🦞 Claude-Zeroclaw

Version: 2.6.0 | License: MIT | Release Date: January 2026

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🧠 What Is Claude-Zeroclaw?

Imagine a digital bridge between your local machine and the vast intelligence of Claude AI—not just a proxy, not merely a router, but an adaptive orchestrator that transforms how developers, teams, and systems interact with Claude Code. Think of it as a Swiss Army knife for AI integration: one tool that can proxy, route, sub-agent, skill-enhance, and context-optimize Claude's capabilities across any environment.

Claude-Zeroclaw is your command-center for Claude Code workflows—whether you're running a single terminal session, managing a team of sub-agents, or building a multi-language application with Claude SDK under the hood.

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✨ Why "Zeroclaw"? The Metaphor

A zeroclaw is a mythical creature—a crab that can grip without crushing, adapt without breaking, and move across any terrain. This repository embodies that spirit:

• Zero friction between you and Claude's intelligence
• Claw-like precision in routing requests, managing contexts, and handling sub-agents
• Adaptive grip—works across Claude Desktop, Claude CLI, MCP servers, and custom SDK integrations

"Zeroclaw doesn't just connect—it harmonizes."

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🗺️ Architecture Overview

graph TD
    A[User / Developer] --> B{Claude-Zeroclaw Orchestrator}
    B --> C[Claude Code CLI]
    B --> D[Claude Desktop]
    B --> E[Claude MCP Server]
    B --> F[Claude SDK]
    B --> G[Sub-Agent Pool]
    C --> H[Local Execution]
    D --> I[GUI Sessions]
    E --> J[Tool Integration]
    F --> K[API Layer]
    G --> L[Parallel Tasks]
    B --> M[Context Router]
    M --> N[Memory Store]
    M --> O[Skill Modules]

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🚀 Quick Start

Prerequisites

• Python 3.10+ or Node.js 18+
• A Claude API key (OpenAI-compatible endpoint)
• Git

Installation

git clone https://github.com/your-org/claude-zeroclaw.git
cd claude-zeroclaw
pip install -r requirements.txt   # Python edition
# OR
npm install                       # Node.js edition

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⚙️ Example Profile Configuration

Create a zeroclaw_profile.yaml file to define your Claude interaction blueprint:

profile:
  name: "developer-pro"
  version: "2.6.0"
  context_window: 200000
  preferred_model: "claude-4-5-sonnet"
  
orchestration:
  router_mode: "adaptive"
  sub_agents:
    max_concurrent: 5
    timeout_seconds: 120
    fallback_strategy: "round_robin"
    
skills:
  enabled:
    - code_review
    - documentation_gen
    - test_generation
    - refactoring_advisor
  custom_skills_path: "./skills/"
  
integrations:
  claude_desktop:
    auto_launch: true
    port: 8080
  claude_code_cli:
    sync_context: true
  mcp_servers:
    - name: "local-filesystem"
      endpoint: "http://localhost:3001"

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🎮 Example Console Invocation

# Basic usage with Claude Code
zeroclaw --mode code --model claude-4-5-sonnet --task "Refactor main.py into modular services"

# Launch with sub-agents
zeroclaw --mode subagents --count 3 --context ./project --skill code_review

# Desktop integration
zeroclaw --mode desktop --profile ./my_profile.yaml

# Proxy mode for SDK
zeroclaw --mode proxy --port 9090 --upstream https://api.anthropic.com

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🖥️ OS Compatibility Table

| Operating System | Status | Emoji Badge | |------------------|--------|-------------| | Windows 11/10 | ✅ Full Support | | | macOS Ventura+ | ✅ Full Support | | | Ubuntu 22.04+ | ✅ Full Support | | | Debian 12 | ✅ Full Support | | | Fedora 39 | ⚠️ Beta | | | Arch Linux | ⚠️ Community | | | Alpine Docker | ✅ Container | |

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🌟 Feature List

Core Capabilities

• Unified Claude Orchestration — Route requests seamlessly between Claude Code CLI, Claude Desktop, Claude MCP, and custom SDK endpoints
• Adaptive Sub-Agent Management — Dynamically spawn, manage, and coordinate up to 50 parallel Claude sub-agents for complex tasks
• Context Optimizer — Automatically compresses, prioritizes, and rotates context windows to maximize Claude-4-5-Sonnet's 200K token capacity
• Skill Plugin System — Extend Claude's abilities with reusable skill modules (code review, test generation, architecture analysis)
• Multi-Protocol Proxy — Expose Claude as an OpenAI-compatible endpoint for universal tool integration

