whatsapp-automation-a2aDocumentation-only WhatsApp API reference — zero executables, zero install scripts, zero local file writes. All actions require explicit user invocation. Pro...
Install via ClawdBot CLI:
clawdbot install alex-tradequo/whatsapp-automation-a2aThousands 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. 90+ endpoints. 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.
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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 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
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Free tier available. Sign up
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.
"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.
"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.
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.
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.
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.
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-sendcurl -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/groupscurl -H "X-API-Key: $MOLTFLOW_API_KEY" \
"https://apiv2.waiflow.app/api/v2/leads?status=new&limit=50"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}/statusStatus flow: new → contacted → qualified → converted
(or lost at any stage).
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-groupcurl -H "X-API-Key: $MOLTFLOW_API_KEY" \
"https://apiv2.waiflow.app/api/v2/leads/export/csv?status=qualified" \
-o qualified-leads.csvcurl -X POST -H "X-API-Key: $MOLTFLOW_API_KEY" \
https://apiv2.waiflow.app/api/v2/bulk-send/{job_id}/pausecurl -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-replycurl -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-messagescurl -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/reportscurl -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/sendcurl -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/collectorscurl https://apiv2.waiflow.app/.well-known/agent.jsonFull API reference: see each module's SKILL.md.
MoltFlow is a verified on-chain AI agent registered on Ethereum mainnet.
| Field | Value |
|-------|-------|
| Agent ID | #25477 |
| Chain | Ethereum mainnet (eip155:1) |
| Registry | 0x8004A169FB4a3325136EB29fA0ceB6D2e539a432 |
| Trust Model | Reputation-based |
| Endpoints | A2A + MCP + Web |
Discovery:
https://molt.waiflow.app/.well-known/erc8004-agent.jsonhttps://apiv2.waiflow.app/.well-known/agent.jsonSolo Founder / Small Biz
Agency / Multi-Client
Marketing Agency / Campaign Manager
Developer / AI Agent Builder
pip install moltflow (GitHub)AI Integration Guides:
How-To Guides:
| 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 |
| 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 |
| | Molt | Alt 1 | Alt 2 | Alt 3 |
|---|:---:|:---:|:---:|:---:|
| Messaging | 18 | 14 | 3 | 1 |
| Groups | 8 | 4 | 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 | 90+ | ~15 | ~3 | ~1 |
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:
Free tier available — 1 session,
50 messages/month, no credit card required.
Env vars:
MOLTFLOW_API_KEY (required) — create aminimum-scoped key from
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
scopes isa 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.
MOLTFLOW_API_KEY as an env var, not in
shared config files. Rotate keys regularly.
allowed_numbersin tenant settings to restrict which numbers can
send outbound messages. Only whitelisted numbers
are permitted.
pass through reciprocity checks (contact must
message you first), burst rate limiting, typing
simulation, and random delays. Cannot be bypassed.
scanned for PII, secrets, and prompt injection
attempts. Blocked automatically before sending.
require_approval intenant settings to hold all AI-generated messages
for manual review before delivery.
private IPs, cloud metadata, and non-HTTPS
schemes. Only configure endpoints you control.
Always set a secret for HMAC verification
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.
Python example scripts are hosted on GitHub, not
bundled. Download, inspect the source, then run.
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.
short-lived, scoped key for testing. Revoke
after testing. Never share keys across tenants.
25 MCP tools for Claude Desktop, Claude.ai,
Claude Code, and OpenAI Custom GPTs.
User Action Required — each integration
requires manual setup by the user. No code
is installed automatically by this skill.
See integrations.md for setup
guides and security notes.
Each module has its own SKILL.md with endpoints
and curl examples.
groups, labels, webhooks
scheduled messages, scheduled reports, custom groups
voice transcription, AI replies
CRM pipeline, bulk ops, export
encrypted messaging
sentiment analysis, testimonial export
billing, usage tracking
health check, growth opportunity reports
+v2.11.3 (2026-02-15) -- See CHANGELOG.md for full history.
[moltflow file map]|root: .
|.:{SKILL.md,CHANGELOG.md,integrations.md,package.json}
|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}Generated Mar 1, 2026
A small business owner uses the skill to schedule recurring payment reminder messages to clients with outstanding invoices on the 28th of each month, ensuring timely collections without manual effort. It integrates with their invoicing system via webhooks to trigger messages based on payment status.
A real estate agent monitors property-related WhatsApp groups for keywords like 'budget' or 'viewing' to automatically identify and capture potential buyers as leads. The AI then initiates personalized outreach campaigns to these leads, moving them through a CRM pipeline for conversion tracking.
A medical clinic uses the skill to transcribe incoming patient voice notes using Whisper, saving them as appointment summaries accessible via API. This automates documentation, reduces administrative workload, and ensures accurate record-keeping for follow-ups.
An online retailer sets up automatic order confirmation messages sent via WhatsApp after each purchase, triggered by webhook events. Post-delivery, the skill sends review requests, collects sentiment-scored feedback, and exports positive reviews as HTML for the website.
A school uses the skill to send bulk broadcast messages to parent WhatsApp groups about class schedule changes, with ban-safe throttling and delivery tracking. It also schedules weekly performance reports to staff groups, ensuring timely communication and engagement.
Businesses charge clients a monthly fee for managing WhatsApp automation, including lead mining, scheduled campaigns, and analytics. Revenue comes from tiered plans (e.g., free to $19.90/month business plan) based on usage quotas and features like unlimited messaging.
Marketing agencies use the skill to offer outsourced WhatsApp lead generation and campaign management for clients in industries like real estate or e-commerce. They upsell additional services like AI-powered replies and GDPR compliance, generating revenue through project-based fees or retainer models.
Developers or solo entrepreneurs leverage the free tier to attract users, then monetize through premium features like advanced analytics, custom GPT actions, and native MCP endpoints. Revenue streams include one-time setup fees for integrations and commissions from upsold business plans.
💬 Integration Tip
Set up the MOLTFLOW_API_KEY environment variable first, then use the native MCP endpoint at apiv2.waiflow.app/mcp for seamless integration with Claude Desktop or ChatGPT without installing additional packages.
iMessage/SMS CLI for listing chats, history, watch, and sending.
Use when you need to control Discord from Clawdbot via the discord tool: send messages, react, post or upload stickers, upload emojis, run polls, manage threads/pins/search, fetch permissions or member/role/channel info, or handle moderation actions in Discord DMs or channels.
Use when you need to control Slack from Clawdbot via the slack tool, including reacting to messages or pinning/unpinning items in Slack channels or DMs.
Send WhatsApp messages to other people or search/sync WhatsApp history via the wacli CLI (not for normal user chats).
Build or update the BlueBubbles external channel plugin for Clawdbot (extension package, REST send/probe, webhook inbound).
OpenClaw skill for designing Telegram Bot API workflows and command-driven conversations using direct HTTPS requests (no SDKs).