Medium Risk

knowledge_bulk_publish

Atomically publish up to 100 draft articles in a single call. REQUIRES LOOPCTL_USER_KEY to be set in the MCP server env (user role — orchestrator role is NOT sufficient for this destructive operation). All articles must be drafts belonging to the tenant; if any fail validation, the entire operati...

Part of the Loopctl server.

knowledge_bulk_publish can modify Loopctl data, with no limits today. PolicyLayer puts allow, deny, and rate-limit rules on every call. Live in minutes.

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AI agents use knowledge_bulk_publish to create or modify resources in Loopctl. Write operations carry medium risk because an autonomous agent could trigger bulk unintended modifications. Rate limits prevent a single agent session from making hundreds of changes in rapid succession. Argument validation ensures the agent passes expected values.

Without a policy, an AI agent could call knowledge_bulk_publish repeatedly, creating or modifying resources faster than any human could review. PolicyLayer's rate limiting ensures write operations happen at a controlled pace, and argument validation catches malformed or unexpected inputs before they reach Loopctl.

Write tools can modify data. A rate limit prevents runaway bulk operations from AI agents.

policy.json
{
  "version": "1",
  "default": "deny",
  "tools": {
    "knowledge_bulk_publish": {
      "limits": [
        {
          "counter": "knowledge_bulk_publish_rate",
          "window": "minute",
          "max": 30,
          "scope": "grant"
        }
      ]
    }
  }
}

See the full Loopctl policy for all 52 tools.

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These attack patterns abuse exactly the kind of access knowledge_bulk_publish gives an agent. Each links to the full case and the policy that stops it:

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Every attack above starts with a tool call. PolicyLayer checks each one against your policy first, so knowledge_bulk_publish only ever does what you allow.

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Other write tools across the catalogue. The same approach applies to each: rate-limit and validate the arguments.

What does the knowledge_bulk_publish tool do? +

Atomically publish up to 100 draft articles in a single call. REQUIRES LOOPCTL_USER_KEY to be set in the MCP server env (user role — orchestrator role is NOT sufficient for this destructive operation). All articles must be drafts belonging to the tenant; if any fail validation, the entire operation rolls back.. It is categorised as a Write tool in the Loopctl MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.

How do I enforce a policy on knowledge_bulk_publish? +

Register the Loopctl MCP server in PolicyLayer and add a rule for knowledge_bulk_publish: 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 Loopctl. Nothing to install.

What risk level is knowledge_bulk_publish? +

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

Can I rate-limit knowledge_bulk_publish? +

Yes. Add a rate_limit block to the knowledge_bulk_publish 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 knowledge_bulk_publish completely? +

Set action: deny in the PolicyLayer policy for knowledge_bulk_publish. 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 knowledge_bulk_publish? +

knowledge_bulk_publish is provided by the Loopctl MCP server (loopctl-mcp-server). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

Enforce policy on every Loopctl tool call.

Deterministic rules across all 52 Loopctl tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.

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