation is a Write tool with medium risk. Write tools should be rate-limited to prevent accidental bulk modifications.

Can I rate-limit roboflow_upload_annotation? +

Yes. Add a rate_limit block to the roboflow_upload_annotation 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.

How do I block roboflow_upload_annotation completely? +

Set action: deny in the PolicyLayer policy for roboflow_upload_annotation. 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.

What MCP server provides roboflow_upload_annotation? +

roboflow_upload_annotation is provided by the Roboflow MCP Server MCP server (mayankd409/roboflow-mcp-server). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.