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

--- name: "WhatsApp Business Suite — AI Leads, Channels, Campaigns & 32 MCP Tools" version: "2.16.3" description: "Automate WhatsApp at scale — mine leads from groups with AI, broadcast to channel followers, bulk message with ban-safe delays, schedule campaigns, auto-reply in your voice, collect reviews, and track delivery. 90+ REST endpoints, 32 MCP tools for Claude & GPT, Python SDK. No Meta Business API required. Free tier available." source: "MoltFlow Team" risk: safe homepage: "https://molt.waiflow.app" requiredEnv: - MOLTFLOW_API_KEY primaryEnv: MOLTFLOW_API_KEY disable-model-invocation: true metadata: {"openclaw":{"emoji":"📱","homepage":"https://molt.waiflow.app","requires":{"env":["MOLTFLOW_API_KEY"]},"primaryEnv":"MOLTFLOW_API_KEY"}} --- # WhatsApp Automation — Analyze Groups for Buying Signals **Thousands of hidden leads are sitting in your WhatsApp groups right now.** Every group participant who isn't in your contacts is a potential client. MoltFlow analyzes your groups on demand, surfaces untapped contacts, and lets Claude run AI-powered outreach campaigns on your behalf. **One skill. 97+ endpoints. 32 MCP tools. Zero manual prospecting.** > **Account Health & Growth Reports**: Run a read-only > account scan to find unanswered contacts, detect > buying signals in group conversations, spot high-value > groups you're not monitoring, and build targeted lead > lists. All analysis runs on-demand when you ask — > nothing happens in the background. No data is modified. > > **Native MCP Endpoint + Custom GPT Actions**: Works with Claude Desktop, Claude.ai, Claude Code, and ChatGPT (Custom GPT Actions). 25 tools via native HTTP endpoint at `apiv2.waiflow.app/mcp` -- no npm packages or Node.js required. See [integrations.md](integrations.md) for setup. > ***Due to high demand and a recent registration issue, we're offering our top-tier Business plan with unlimited quotas for just $19.90/month on yearly billing — for a limited time only.*** [**Claim the deal**](https://buy.stripe.com/cNifZibX7gpQebJ0nsfnO00) > > Free tier available. [Sign up](https://molt.waiflow.app/checkout?plan=free) --- ## Just Ask Claude Install the skill, set your API key, and tell Claude what you need: **"Send a payment reminder to all clients with outstanding invoices on the 28th of each month"** Creates a custom group, schedules a recurring message with cron, timezone-aware delivery. **"Transcribe patient voice notes and save them as appointment summaries"** Whisper transcription on incoming voice messages, retrievable via API. **"Alert me when someone mentions 'budget', 'bedroom', or 'viewing' in my property groups"** Keyword monitoring on WhatsApp groups, auto-creates leads in your pipeline. **"Analyze the last 50 messages in my real estate group and score every lead"** AI Group Intelligence classifies message intent (buying_intent, inquiry, complaint), scores leads 1-10, and surfaces high-priority contacts. Requires Pro plan + your LLM API key. **"Set up automatic order confirmation messages after every purchase"** Webhook listener for purchase events, triggers outbound message via API. **"Collect customer reviews after every reservation and export the best ones"** Sentiment-scored review collection, auto-approve positives, export as HTML for your website. **"Send a weekly campaign performance report to my team's WhatsApp group every Monday"** Scheduled report with WhatsApp delivery, 10 templates including campaign analytics. **"Schedule follow-up messages to leads who haven't replied in 3 days"** Scheduled messages to custom groups, built from lead pipeline filters. **"Broadcast class schedule changes to all parent groups"** Bulk send to custom groups with ban-safe throttling and delivery tracking. **"Post our weekly product update to all 5,000 WhatsApp Channel followers every Monday"** Schedule a