Enables LangChain ReAct and deep agents to manage WhatsApp sessions, chats, contacts, and messages—including sending text, images, and files—through MCP tools backed by a local WAHA instance.

Drive the user's own Claude Code and Codex — on their own subscription logins, no API keys — from AI Matrx, and take over chats they started elsewhere. The engine wraps Paperclip's MIT driver packages with every fix the 2026-09-27 spike found (clean envir

Enables AI clients to list chats and groups, read full group history, search across message shards, and access summaries or system events from local WeChat 4.x data through a read-only, offline MCP interface.

Ask, search and review your Denser AI chatbots: knowledge base, chats, analytics and leads.

Task tracker for product teams: projects, features, tasks, bugs, team chats and code context.

Team WhatsApp inbox: read chats and contacts; every send needs a person's confirmation.

Your WhatsApp history in Claude and ChatGPT: search years of chats, voice notes transcribed.

Official WhatsApp Business API for AI agents: customer chats, templates, campaigns and Meta prices.

Run your Cluvi AI restaurant: guest chats, reservations, menu and AI receptionist.

AI support chat for Japanese-language sites. Analyze chats, review unanswered questions, edit docs.

Turn AI chats into xTiles projects, notes and tasks, and pull projects back in.