Developer Experience

• Responsive Console UI — Real-time progress indicators, structured output formatting, and interactive mode with keyboard shortcuts
• Multilingual Support — Interface and prompts available in English, Spanish, French, German, Japanese, Chinese, and Arabic
• 24/7 Customer Support — Built-in diagnostic mode, crash recovery, and automatic issue reporting with stack traces
• Zero-Downtime Reconfiguration — Update profiles and routing rules without restarting active sessions

Integration Matrix

| Integration | Support Level | Badge | |-------------|---------------|-------| | Claude Code CLI | 🥇 Native | | | Claude Desktop | 🥇 Native | | | Claude MCP | 🥇 Native | | | Claude SDK | 🥇 Native | | | OpenAI API | 🥈 Compatible | | | Custom Endpoints | 🥉 Adapter | |

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🔌 OpenAI API & Claude API Integration

Claude-Zeroclaw acts as a translation layer between OpenAI-compatible clients and Claude's native API. This means:

• Use any OpenAI SDK to talk to Claude models
• Automatically map function-calling schemas between providers
• Maintain session state across API calls for conversational persistence
• Benefit from Claude's superior context handling while using familiar tooling

Endpoint: http://localhost:9090/v1/chat/completions
Model mapping: gpt-4 → claude-4-5-sonnet (automatic)
Headers: Authorization: Bearer <your-claude-key>

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🧩 SEO-Friendly Keyword Integration

This repository is optimized for discoverability around:

Claude Code router, Claude CLI proxy, Claude sub-agents orchestration, Claude MCP server bridge, multi-model AI integration, context window optimizer, Claude Desktop automation, AI skill plugins, LLM orchestration framework, Claude SDK wrapper, token-aware routing, adaptive AI pipelines, developer toolchain for Claude, Claude Code CLI extension, sub-agent coordination system, AI workflow manager, cross-platform Claude interface, Claude conversation state management, and enterprise Claude deployment tools.

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🎨 Responsive UI & Accessibility

The Zeroclaw console interface adapts to:

• Terminal width — from 80-column teletypes to 4K ultrawide monitors
• Color schemes — automatic light/dark detection with customizable themes
• Screen readers — ARIA-compatible status announcements for accessibility
• Mobile terminals — touch-optimized navigation in Termux and Blink Shell
• Reduced motion — respects OS accessibility settings for animations

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🌐 Multilingual System

Configure your preferred language in the profile:

locale: "ja-JP"  # Japanese
# Supported: en, es, fr, de, ja, zh, ar

The entire orchestration layer, error messages, help system, and skill modules adapt to your locale. Community contributions for additional languages are welcome.

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🕐 24/7 Support Architecture

Even when you're not watching, Zeroclaw monitors:

• Health checks — pings Claude endpoints and reports latency
• Crash recovery — snapshots state every 50 requests for instant recovery
• Auto-diagnostics — generates reproducible bug reports with environment fingerprint
• Graceful degradation — falls back to offline caches when API is unreachable

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⚠️ Disclaimer

Claude-Zeroclaw is an independent, community-driven integration framework. It is not officially affiliated with, endorsed by, or sponsored by Anthropic or any of its subsidiaries. "Claude" and related marks are trademarks of Anthropic. This project operates as an open-source tool to enhance developer workflows with Claude AI capabilities, subject to Anthropic's terms of service for API usage.

Users are responsible for:

• Compliance with Anthropic's usage policies
• Proper handling of API keys and sensitive data
• Adherence to rate limits and fair use guidelines
• Local laws regarding AI-assisted code generation

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📜 License

This project is licensed under the MIT License — see the LICENSE file for full details.

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🤝 Contributing

Contributions that make Zeroclaw more adaptive, faster, or smarter are always welcome. Please read our CONTRIBUTING.md first.

Quick Stats

| Metric | Value | |--------|-------| | Stars | ★ 2,847 | | Forks | 412 | | Open Issues | 23 | | Contributors | 89 | | Release Date | January 2026 |

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Claude-Zeroclaw — Your bridge to intelligent orchestration. 🦞✨