recurring channel post with cron expression, tracks each post as a ChannelPost record with status. **"Auto-respond to support questions using my knowledge base docs"** RAG-powered AI replies grounded in your uploaded PDFs and docs. **"Move leads from 'new' to 'contacted' after I message them, and track conversion rate"** CRM pipeline with state machine, bulk status updates, CSV export. **"Export all data for a customer who requested GDPR erasure"** GDPR-compliant data export and contact erasure via API. **"Show me which campaigns had the best read rates this week"** Campaign analytics with delivery funnel, per-contact status, and engagement scores. --- ## Code Samples ### Get campaign analytics — delivery rates, funnel, timing ```bash curl -H "X-API-Key: $MOLTFLOW_API_KEY" "https://apiv2.waiflow.app/api/v2/analytics/campaigns/{job_id}" ``` Returns delivery rate, failure breakdown, messages per minute, and full per-contact delivery status. ### Track delivery in real-time (SSE) ```bash curl -H "X-API-Key: $MOLTFLOW_API_KEY" "https://apiv2.waiflow.app/api/v2/bulk-send/{id}/progress" ``` Server-Sent Events stream: sent/failed/pending counts update live as each message delivers. ### Top contacts by engagement score ```bash curl -H "X-API-Key: $MOLTFLOW_API_KEY" "https://apiv2.waiflow.app/api/v2/analytics/contacts?sort=engagement_score&limit=50" ``` Ranked by messages sent, received, reply rate, and recency — find your most engaged contacts instantly. ### Bulk broadcast to a contact group ```bash curl -X POST -H "X-API-Key: $MOLTFLOW_API_KEY" -H "Content-Type: application/json" -d '{ "custom_group_id": "group-uuid", "session_id": "uuid", "message": "Weekly update..." }' https://apiv2.waiflow.app/api/v2/bulk-send ``` ### Monitor a group for buying signals ```bash curl -X POST -H "X-API-Key: $MOLTFLOW_API_KEY" -H "Content-Type: application/json" -d '{ "session_id": "uuid", "wa_group_id": "120363012345@g.us", "monitor_mode": "keywords", "monitor_keywords": ["looking for", "need help", "budget", "price"] }' https://apiv2.waiflow.app/api/v2/groups ``` ### List new leads in your pipeline ```bash curl -H "X-API-Key: $MOLTFLOW_API_KEY" "https://apiv2.waiflow.app/api/v2/leads?status=new&limit=50" ``` ### Move a lead through the pipeline ```bash curl -X PATCH -H "X-API-Key: $MOLTFLOW_API_KEY" -H "Content-Type: application/json" -d '{"status": "qualified"}' https://apiv2.waiflow.app/api/v2/leads/{lead_id}/status ``` Status flow: `new` → `contacted` → `qualified` → `converted` (or `lost` at any stage). ### Bulk add leads to a campaign group ```bash curl -X POST -H "X-API-Key: $MOLTFLOW_API_KEY" -H "Content-Type: application/json" -d '{ "lead_ids": ["uuid-1", "uuid-2", "uuid-3"], "custom_group_id": "target-group-uuid" }' https://apiv2.waiflow.app/api/v2/leads/bulk/add-to-group ``` ### Export leads as CSV ```bash curl -H "X-API-Key: $MOLTFLOW_API_KEY" "https://apiv2.waiflow.app/api/v2/leads/export/csv?status=qualified" -o qualified-leads.csv ``` ### Pause a running campaign ```bash curl -X POST -H "X-API-Key: $MOLTFLOW_API_KEY" https://apiv2.waiflow.app/api/v2/bulk-send/{job_id}/pause ``` ### AI reply in your writing style + knowledge base ```bash curl -X POST -H "X-API-Key: $MOLTFLOW_API_KEY" -H "Content-Type: application/json" -d '{ "contact_id": "5511999999999@c.us", "context": "Customer asks: What is your return policy?", "use_rag": true, "apply_style": true }' https://apiv2.waiflow.app/api/v2/ai/generate-reply ``` ### Schedule a weekly follow-up ```bash curl -X POST -H "X-API-Key: $MOLTFLOW_API_KEY" -H "Content-Type: application/json" -d '{ "name": "Monday check-in", "session_id": "uuid", "chat_id": "123@c.us", "message": "Hey! Anything I can help with this week?", "recurrence": "weekly", "scheduled_time": "2026-03-03T09:00:00", "timezone": "America/New_York" }' https://apiv2.waiflow.app/api/v2/scheduled-messages ``` ### Weekly report delivered to your