MetaBot: Open-Source Bridge Connects Claude Code to Telegram, Feishu, and WeChat
What MetaBot Does
MetaBot solves the problem of Claude Code being locked in a terminal by bridging the Claude Code Agent SDK to messaging platforms. This allows developers to interact with Claude Code from their phones via text, enabling tasks like bug fixes, script execution, and deployment checks without needing a laptop.
Core Features
Each bot instance runs as a full Claude Code agent with all capabilities: Read, Write, Edit, Bash, Glob, Grep, WebSearch, and MCP. It operates in bypassPermissions mode for full autonomy.
The messaging interface shows real-time streaming cards with color-coded tool call status: blue for running, green for complete, and red for error.
Advanced Capabilities
- MetaMemory: A shared knowledge base using SQLite with FTS5 that enables agents to remember information across sessions. When one agent learns something, others can search and reference it. Changes automatically sync to a Feishu wiki.
- MetaSkill: An agent factory system where typing
/metaskill ios appgenerates a complete.claude/agent team with an orchestrator, domain experts, and a code reviewer. - Scheduler: Cron-based task scheduling. Example: a task that searches Hacker News every morning at 9 AM, summarizes the top 5 AI stories, and saves them to MetaMemory, all configured with a single natural language message.
- Agent Bus: Enables bots to communicate with each other via REST API, allowing delegation between specialized agents (e.g., frontend-bot delegating to backend-bot). Supports cross-instance federation.
- Jarvis Mode: Voice control via iOS Shortcuts and AirPods using STT → Agent execution → TTS pipeline.
Technical Implementation
MetaBot is built in TypeScript with approximately 11,000 lines of code and 155 tests. It's released under the MIT license with one-line installation.
Supported platforms include Telegram (easiest setup at 30 seconds), Feishu/Lark (using WebSocket, no public IP needed), and WeChat (via ClawBot plugin).
Real-World Usage
The creators at XVI Robotics (a 10-person robotics company) run approximately 20 specialized Claude Code agents through MetaBot, including frontend, backend, ops, and research bots. Each agent has its own working directory and skills while sharing knowledge through MetaMemory and delegating tasks via the Agent Bus. They describe this as experimenting with running an "agent-native company."
📖 Read the full source: r/ClaudeAI
👀 See Also
Claude Code Workflow Visual Details Memory Hierarchy and Skills System
A Reddit user shared a visual diagram showing how Claude Code organizes memory through layered CLAUDE.md files and implements reusable skills via SKILL.md files. The workflow loop suggests using Plan mode with auto-accept and frequent commits.
Savant Commander 48B: A Custom Qwen 3 Mixture-of-Experts Model with 12 Distilled Models
Savant Commander 48B is a custom Qwen 3 Mixture-of-Experts model with hand-coded routing that combines 12 distilled models from providers like Claude, Gemini, OpenAI, and Deepseek. It features 256K context length and allows prompt-controlled activation of specific distilled models.
OpenClaw Integrates Features from Claude Code Leak
An OpenClaw user had their bot analyze the leaked Claude Code (Rust recreation by Instructkr) and selectively ported specific architectural patterns into their OpenClaw setup. The integration focuses on practical improvements like automatic startup continuity, conversation compaction, and a pre-tool/post-tool hook framework.
Open-source Claude Skill structures B2B SaaS growth knowledge for consistent AI reasoning
A developer created an open-source Claude Skill that organizes $90M ARR partnership lessons, 1,800 user interviews, and 5 SaaS case studies into structured knowledge for Claude to reference, improving output quality for complex workflows like PMF validation and GTM planning.