ChatWiki

What it does

ChatWiki is a workflow automation platform built specifically for the WeChat ecosystem. It transforms WeChat official accounts into AI-powered agents capable of automatic replies, article rewriting, AI-curated comment responses, and knowledge base Q&A. The platform integrates RAG (Retrieval-Augmented Generation) for knowledge base searches, supports multi-model orchestration, and can publish workflows as MCP services.

Tools

The platform exposes MCP tools for workflow orchestration and knowledge base operations. Key capabilities include:

• Conversational and plugin workflows with trigger nodes
• Document knowledge base with URL reading and batch import
• QA knowledge base with automatic extraction and clustering
• WeChat workflow triggers: private messages, comments, follows, unfollows, menu clicks
• Human handoff with multi-agent assignment
• Model-agnostic LLM support (DeepSeek R1, Doubao Pro, Qwen Max, OpenAI, Claude, and 20+ more)

Installation

{
  "mcpServers": {
    "chatwiki": {
      "command": "docker",
      "args": ["run", "-p", "18080:18080", "chatwiki/chatwiki"]
    }
  }
}

Or via Docker Compose:

git clone https://github.com/zhimaAi/chatwiki.git
cd chatwiki/docker
docker compose up -d

Access at http://localhost:18080 — default credentials: admin / chatwiki.com@123

Supported hosts

• Claude Desktop (implied by bidirectional MCP support)
• Any MCP-compatible host via exposed MCP services