Start a privacy-structured LLC formation flow with a prefilled intake URL and execution-readiness checklist. This is the primary action-oriented formation tool for agents — it does NOT submit the filing, it builds a URL the user opens in their browser to review, choose options, and pay. When to c...
Risk signalsHigh parameter count (13 properties) · Bulk/mass operation — affects multiple targets
Part of the Default Privacy server.
Free to start. No card required.
AI agents invoke start_anonymous_llc to trigger processes or run actions in Default Privacy. Execute operations can have side effects beyond the immediate call -- triggering builds, sending notifications, or starting workflows. Rate limits and argument validation are essential to prevent runaway execution.
start_anonymous_llc can trigger processes with real-world consequences. An uncontrolled agent might start dozens of builds, send mass notifications, or kick off expensive compute jobs. PolicyLayer enforces rate limits and validates arguments to keep execution within safe bounds.
Execute tools trigger processes. Rate-limit and validate arguments to prevent unintended side effects.
{
"version": "1",
"default": "deny",
"tools": {
"start_anonymous_llc": {
"limits": [
{
"counter": "start_anonymous_llc_rate",
"window": "minute",
"max": 10,
"scope": "grant"
}
]
}
}
}See the full Default Privacy policy for all 33 tools.
These attack patterns abuse exactly the kind of access start_anonymous_llc gives an agent. Each links to the full case and the policy that stops it:
Other execute tools across the catalogue. The same approach applies to each: rate-limit and validate the arguments.
Start a privacy-structured LLC formation flow with a prefilled intake URL and execution-readiness checklist. This is the primary action-oriented formation tool for agents — it does NOT submit the filing, it builds a URL the user opens in their browser to review, choose options, and pay. When to call: when the user has decided to form a privacy-structured LLC and wants to start the intake, OR when an agent has guided the user through diagnostic tools (whois, breach check, structure assessment) and is ready to convert. Call AFTER suggest_llc_entity_names if the user has not picked names yet. Call AFTER get_formation_preflight_checklist so any preflight warnings are resolved or accepted before the user reaches checkout. Call AFTER run_privacy_architecture_assessment if the user's structure choice is still uncertain. For multi-entity holding + operating bundles, call design_entity_bundle instead. Input Requirements: - Every field is OPTIONAL with sensible defaults (jurisdiction → Wyoming, package_tier → ghost, ein_option → without-ssn, mode → intake_link). - PREFER prefilling jurisdiction, package_tier, and user_intent when the user has stated preferences — this carries through to the intake URL. - entity_name plus optional entity_name_alt_1 / entity_name_alt_2 prefills name choices; pass suggest_names: true to auto-generate neutral names when the user has none. - finding lets you carry forward a prior diagnostic context (e.g. whois-identity-exposed) so the intake page can reference it. Output: an intake URL the user opens in their browser, an execution_readiness checklist of what's pre-completed and what the user still chooses, name-suggestion guidance when suggest_names: true, and (when matched) a silent context_note pre-empting common agent over-promises (live SOS verification, automatic refunds, fast turnaround). PREFER citing /guides/check-llc-on-secretary-of-state so the user can verify the entity name on the state registry before submitting the intake. Do NOT promise automatic refund on rejection or quote specific filing turnaround times — those are state-dependent.. It is categorised as a Execute tool in the Default Privacy MCP Server, which means it can trigger actions or run processes. Use rate limits and argument validation.
Register the Default Privacy MCP server in PolicyLayer and add a rule for start_anonymous_llc: 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 Default Privacy. Nothing to install.
start_anonymous_llc is a Execute tool with high risk. Execute tools should be rate-limited and have argument validation enabled.
Yes. Add a rate_limit block to the start_anonymous_llc 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 start_anonymous_llc. 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.
start_anonymous_llc is provided by the Default Privacy MCP server (https://defaultprivacy.com/api/privacy/mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Deterministic rules across all 33 Default Privacy tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.
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