250 words of routing instructions and move all prices, hours, and policies into AI Agents > Knowledge Base.
20–25 words max per turn) with zero markdown asterisks or numbered lists.
Optimize our GoHighLevel Voice AI agent prompt for fast, natural phone conversation: 1. Strip all markdown formatting (bullet points, bold asterisks, numbered lists) from the voice prompt so the TTS engine never reads punctuation aloud. 2. Rewrite every spoken instruction to keep responses under 22 words per turn and ask only one question at a time. 3. Extract all business hours, pricing ranges, and service area rules into 20 structured Knowledge Base FAQ pairs, and add an EMPTY fallback rule that transfers to a human when unsure.
# 1. MCP Tool Call (ghl-crm-mcp)
{
"tool": "audit_location",
"arguments": {
"location_id": "<YOUR_LOCATION_ID>",
"pillars": ["voice_sms_prompts", "call_screening_ivr"]
}
}
# 2. Or run via ghl-crm Rust CLI
ghl-crm doctor --location-id <YOUR_LOCATION_ID> --pillar voice
Official GHL MCP vs. ghl-tools: HighLevel’s official hosted MCP (services.leadconnectorhq.com/mcp) covers public v2 CRM records (contacts, opportunities, appointments, conversations). ghl-tools MCP complements it with workflow graph inspection & recipes, funnel/form builders, DNS/BIMI checks, and ghl-crm doctor audits.
| Step | Menu Path in GHL | Action |
|---|---|---|
| Step 1 | AI Agents > Voice AI > Agent Settings | Trim the system prompt under 250 words of routing instructions and move all prices, hours, and policies into AI Agents > Knowledge Base. |
| Step 2 | AI Agents > Voice AI > Prompt | Write spoken lines in plain conversational sentences (20–25 words max per turn) with zero markdown asterisks or numbered lists. |
| Step 3 | Automation > Workflows | Add a post-call Update Contact and Add Note step that logs Caller Intent, Street Address, and Recording URL onto the contact record. |
Connect Claude Code, Cursor, or OpenAI Codex to our ghl-tools MCP Server & Rust CLI to build workflows, forms, and funnels from your editor, or start your GoHighLevel plan through our partner link to unlock $612+ in ready-to-import kits (including Voice, Conversation & Knowledge Base Kit ($47)) and weekly live clinics.