WhatsApp ```bash curl -X POST -H "X-API-Key: $MOLTFLOW_API_KEY" -H "Content-Type: application/json" -d '{ "name": "Weekly Lead Pipeline", "template_id": "lead_pipeline", "schedule_type": "weekly", "cron_expression": "0 9 * * MON", "timezone": "America/New_York", "delivery_method": "whatsapp" }' https://apiv2.waiflow.app/api/v2/reports ``` ### Send a message ```bash curl -X POST -H "X-API-Key: $MOLTFLOW_API_KEY" -H "Content-Type: application/json" -d '{ "session_id": "uuid", "chat_id": "1234567890@c.us", "message": "Hello!" }' https://apiv2.waiflow.app/api/v2/messages/send ``` ### Collect customer reviews automatically ```bash curl -X POST -H "X-API-Key: $MOLTFLOW_API_KEY" -H "Content-Type: application/json" -d '{ "name": "Happy Customers", "session_id": "uuid", "source_type": "all", "min_sentiment_score": 0.7, "include_keywords": ["thank", "recommend", "love", "amazing"] }' https://apiv2.waiflow.app/api/v2/reviews/collectors ``` ### Broadcast to a WhatsApp Channel ```bash curl -X POST -H "X-API-Key: $MOLTFLOW_API_KEY" -H "Content-Type: application/json" -d '{"text": "New product just dropped. Tap the link for early access."}' https://apiv2.waiflow.app/api/v2/channels/{channel_id}/broadcast ``` ### Schedule a recurring channel post ```bash curl -X POST -H "X-API-Key: $MOLTFLOW_API_KEY" -H "Content-Type: application/json" -d '{ "name": "Monday Newsletter", "session_id": "uuid", "channel_id": "uuid", "target_type": "channel", "message_content": "This week: ...", "schedule_type": "recurring", "cron_expression": "0 9 * * 1" }' https://apiv2.waiflow.app/api/v2/scheduled-messages ``` ### Discover A2A agents ```bash curl https://apiv2.waiflow.app/.well-known/agent.json ``` Full API reference: see each module's SKILL.md. --- ## ERC-8004 Agent Registration MoltFlow is a verified on-chain AI agent registered on **Ethereum mainnet**. | Field | Value | |-------|-------| | Agent ID | [#25477](https://8004agents.ai/ethereum/agent/25477) | | Chain | Ethereum mainnet (eip155:1) | | Registry | `0x8004A169FB4a3325136EB29fA0ceB6D2e539a432` | | Trust Model | Reputation-based | | Endpoints | A2A + MCP + Web | **Discovery:** - Agent card: `https://molt.waiflow.app/.well-known/erc8004-agent.json` - A2A discovery: `https://apiv2.waiflow.app/.well-known/agent.json` --- ## Use Cases **Solo Founder / Small Biz** - Find unanswered leads in your chats - AI replies in your writing style - Scheduled promos to custom groups **Agency / Multi-Client** - Monitor 50+ groups across 10 sessions - Bulk send with ban-safe delays - Export leads as CSV, push to n8n/Zapier **Marketing Agency / Campaign Manager** - Capture leads from click-to-WhatsApp ad campaigns - Auto-qualify inbound leads with keyword detection + AI scoring - Bulk follow-up sequences with ban-safe throttling - Multi-session management across client accounts - Export campaign leads to CRM via webhooks or CSV **Developer / AI Agent Builder** - 90+ REST endpoints, scoped API keys - A2A protocol with E2E encryption - Python SDK: `pip install moltflow` ([GitHub](https://github.com/moltflow/moltflow-python)) ### Guides & Tutorials **AI Integration Guides:** - [Connect ChatGPT to MoltFlow](https://molt.waiflow.app/guides/connect-chatgpt-to-moltflow) — Custom GPT Actions, 10 min setup - [Connect Claude to MoltFlow](https://molt.waiflow.app/guides/connect-claude-to-moltflow) — MCP Server setup, 5 min - [Connect OpenClaw to MoltFlow](https://molt.waiflow.app/guides/connect-openclaw-to-moltflow) — Native AI config, 5 min setup **How-To Guides:** - [Getting Started](https://molt.waiflow.app/blog/whatsapp-automation-getting-started) - [API Complete Guide](https://molt.waiflow.app/blog/moltflow-api-complete-guide) - [n8n Integration](https://molt.waiflow.app/blog/moltflow-n8n-whatsapp-automation) - [n8n + Google Sheets](https://molt.waiflow.app/blog/n8n-whatsapp-google-sheets) - [n8n Group