Medium Risk

helper_functions

Manage database, file, Git, and FP utilities

Risk signalsModifies utility function registry

Part of the Aifp server.

helper_functions can modify Aifp 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 helper_functions to create or modify resources in Aifp. 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 helper_functions 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 Aifp.

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

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

See the full Aifp policy for all 24 tools.

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

Browse the full MCP Attack Database →

Every attack above starts with a tool call. PolicyLayer checks each one against your policy first, so helper_functions 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 helper_functions tool do? +

Manage database, file, Git, and FP utilities. It is categorised as a Write tool in the Aifp MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.

How do I enforce a policy on helper_functions? +

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

What risk level is helper_functions? +

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

Can I rate-limit helper_functions? +

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

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

helper_functions is provided by the Aifp MCP server (aryanduntley/AIFP). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

Enforce policy on every Aifp tool call.

Deterministic rules across all 24 Aifp tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.

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4,600+ MCP servers and 31,000+ tools scanned and risk-classified.

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