WhatsApp Business Suite — AI Leads, Channels, Campaigns & 32 MCP Tools

What This Skill Does

The WhatsApp Business Suite is a powerful, high-scale automation engine that bypasses traditional API constraints to let you control your WhatsApp presence directly. It functions as an intelligent layer between your account and your workflow, offering over 90 REST endpoints and 32 specialized MCP tools. Whether you need to mine leads from existing group conversations, broadcast marketing updates, or manage customer support queues, this skill acts as an autonomous agent that can read, analyze, and send messages without manual intervention.

Installation

To integrate this skill into your environment, use the OpenClaw CLI to pull the repository directly. Run the command: clawhub install openclaw/skills/skills/alex-tradequo/moltflow-whatsapp. Once installed, you will need to configure your API key through your environment variables. Ensure that your WhatsApp account is accessible and that you have followed the setup guide in integrations.md to connect the MCP tools to your preferred AI interface (Claude Desktop, Claude Code, or a Custom GPT).

Use Cases

This tool is designed for high-volume communication and lead generation. Real estate agents can monitor groups for specific buying signals like "budget" or "viewing" and auto-generate lead lists. Business owners can set up automated payment reminders and schedule recurring announcements. Support teams can leverage the whisper transcription feature to turn incoming voice notes into actionable appointment summaries. Additionally, the skill enables sophisticated sentiment analysis, allowing you to filter out positive customer reviews for marketing while flagging negative sentiment for immediate human intervention.

Example Prompts

1. "Analyze the last 50 messages in my 'Property Investors' group, score each participant's buying intent from 1-10, and save the top 3 contacts to my CRM."
2. "Send a follow-up message to any lead in the 'Pending' list who hasn't replied to my previous outreach in over 72 hours."
3. "Summarize all voice notes received today from my clients and draft professional email responses for me to review."

Tips & Limitations

To maintain account safety, ensure you observe reasonable delay patterns for bulk messaging to avoid triggering anti-spam filters. The skill is highly effective for on-demand analysis, but heavy automation should be balanced with human-like interaction timing. Remember that some advanced features, such as AI-driven intent scoring, require an active Pro subscription and your own LLM API key. Always audit your automated workflows periodically to ensure outgoing messages remain aligned with your current brand voice and compliance requirements.