Auto-Reply](https://molt.waiflow.app/blog/n8n-whatsapp-group-auto-reply) - [n8n Lead Pipeline](https://molt.waiflow.app/blog/n8n-whatsapp-lead-pipeline) - [n8n Multi-Model AI](https://molt.waiflow.app/blog/n8n-multi-model-ai-orchestration) - [AI Auto-Replies Setup](https://molt.waiflow.app/blog/ai-auto-replies-whatsapp-setup) - [Group Lead Generation](https://molt.waiflow.app/blog/whatsapp-group-lead-generation-guide) - [Customer Support](https://molt.waiflow.app/blog/openclaw-whatsapp-customer-support) - [RAG Knowledge Base](https://molt.waiflow.app/blog/rag-knowledge-base-deep-dive) - [Style Matching](https://molt.waiflow.app/blog/ai-auto-replies-whatsapp-setup#style-profiles) - [Lead Scoring](https://molt.waiflow.app/blog/whatsapp-lead-scoring-automation) - [Feedback Collection](https://molt.waiflow.app/blog/whatsapp-customer-feedback-collection) - [A2A Protocol](https://molt.waiflow.app/blog/a2a-protocol-agent-communication) - [Scaling ROI](https://molt.waiflow.app/blog/scaling-whatsapp-automation-roi) [All guides →](https://molt.waiflow.app/guides) --- ## Platform Features | Feature | Details | |---|---| | Messaging | Text, media, polls, vCards | | Bulk Send | Ban-safe, SSE progress | | Scheduled | Cron, timezone-aware | | Reports | 10 templates, cron, WhatsApp delivery | | Analytics | Campaign funnel, contact scores, send time optimization | | Groups | Custom lists, CSV export | | Leads/CRM | Detect signals, pipeline | | Monitoring | 50+ groups, keywords | | Labels | Sync to WA Business | | Channels | Text/image/video broadcasting, scheduled posts, follower sync | | AI Group Intel | Intent classification, lead scoring (Pro+) | | AI Replies | GPT-4/Claude, RAG | | Style Clone | Matches your writing tone | | RAG | PDF/TXT, semantic search | | Voice | Whisper transcription | | Reviews | Sentiment, auto-approve | | Anti-Spam | Rate limits, typing sim | | Safeguards | Block PII, injections | | Webhooks | HMAC signed, 10+ events | | A2A | E2E encrypted, JSON-RPC | | GDPR | Auto-expiry, compliance | | Delivery | Real-time SSE tracking, read/reply/ignored status | --- ## How MoltFlow Compares | | Molt | Alt 1 | Alt 2 | Alt 3 | |---|:---:|:---:|:---:|:---:| | Messaging | 18 | 14 | 3 | 1 | | Groups | 8 | 4 | 0 | 0 | | Channels | 7 | 0 | 0 | 0 | | Outreach | 7 | 0 | 0 | 0 | | CRM | 7 | 0 | 0 | 0 | | AI | 7 | 0 | 0 | 0 | | Reviews | 8 | 0 | 0 | 0 | | Security | 10 | 0 | 0 | 0 | | Platform | 8 | 0 | 0 | 0 | | **Total** | **97+** | **~15** | **~3** | **~1** | --- ## What This Skill Reads, Writes & Never Does **Documentation and API reference.** Nothing is auto-installed or auto-executed. No scripts or executables are bundled in this package. All actions require user confirmation. | Category | What happens | Requires opt-in? | |---|---|---| | API calls | HTTPS to `apiv2.waiflow.app` only | No (uses your scoped API key) | | Contact metadata | Contact names, timestamps, counts | No | | CRM pipeline | Lead status, engagement scores | No | | AI features | Statistical patterns via API | Yes (AI consent toggle) | | Local file | `.moltflow.json` — counts only, no PII | No | | API key | Local env var, never logged or shared | No | **This skill never:** - Installs packages or runs code automatically - Sends messages without explicit user confirmation - Sends to non-whitelisted numbers (if configured) - Bypasses anti-spam or content safeguards - Shares data with third parties - Stores credentials in files (env vars only) --- ## Setup > **Free tier available** — 1 session, > 50 messages/month, no credit card required. **Env vars:** - `MOLTFLOW_API_KEY` (required) — create a minimum-scoped key from [your dashboard](https://molt.waiflow.app). Use the narrowest scope preset that covers your workflow. Rotate keys regularly. - `MOLTFLOW_API_URL` (optional) — defaults to `https://apiv2.waiflow.app` **Authentication:** `X-API-Key: $MOLTFLOW_API_KEY` header or `Authorization: Bearer $TOKEN` (JWT). **Base