Google PageRank for AI agents. 25,000+ tools indexed.

wa_llm MCP Server

ilanbenb/wa_llm

Score: 69.0 Rank #4264 MCP Server
[![AgentRank](https://agentrank-ai.com/api/v1/badge/ilanbenb--wa_llm)](https://agentrank-ai.com/tool/ilanbenb--wa_llm/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)
Are you the maintainer of ilanbenb/wa_llm? Claim this listing →

A WhatsApp bot that can participate in group conversations, powered by AI. The bot monitors group messages and responds when mentioned.

Add AgentRank to Claude Code Discover and compare tools like ilanbenb/wa_llm — your AI finds the right one automatically
Get API Access →
claude mcp add agentrank -- npx -y agentrank-mcp-server

Overview

ilanbenb/wa_llm is a Python tool licensed under MIT. A WhatsApp bot that can participate in group conversations, powered by AI. The bot monitors group messages and responds when mentioned. Topics: communities, mcp, mcp-server, whatsapp, whatsapp-api, whatsapp-bot.

Ranked #4264 out of 24846 indexed tools.

Ecosystem

Python MIT
communitiesmcpmcp-serverwhatsappwhatsapp-apiwhatsapp-bot

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 171

171 stars → growing community

Freshness 25% 29d ago

Last commit 29d ago → recently updated

Issue Health 25% 29%

7/24 issues closed → many open issues

Contributors 10% 8

8 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 60
Description Good
License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

Issue Health high impact

You have 17 open vs 7 closed issues — triaging stale issues improves health

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

Badge all embed codes →

AgentRank score for ilanbenb/wa_llm
[![AgentRank](https://agentrank-ai.com/api/v1/badge/ilanbenb--wa_llm)](https://agentrank-ai.com/tool/ilanbenb--wa_llm/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)
<a href="https://agentrank-ai.com/tool/ilanbenb--wa_llm/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/v1/badge/ilanbenb--wa_llm" alt="AgentRank"></a>

Embed Widget docs →

Embed a rich score widget on your site or blog.

<script src="https://agentrank-ai.com/embed.js" data-tool="ilanbenb/wa_llm"></script>

Matched Queries

topic:mcptopic:mcp-server

From the README

# 📱 WhatsApp Group Summary Bot

AI-powered WhatsApp bot that **joins any group, tracks conversations, and generates intelligent summaries**.

---

## Features

- 🤖 Automated group chat responses (when mentioned)
- 📝 Smart **LLM-based conversation summaries**
- 📚 Knowledge base integration for context-aware answers
- 📂 Persistent message history with PostgreSQL + `pgvector`
- 🔗 Support for multiple message types (text, media, links)
- 👥 Group management & customizable settings
- 🔕 **Opt-out feature**: Users can opt-out of being tagged in summaries/answers via DM.
- ⚡ REST API with Swagger docs (`localhost:8000/docs`)

---

## 🐳 Docker Compose Configurations

This project includes multiple Docker Compose files for different environments:

| File                           | Purpose                                                                        | Usage                                                  |
| ------------------------------ | ------------------------------------
Read full README on GitHub →

Get the weekly AgentRank digest

Top movers, new tools, ecosystem insights — straight to your inbox.