Recommends a practical next-step category based on business goal, workflow complexity, implementation readiness, risk level, preferences, and missing information.
Risk signalsHigh parameter count (23 properties)
Part of the AI Business System Advisor server.
Free to start. No card required.
AI agents use recommend_next_step to create or modify resources in AI Business System Advisor. 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 recommend_next_step 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 AI Business System Advisor.
Write tools can modify data. A rate limit prevents runaway bulk operations from AI agents.
{
"version": "1",
"default": "deny",
"tools": {
"recommend_next_step": {
"limits": [
{
"counter": "recommend_next_step_rate",
"window": "minute",
"max": 30,
"scope": "grant"
}
]
}
}
}See the full AI Business System Advisor policy for all 9 tools.
These attack patterns abuse exactly the kind of access recommend_next_step gives an agent. Each links to the full case and the policy that stops it:
Other write tools across the catalogue. The same approach applies to each: rate-limit and validate the arguments.
Recommends a practical next-step category based on business goal, workflow complexity, implementation readiness, risk level, preferences, and missing information.. It is categorised as a Write tool in the AI Business System Advisor MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
Register the AI Business System Advisor MCP server in PolicyLayer and add a rule for recommend_next_step: 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 AI Business System Advisor. Nothing to install.
recommend_next_step is a Write tool with medium risk. Write tools should be rate-limited to prevent accidental bulk modifications.
Yes. Add a rate_limit block to the recommend_next_step 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.
Set action: deny in the PolicyLayer policy for recommend_next_step. 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.
recommend_next_step is provided by the AI Business System Advisor MCP server (ai-business-system-advisor-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Deterministic rules across all 9 AI Business System Advisor tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.
Free to start. No card required.
4,600+ MCP servers and 31,000+ tools scanned and risk-classified.