run_bulk_query · AdminAgent MCP: Risk & Policy

WHAT IT DOES

What run_bulk_query does on AdminAgent

AI agents invoke run_bulk_query to trigger actions in AdminAgent. What it does depends on the arguments the agent supplies, and its effects often reach beyond the immediate call — builds kicked off, notifications sent, workflows started.

WHY IT NEEDS A POLICY

Why run_bulk_query needs a policy

Despite the empty description, the naming pattern 'run_bulk_query' in the context of a Shopify Admin MCP server suggests code/query execution. Bulk operations on an e-commerce platform can modify multiple records simultaneously. This is Execute rather than Write because 'bulk_query' implies dynamic, argument-dependent behavior whose effects depend on the query content.

From the tool's definition Tool name 'run_bulk_query' combined with sibling tools showing full store management capabilities (cancel_order, adjust_inventory, capture_payment).

Attacks that exploit this kind of access

Recommended rule Ready

Verdict

run_bulk_query Rate-limited

run_bulk_query stays usable, but rate-capped — a runaway agent can't fire it dozens of times a minute. Everything else on the server is denied unless you say otherwise.

View as policy code

policy.json

{
  "version": "1",
  "default": "deny",
  "tools": {
    "run_bulk_query": {
      "limits": [
        {
          "counter": "run_bulk_query_rate",
          "window": "minute",
          "max": 10,
          "scope": "grant"
        }
      ]
    }
  }
}

RATE-LIMIT THIS TOOL →

Instant setup, no code required.

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

FAQ

Questions about run_bulk_query

What does the run_bulk_query tool do? +

run_bulk_query. It is categorised as a Execute tool in the AdminAgent MCP Server, which means it can trigger actions or run processes. Use rate limits and argument validation.

How do I enforce a policy on run_bulk_query? +

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

What risk level is run_bulk_query? +

run_bulk_query is a Execute tool with high risk. Execute tools should be rate-limited and have argument validation enabled.

Can I rate-limit run_bulk_query? +

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

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

run_bulk_query is provided by the AdminAgent MCP server (rushikeshmore/admin-agent). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.