All Tools/AccountRead-only

Get Learned Preferences

Get all learned preferences for your workspace and account (e.g. outreach_tone='formal'). Preferences influence future recommendations from all enrichment tools. Returns an empty array if no preferences have been set.

MCP tool name: get_learned_preferences

Use Cases

Review what Crispy has learned about your preferences
Audit preference values before running a campaign
Check if a specific preference is set before overriding it

Example

Prompt

What preferences have you learned about my account?

Response

{
  "preferences": [
    { "preference_key": "outreach_tone", "preference_value": "casual", "source": "explicit", "confidence": 1 }
  ],
  "count": 1
}

Permission Scopes

This tool is available in the following permission scopes:

full accessoutboundcontent

Related Tools

Set Preference

Override AI recommendations by setting explicit preferences like outreach tone, content formality, and follow-up frequency via MCP.

Reset Preference

Remove a learned preference and reset to default AI behavior via MCP.

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