Medium Risk

ai_generate_program

AI-powered program generation. Describe client goals, fitness level, available equipment, and session frequency \u2014 returns a structured training program with exercises, sets, and reps.

Part of the Businys server.

ai_generate_program can modify Businys 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 ai_generate_program to create or modify resources in Businys. 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 ai_generate_program 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 Businys.

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

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

See the full Businys policy for all 248 tools.

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These attack patterns abuse exactly the kind of access ai_generate_program 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 ai_generate_program 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 ai_generate_program tool do? +

AI-powered program generation. Describe client goals, fitness level, available equipment, and session frequency \u2014 returns a structured training program with exercises, sets, and reps.. It is categorised as a Write tool in the Businys MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.

How do I enforce a policy on ai_generate_program? +

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

What risk level is ai_generate_program? +

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

Can I rate-limit ai_generate_program? +

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

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

ai_generate_program is provided by the Businys MCP server (@businys/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 Businys tool call.

Deterministic rules across all 248 Businys tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.

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