# WhatsApp Human-in-the-Loop

> Use this tool when you need to integrate autonomous AI agents with human operators via WhatsApp, enabling seamless interactions for decision-making, notifications, and feedback. It solves problems of automated decision-making, remote human oversight, and real-time communication, accepting text-based inputs and producing human-validated outputs. Ideal for use cases requiring human-in-the-loop validation, such as customer support, content moderation, or critical decision-making processes.

Canonical page: https://skillsregistry.net/skills/meharajm-whatsapp-human-in-the-loop  
JSON: https://api.skillsregistry.net/v1/skills/meharajm-whatsapp-human-in-the-loop

## Description

Bridges autonomous AI agents to WhatsApp for human-in-the-loop interactions. Agents can send one-way notifications, ask questions and block until a reply is received, and monitor connection state. Supports QR code authentication with persistent sessions, concurrent question queuing with tagged references, and configurable number restrictions for group chats. Designed to let agents operate autonomously while routing decision points to a human operator via their phone.

## Trust

- **Trust score (0–1):** 0.88
- **Verification tier:** scanned
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** communication
- **Updated:** 2026-09-19

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/meharajm-whatsapp-human-in-the-loop)
- **Repository:** <https://github.com/meharajm/whatsapp-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "meharajm-whatsapp-human-in-the-loop"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/meharajm-whatsapp-human-in-the-loop` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/meharajm-whatsapp-human-in-the-loop/pull`

---
SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt