30,000+ GitHub Stars โ€ข Open Source AI Assistant

Clawdbot AI: Your Intelligent Personal Assistant

Open-source Clawdbot integrates Claude AI, runs on Mac Mini, and executes real tasks. Join 30,000+ developers on GitHub using Clawdbot for WhatsApp, Telegram, and Discord automation. Learn Clawdbot setup, API integration, and skills in minutes.

30K+
GitHub Stars
565+
Clawdbot Skills
8.9K+
Discord Members
50+
Contributors
โญ 30,000+ GitHub Stars
๐Ÿ”’ Open Source & Self-Hosted
๐Ÿ’ฌ 8,900+ Discord Members
๐Ÿงฉ 565+ Skills Available
๐Ÿ›ก๏ธ Privacy-First Architecture

What is Clawdbot AI? Your Personal AI Assistant with Claude Integration

Clawdbot AI is an open-source personal AI assistant with 30,000+ GitHub stars. Clawdbot integrates Claude AI and runs locally on Mac Mini, Windows, Docker, and Raspberry Pi. Features persistent memory, 565+ skills, and integrates with WhatsApp, Telegram, and Discord.

๐Ÿฆž

Clawdbot - Claude with Claws

Clawdbot is more than a chatbot โ€” it's "Claude with hands" that can actually execute tasks on your device. Created by Peter Steinberger, it combines the intelligence of Claude AI with local execution capabilities.

# Install Clawdbot
git clone https://github.com/clawdbot/clawdbot.git
cd clawdbot && npm install
npm start
โœ“ Open Source MIT License
๐Ÿ–ฅ๏ธ

Clawdbot Mac Installation

Run Clawdbot on Mac Mini, MacBook, or any macOS device. Perfect for 24/7 AI assistant deployment.

๐ŸชŸ

Clawdbot Windows Setup

Full Windows support with WSL. Deploy your personal AI assistant on any Windows PC.

๐Ÿณ

Clawdbot Docker

Containerized deployment for easy scaling and isolation. Perfect for server environments.

๐Ÿ“

Clawdbot Raspberry Pi

Run Clawdbot on Raspberry Pi for affordable, always-on AI assistance.

๐Ÿ”Œ

Clawdbot Skills & Integrations

565+ community skills available on ClawdHub. Integrates with WhatsApp, Telegram, Discord, Slack, iMessage, and more. Extend Clawdbot's capabilities with custom skills.

๐Ÿ”—

Clawdbot API & GitHub

Full API access for developers. Open source on GitHub with active community support. Built with TypeScript, runs on Node.js 22+.

View on GitHub โ†’

Is Clawdbot Safe? Security & Privacy Analysis

Clawdbot AI prioritizes security and privacy with open-source transparency, local-first architecture, and complete data control. Learn how Clawdbot protects your data and why it's trusted by 30,000+ users worldwide.

๐Ÿ”“

100% Open Source

Clawdbot is fully open source under MIT license. Every line of code is auditable on GitHub. No hidden backdoors, no telemetry, complete transparency.

๐Ÿ 

Local-First Architecture

All data stays on your device. Clawdbot Gateway runs locally (127.0.0.1:18789). Your conversations, files, and credentials never leave your computer.

๐Ÿ”

You Control Your API Keys

Use your own Claude Pro/Max subscription or Anthropic API keys. No middleman services. Direct connection to AI providers with your credentials.

โœ…

Is Clawdbot Safe for Production Use?

Yes, with proper configuration. Clawdbot is production-ready when deployed correctly:

  • โœ“ Run on dedicated Mac Mini or VPS for 24/7 stability
  • โœ“ Configure file system permissions carefully (avoid full disk access unless needed)
  • โœ“ Use environment variables for sensitive credentials
  • โœ“ Enable audit logging to track AI actions
  • โœ“ Review skills before installation from ClawdHub
  • โœ“ Keep Node.js and dependencies updated
๐Ÿ“œ

Security Best Practices

Follow our security guide for safe deployment: use WSL2 on Windows, enable firewall rules, rotate API keys regularly, and review permissions before granting.

Read Security Guide โ†’
๐Ÿ”

Community Audited

38,600+ GitHub stars, 200+ contributors actively reviewing code. Security issues are addressed rapidly by the community.

Clawdbot Mac Mini M4: The Perfect 24/7 AI Server Setup

Why Clawdbot on Mac Mini M4 became the #1 choice for self-hosted AI in 2026. Learn how to deploy Clawdbot on Mac Mini, configure it for 24/7 operation, and optimize for Apple Silicon performance.

๐Ÿ’Ž

Why Mac Mini M4 for Clawdbot?

The "ClawdBot Effect": Mac Mini sales surged in early 2026 as thousands discovered it's the perfect Clawdbot server.

  • โœ… $599 Base Price - Most affordable Mac with M4 chip
  • โœ… Incredible Performance - M4 chip handles Claude AI effortlessly
  • โœ… Ultra-Low Power - Only 15W idle, ~$15/year electricity cost
  • โœ… Silent Operation - Fanless design, perfect for home office
  • โœ… Native macOS Support - Best Clawdbot compatibility
  • โœ… Compact Size - 12.7cm ร— 12.7cm footprint
  • โœ… 24/7 Reliability - macOS Server-grade stability
๐ŸŽ

Mac Mini M4 Specifications

Recommended for Clawdbot:

  • CPU: M4 (10-core)
  • RAM: 16GB minimum
  • Storage: 256GB+
  • macOS: Sonoma 14+
โšก

5-Minute Mac Installation

One-line install command:

curl -fsSL https://clawd.bot/install.sh | bash

Automatically installs Node.js 22, ClawdBot, and configures daemon for 24/7 operation.

๐Ÿ’ฐ

Total Cost Analysis

First Year:

  • Mac Mini M4: $599 (one-time)
  • Electricity: ~$15/year (15W)
  • Claude Pro: $20/month ($240/yr)
  • Total: ~$854 first year
  • Year 2+: $255/year only
๐Ÿณ

Alternative: Docker Deployment

Prefer containers? Deploy Clawdbot with Docker on any Linux/macOS system:

git clone https://github.com/clawdbot/clawdbot.git cd clawdbot && ./docker-setup.sh
๐Ÿ“

Clawdbot Raspberry Pi

Budget option: Run Clawdbot on Raspberry Pi 4 (2GB+ RAM). Perfect for learning or low-traffic personal use. Performance is limited but fully functional.

Raspberry Pi Guide โ†’

565+ Clawdbot Skills: Extend Your AI Assistant's Capabilities

Clawdbot Skills are modular extensions that give your AI assistant superpowers. Browse 565+ community-created skills for email management, calendar integration, smart home control, coding assistance, and more. Install with one command from ClawdHub.

๐ŸŽฏ

What are Clawdbot Skills?

Skills transform Clawdbot from a chatbot into an action-taking assistant.

  • ๐Ÿ“ง Email Management - Auto-sort inbox, draft responses, send scheduled emails
  • ๐Ÿ“… Calendar Integration - Schedule meetings, set reminders, manage events
  • ๐Ÿ  Smart Home Control - Control lights, thermostats, locks via voice/chat
  • ๐Ÿ’ป Developer Tools - Git automation, CI/CD triggers, code reviews
  • ๐Ÿ“Š Data Analysis - Generate reports, visualize data, SQL queries
  • ๐ŸŽจ Creative Tools - Image generation, video editing, music creation
๐Ÿช

ClawdHub Marketplace

Browse and install skills from the community marketplace:

  • โœ“ 565+ verified skills
  • โœ“ One-click installation
  • โœ“ Auto-updates
  • โœ“ Community ratings
Explore ClawdHub โ†’
๐Ÿ“ฑ

Clawdbot Telegram Integration

Control Clawdbot from Telegram:

  • ๐Ÿ”— Connect using Bot API
  • โšก Instant message responses
  • ๐Ÿ“ธ Image/file processing
  • ๐Ÿ‘ฅ Group chat support

Setup: Create bot via @BotFather, add token to Clawdbot config

๐Ÿ’ฌ

Clawdbot WhatsApp Integration

Use Clawdbot on WhatsApp:

  • ๐Ÿ“ฑ Works with personal WhatsApp
  • ๐Ÿ” QR code pairing (via Baileys)
  • ๐Ÿ“Ž Send/receive media files
  • ๐Ÿ‘จโ€๐Ÿ‘ฉโ€๐Ÿ‘งโ€๐Ÿ‘ฆ Family & group support

Most popular messaging platform integration for Clawdbot

๐ŸŽฎ

Clawdbot Discord Integration

Add Clawdbot to Discord servers:

  • ๐Ÿค– Discord Bot API integration
  • ๐Ÿ”จ Slash commands support
  • ๐Ÿ“ข Channel-specific responses
  • ๐ŸŽฏ Role-based permissions
Discord Setup Guide โ†’
๐Ÿ› ๏ธ

Build Custom Clawdbot Skills

Create your own skills with TypeScript:

npm create clawdbot-skill@latest cd my-skill && npm run dev

Full SDK with hot reload, type safety, and one-click publishing to ClawdHub

Skills Development Guide โ†’

New AI Tools Added This Week

Stay ahead with the latest AI tools. We add 50+ new tools every week to keep you updated with the newest innovations.

Best Free AI Tools 2026

Powerful AI tools that won't cost you a dime. From open-source projects to generous free tiers, discover the best free AI tools available.

๐Ÿฆž

Clawdbot

100% free, open source personal AI assistant

โœ“ Completely Free
๐Ÿ’ฌ

Claude AI Free Tier

Generous free tier for Claude 3 conversations

โœ“ Free Tier
๐ŸŽจ

Stable Diffusion

Open source AI image generation

โœ“ Open Source
๐Ÿ”

Perplexity Free

AI search with free daily queries

โœ“ Free Tier
๐Ÿ“

Hugging Face

Free AI models and datasets hub

โœ“ Open Source
๐Ÿ–ผ๏ธ

Leonardo AI Free

150 free image generations daily

โœ“ Free Tier

AI Developer Tools & APIs

Build with AI using the best developer tools, APIs, SDKs, and open source projects. From Clawdbot to OpenAI API.

๐Ÿ”Œ

Clawdbot API & SDK

Full API access for building on top of Clawdbot. TypeScript SDK, REST API, WebSocket support. Create custom skills and integrations.

npm install @clawdbot/sdk
๐Ÿค–

OpenAI API

GPT-4, DALL-E, Whisper APIs for building AI applications.

๐Ÿง 

Anthropic API

Claude API for advanced reasoning and coding tasks.

๐ŸŒ

Hugging Face

Open source models, datasets, and inference API.

โšก

LangChain

Framework for building LLM-powered applications.

๐Ÿ“š

GitHub Open Source AI Projects

Curated list of the best open source AI projects on GitHub. Clawdbot (38.6K โญ), Stable Diffusion (70K โญ), LangChain (82K โญ), and more.

Explore Open Source โ†’

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Find the right AI tools for your specific needs. Whether you're a marketer, developer, writer, or business owner.

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Game development, NPC AI, procedural generation, player analytics

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๐Ÿ 

AI for Personal Use

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Fixing "Clawdbot No Output" Error & Common Issues

Encountering issues with Clawdbot? Here are solutions to the most common problems including "Clawdbot no output", API key errors, installation failures, and configuration issues.

โŒ

Clawdbot No Output - Main Causes & Fixes

Problem: Clawdbot Gateway runs but doesn't respond to messages.

Common causes:

  • 1. API Key Issues - Invalid, expired, or incorrectly formatted API key
    Fix: Re-run `claude setup-token` or check your .env file
  • 2. Network Problems - Firewall blocking Gateway or API connections
    Fix: Check port 18789 is accessible, test with `curl http://127.0.0.1:18789`
  • 3. Channel Configuration - Messaging platform not properly linked
    Fix: Re-scan WhatsApp QR code or regenerate Telegram bot token
  • 4. Node.js Version - Running Node.js <22
    Fix: Update with `nvm install 22 && nvm use 22`
๐Ÿ”‘

API Key Not Working

Symptom: "Authentication failed" or "Invalid API key" errors.

Solution: Verify your API key in Anthropic Console, ensure you're using the correct setup method (setup-token vs API key), and check for trailing spaces in .env file.

๐Ÿ“ฒ

WhatsApp Won't Connect

Symptom: QR code doesn't scan or connection drops frequently.

Solution: Clear Clawdbot session data, use fresh WhatsApp account (not business), ensure phone has stable internet, re-pair using `clawdbot onboard`.

๐Ÿ’พ

Installation Fails on Windows

Symptom: Native module build errors, permission denied.

Solution: Use WSL2 (Windows Subsystem for Linux) instead of native Windows. Clawdbot officially only supports WSL2 on Windows. Follow our WSL2 setup guide.

๐Ÿณ

Docker Container Won't Start

Symptom: Container exits immediately or shows volume mount errors.

Solution: Check volume permissions, ensure config directory exists, verify environment variables are set correctly in docker-compose.yml.

๐Ÿ“

Check Logs for Debugging

Enable debug mode to see detailed logs:

DEBUG=* clawdbot gateway

Logs are saved in ~/.clawdbot/logs/

Full Troubleshooting Guide โ†’

Clawdbot Tutorials & Guides

Step-by-step tutorials to help you install, configure, and master Clawdbot. From beginner setup to advanced automation.

๐ŸŽ

Clawdbot Mac Installation Guide

Complete guide to installing Clawdbot on macOS. Covers Mac Mini M4, MacBook Pro, and all Apple Silicon devices.

๐Ÿ“– 15 min read ๐Ÿ‘๏ธ 12.5K views
๐ŸชŸ

Clawdbot Windows Setup Tutorial

How to run Clawdbot on Windows using WSL or native Node.js. Full setup guide with troubleshooting tips.

๐Ÿ“– 12 min read ๐Ÿ‘๏ธ 8.3K views
๐Ÿณ

Clawdbot Docker Deployment

Deploy Clawdbot in Docker containers. Perfect for servers, cloud deployment, and isolated environments.

๐Ÿ“– 10 min read ๐Ÿ‘๏ธ 6.7K views
๐Ÿ“

Clawdbot Raspberry Pi Setup

Run Clawdbot on Raspberry Pi for affordable, always-on AI assistance. Budget-friendly deployment guide.

๐Ÿ“– 18 min read ๐Ÿ‘๏ธ 4.2K views
โšก

Clawdbot Skills Development

Learn how to create custom Clawdbot skills. Build automation, integrations, and extend capabilities.

๐Ÿ“– 25 min read ๐Ÿ‘๏ธ 5.1K views
๐Ÿ’ฌ

Clawdbot Telegram Integration

Connect Clawdbot to Telegram for mobile AI assistance. Setup bot, configure webhooks, and start chatting.

๐Ÿ“– 8 min read ๐Ÿ‘๏ธ 7.8K views

AI Tools Video Tutorials

Learn AI tools through video walkthroughs. Watch step-by-step tutorials for Clawdbot, ChatGPT, Midjourney, and more.

โ–ถ๏ธ 12:34

Clawdbot Complete Setup Guide 2026

Full video walkthrough of Clawdbot installation and configuration.

๐ŸŽฌ Video ๐Ÿ‘๏ธ 45K views
โ–ถ๏ธ 8:22

Claude AI Tips & Tricks

Master Claude AI with these advanced prompting techniques.

๐ŸŽฌ Video ๐Ÿ‘๏ธ 32K views
โ–ถ๏ธ 15:47

Midjourney V6 Complete Tutorial

Create stunning AI art with the latest Midjourney version.

๐ŸŽฌ Video ๐Ÿ‘๏ธ 89K views

AI Tools Case Studies & Best Practices

Real-world examples of how users are leveraging AI tools like Clawdbot to boost productivity and automate workflows.

AI Prompt Library & Templates

Ready-to-use prompts for ChatGPT, Claude AI, Clawdbot, and other AI tools. Copy, customize, and start creating.

โœ๏ธ

Writing Prompts

Blog posts, emails, stories, marketing copy

500+ Prompts
๐Ÿ’ป

Coding Prompts

Code generation, debugging, refactoring

300+ Prompts
๐ŸŽจ

Image Generation Prompts

Midjourney, DALL-E, Stable Diffusion prompts

800+ Prompts
๐Ÿ“Š

Business Prompts

Analysis, reports, strategy, planning

250+ Prompts

AI Industry News & Updates

Latest news from the AI industry. Clawdbot updates, new model releases, tool launches, and industry analysis.

๐Ÿ“ฐ

Clawdbot Hits 38,600+ GitHub Stars

The open-source AI assistant continues its meteoric rise, becoming one of the fastest-growing GitHub projects of 2026.

๐Ÿ“… Today ๐Ÿ”ฅ Trending
๐Ÿ“ฐ

Claude 3.5 Sonnet Update Released

Anthropic releases major update to Claude 3.5 Sonnet with improved coding and reasoning capabilities.

๐Ÿ“… 2 days ago ๐Ÿ”ฅ Hot
๐Ÿ“ฐ

Mac Mini M4 Sales Surge Due to Clawdbot

Apple's Mac Mini sees Black Friday-level sales as users rush to set up dedicated Clawdbot machines.

๐Ÿ“… 3 days ago ๐Ÿ’ฌ 245 comments

AI Tools Reviews & Ratings

Real user reviews for AI tools. Read honest feedback from developers, marketers, writers, and businesses.

Expert AI Tool Deep Reviews

Comprehensive reviews with benchmarks, comparisons, and real-world testing by our expert team.

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Clawdbot vs Open Interpreter: Complete Comparison

We tested both tools for 30 days. Here's which one is better for different use cases.

๐Ÿ“– 20 min read โญ Featured
๐Ÿ”ฌ

Claude vs ChatGPT vs Gemini: 2026 Benchmark

Comprehensive benchmark testing coding, reasoning, creativity, and more.

๐Ÿ“– 35 min read โญ Featured
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Best AI Image Generators Ranked

Midjourney vs DALL-E vs Stable Diffusion vs Leonardo: Quality, speed, and value compared.

๐Ÿ“– 25 min read โญ Popular

Clawdbot & AI Tools Community

Connect with thousands of AI enthusiasts, developers, and creators. Share tips, get help, and discover new tools.

๐Ÿ’ฌ

Discord Community

Join 15,000+ members discussing Clawdbot, AI tools, and automation

Join Discord โ†’
๐Ÿ“ฑ

Telegram Group

Quick tips, updates, and discussions in our Telegram community

Join Telegram โ†’
๐Ÿ™

GitHub Discussions

Technical discussions, feature requests, and bug reports

View GitHub โ†’
๐Ÿ“ข

Reddit Community

r/clawdbot - Share experiences, ask questions, show off your setups

Join Reddit โ†’

Community AI Tool Collections

User-curated collections of AI tools for specific workflows. "My AI Writing Stack", "Developer AI Toolkit", and more.

Vote for New Features

Help shape the future of our AI tools directory. Vote for features you want to see.

โ†‘

API Pricing Calculator

Compare API costs across OpenAI, Anthropic, Google, and more

โ†‘

Clawdbot Skill Marketplace

Browse and install community skills directly from the site

โ†‘

AI Tool Comparison Matrix

Side-by-side comparison of any tools you select

AI Tools Comparison

Side-by-side comparison of popular AI tools. Features, pricing, pros, and cons at a glance.

Feature Clawdbot Claude AI ChatGPT Gemini
Self-Hosted โœ“ โœ— โœ— โœ—
Open Source โœ“ โœ— โœ— โœ—
Persistent Memory โœ“ Limited Limited Limited
Local Execution โœ“ โœ— Limited โœ—
Multi-Platform Chat 10+ platforms Web/App Web/App Web/App
Starting Price Free Free/$20/mo Free/$20/mo Free/$20/mo

AI Tools Pricing Guide

Transparent pricing information for all AI tools. Compare costs, find free alternatives, and calculate ROI.

๐Ÿ†“ Free Tier

$0/mo
  • โœ“ Clawdbot (Full)
  • โœ“ Claude Free
  • โœ“ ChatGPT Free
  • โœ“ Stable Diffusion
  • โœ“ Hugging Face
View Free Tools

๐Ÿข Enterprise

Custom
  • โœ“ Claude Enterprise
  • โœ“ ChatGPT Enterprise
  • โœ“ Custom API Limits
  • โœ“ Priority Support
  • โœ“ SLA Guarantees
Contact Sales

AI Tool Alternatives & Replacements

Looking for alternatives to expensive AI tools? Find free and open-source replacements for popular AI services.

AI Tools by Industry

Specialized AI tools for different industries. Healthcare, legal, finance, real estate, and more.

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Healthcare AI

Medical imaging, diagnosis assistance, drug discovery, patient care

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Finance AI

Trading algorithms, risk assessment, fraud detection, financial analysis

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Real Estate AI

Property valuation, virtual staging, market analysis, lead generation

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๐Ÿ›’

E-commerce AI

Product recommendations, pricing optimization, inventory management

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๐ŸŽฌ

Media & Entertainment AI

Content creation, video editing, music generation, streaming optimization

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API Documentation & Developer Resources

Comprehensive documentation for Clawdbot API, SDK references, and integration guides for popular AI services.

๐Ÿ“š

Clawdbot Documentation

Complete documentation for Clawdbot including installation guides, API reference, skill development, and troubleshooting. Everything you need to master Clawdbot.

# Quick Start
git clone https://github.com/clawdbot/clawdbot
cd clawdbot
npm install
cp .env.example .env
# Add your ANTHROPIC_API_KEY to .env
npm start
๐Ÿ”‘

OpenAI API Docs

GPT-4, DALL-E, Whisper API documentation and examples.

View Docs โ†’
๐Ÿง 

Anthropic API Docs

Claude API reference, best practices, and code examples.

View Docs โ†’
โš™๏ธ

Integration Guides

Step-by-step guides for integrating AI tools with your applications. Covers REST APIs, SDKs, webhooks, and more. Available for JavaScript, Python, Go, and Ruby.

JavaScript Python Go Ruby PHP

Frequently Asked Questions

Common questions about Clawdbot, AI tools, and our directory. Can't find your answer? Contact us.

Clawdbot is an open-source personal AI assistant that runs locally on your device. Unlike cloud-based AI assistants, Clawdbot operates on your Mac, Windows PC, Linux machine, or even Raspberry Pi. It uses Claude AI for intelligence but executes commands locally, giving you full control and privacy. With 565+ community skills, persistent memory, and integration with 10+ messaging platforms (WhatsApp, Telegram, Discord, Slack, etc.), Clawdbot is the most versatile self-hosted AI assistant available.

Yes, Clawdbot is 100% free and open source under the MIT license. You can download, modify, and use it without any cost. However, Clawdbot requires API keys from AI providers like Anthropic (Claude) or OpenAI to function. These providers have their own pricing - Anthropic offers some free usage, but heavy users may incur API costs. The Clawdbot software itself has no licensing fees.

Absolutely! Mac Mini M4 is one of the most popular platforms for running Clawdbot. Many users run Clawdbot 24/7 on Mac Mini as a dedicated AI assistant server. The M4 chip provides excellent performance for local task execution, and the low power consumption makes it ideal for always-on operation. Our Mac Mini deployment guide covers the complete setup process including headless operation, auto-start configuration, and remote access setup.

Installing Clawdbot is straightforward: 1) Install Node.js version 22 or higher, 2) Clone the repository from GitHub with git clone https://github.com/clawdbot/clawdbot.git, 3) Navigate to the directory and run npm install, 4) Create a .env file with your API keys (ANTHROPIC_API_KEY or OPENAI_API_KEY), 5) Run npm start to launch Clawdbot. We have detailed tutorials for Mac, Windows, Docker, and Raspberry Pi installations.

Clawdbot Skills are modular plugins that extend Clawdbot's capabilities. Each skill adds specific functionality - email management, calendar integration, smart home control, web scraping, code execution, and more. The ClawdHub currently features 565+ community-created skills. You can browse available skills, install them with a simple command, and even create your own custom skills using TypeScript. Skills are the key to making Clawdbot truly personalized to your workflow.

Clawdbot is designed with security in mind, but it's important to understand the risks. Since Clawdbot can execute commands on your system, you should: 1) Run it on a dedicated machine when possible, 2) Configure the allowlist to restrict which commands it can execute, 3) Be careful about prompt injection attacks from untrusted sources, 4) Regularly review and audit the skills you install. The project is open source, so you can inspect all code. For production use, consider running Clawdbot in a Docker container for isolation.

The key difference is that Clawdbot runs locally and can execute actions, while ChatGPT is a cloud-based chat service. Clawdbot can: run shell commands, control browsers, manage files, send messages across platforms, and automate workflows on your device. ChatGPT is limited to conversation and generating text. Clawdbot also features persistent memory across sessions, multi-platform messaging integration, and extensibility through skills. Think of Clawdbot as "Claude with hands" - it doesn't just talk, it acts.

Running Clawdbot costs vary based on usage. The software is free, but API costs depend on your usage patterns. Light users might spend $5-20/month on API calls. Heavy users have reported spending $100-300+/month. To control costs: 1) Set API usage limits, 2) Use caching for repeated queries, 3) Optimize prompts to reduce token usage, 4) Consider using local models for simple tasks. Hardware costs are one-time - a Mac Mini M4 starts at $599, or use your existing computer.

Integrations & Partners

Clawdbot integrates with leading AI providers, messaging platforms, and developer tools.

๐Ÿค– Anthropic Claude
๐Ÿ’ฌ OpenAI
๐Ÿ“ฑ WhatsApp
โœˆ๏ธ Telegram
๐Ÿ’œ Discord
๐Ÿ’ผ Slack
๐Ÿ™ GitHub
๐Ÿณ Docker
โ˜๏ธ AWS
๐ŸŽ Apple