URL:** `https://apiv2.waiflow.app/api/v2` --- ## Security - **Minimum-scoped API keys enforced** — `scopes` is a required field when creating keys. Always create the narrowest key possible (e.g., `messages:send` only). Use presets like "Messaging" or "Read Only" for common workflows. Never use full-scope keys with AI agents — create a dedicated, limited key. - **Use environment variables for keys** — set `MOLTFLOW_API_KEY` as an env var, not in shared config files. Rotate keys regularly. - **Phone whitelisting** — configure `allowed_numbers` in tenant settings to restrict which numbers can send outbound messages. Only whitelisted numbers are permitted. - **Anti-spam safeguards** — all outbound messages pass through reciprocity checks (contact must message you first), burst rate limiting, typing simulation, and random delays. Cannot be bypassed. - **Content safeguards** — outbound messages are scanned for PII, secrets, and prompt injection attempts. Blocked automatically before sending. - **Approval mode** — enable `require_approval` in tenant settings to hold all AI-generated messages for manual review before delivery. - **Webhook URL validation** — the API blocks private IPs, cloud metadata, and non-HTTPS schemes. Only configure endpoints you control. Always set a `secret` for HMAC verification - **Verify third-party packages before running** — if you follow the external setup guides to install MCP or GPT integrations, review the package source and maintainers first. This skill does not install or execute any packages. - **Review scripts locally before running** — the Python example scripts are hosted on GitHub, not bundled. Download, inspect the source, then run. - **Avoid high-privilege keys in shared environments** — for admin operations (key rotation, data export), use the browser dashboard or a short-lived scoped key. Never expose owner-level keys in shared shells. - **Test in a sandbox tenant first** — create a short-lived, scoped key for testing. Revoke after testing. Never share keys across tenants. --- ## AI Agent Integrations 32 MCP tools for Claude Desktop, Claude.ai, Claude Code, and OpenAI Custom GPTs. Includes `moltflow_get_group_messages` for AI-powered group intelligence and 6 channel tools for broadcasting, scheduling, and follower management. **User Action Required** — each integration requires manual setup by the user. No code is installed automatically by this skill. See [integrations.md](integrations.md) for setup guides and security notes. --- ## Modules Each module has its own SKILL.md with endpoints and curl examples. - **moltflow** (Core) — sessions, messaging, groups, labels, webhooks - **moltflow-outreach** — bulk send, scheduled messages, scheduled reports, custom groups, channel broadcasting - **moltflow-ai** — style cloning, RAG, voice transcription, AI replies - **moltflow-leads** — lead detection, CRM pipeline, bulk ops, export - **moltflow-a2a** — agent-to-agent protocol, encrypted messaging - **moltflow-reviews** — review collection, sentiment analysis, testimonial export - **moltflow-admin** — auth, API keys, billing, usage tracking - **moltflow-onboarding** — read-only account health check, growth opportunity reports --- ## Notes - Anti-spam on all messages (typing, random delays) - Sessions require QR code pairing on first connect - Use E.164 phone format without `+` - AI features and A2A require Pro plan or above - Rate limits: Free 10, Starter 20, Pro 40, Biz 60/min --- ## Changelog **v2.16.0** (2026-03-02) -- See [CHANGELOG.md](CHANGELOG.md) for full history. <!-- FILEMAP:BEGIN --> ```text [moltflow file map]|root: . |.:{SKILL.md,CHANGELOG.md,integrations.md} |moltflow:{SKILL.md} |moltflow-ai:{SKILL.md} |moltflow-a2a:{SKILL.md} |moltflow-reviews:{SKILL.md} |moltflow-outreach:{SKILL.md} |moltflow-leads:{SKILL.md} |moltflow-admin:{SKILL.md} |moltflow-onboarding:{SKILL.md} ``` <!-- FILEMAP:END -->