OpenClaw Setup and Guides
Installation, configuration, deployment, and troubleshooting for OpenClaw itself. These are the reference pages: getting an agent running locally or on a server, connecting model providers, wiring MCP servers, managing context and memory, hardening a deployment, and comparing OpenClaw with other agent runtimes. If you are evaluating OpenClaw or you have it running and something is not behaving, start here rather than in the task-specific directories.
The material runs from a first install through to running an agent on behalf of other people, taking in model provider setup, self-hosting, backups, and the configuration that only starts to matter once something is in production. Comparisons with other runtimes stay factual about what each one does rather than declaring a winner, because the right answer usually depends on what you already run and who has to maintain it.
199 guides in this topic.
Start here
All guides
- 7 Practical OpenClaw Use Cases for AI Agent Teams
OpenClaw connects messaging apps, LLMs, and automation skills into a single agent framework that runs on your own hardware. This guide covers seven proven use cases, from daily briefing systems to multi-agent research...
- 9 Best ClawHub Skills for Data Engineering
Data engineering teams turn to ClawHub for OpenClaw skills that handle ETL monitoring, schema changes, and data validation. These skills let agents run autonomous data pipelines, cutting manual checks and debugging...
- Best ClawHub Skills for Copywriters: Top 10 Ranked
The best ClawHub skills for copywriters handle repetitive tasks like web research, competitor analysis, and content storage. These OpenClaw skills run autonomously, using RAG for fact verification and agentic workflows...
- Best ClawHub Skills for Healthcare AI Teams
OpenClaw's medical skills ecosystem has grown fast, with FreedomIntelligence's OpenClaw-Medical-Skills library alone offering 869 curated skills across clinical, genomics, drug discovery, bioinformatics, and medical...
- Best ClawHub Skills for Localization Teams
ClawHub provides essential skills that automate translation workflows and context management for localization teams. Choosing the correct skills helps you maintain brand consistency across regions while reducing manual...
- Best OpenClaw Alternatives for AI Agent Workflows in 2026
OpenClaw's 353k GitHub stars make it the most popular AI agent framework, but security issues in ClawHub and a growing codebase have pushed developers toward alternatives. This guide compares seven options across...
- Best OpenClaw Courses and Training Programs in 2026
Class Central now lists over 30 OpenClaw courses, up from nearly zero a year ago. Most roundups list them without evaluating structure, prerequisites, or what you actually build. This guide compares the top seven by...
- Best OpenClaw MCP Integrations: Top Skills for Claude Code
OpenClaw MCP integrations are skills that wrap Model Context Protocol servers into installable, zero-config packages for Claude Code, giving agents instant access to external tools and services. Instead of manually...
- Best OpenClaw Projects to Build: Beginner to Advanced Ideas for 2026
OpenClaw crossed 250,000 GitHub stars faster than any software project in history, but most developers stall after the initial setup. This guide covers 10 concrete OpenClaw projects organized by difficulty tier, each...
- ClawHub CLI: Complete Command Reference for Skill Management
The ClawHub registry grew from 5,700 skills in February 2026 to over 44,000 by April, but the CLI that manages all of it remains poorly documented outside its own repo. This guide covers every ClawHub CLI command...
- Context Engineering in OpenClaw: Design What Your Agent Sees
Chroma's research on context rot found that GPT-4 accuracy drops from 98.1% to 64.1% based purely on how information is structured, not on how much context is available. OpenClaw gives you direct control over this...
- Hermes Agent vs OpenClaw: Which Open-Source AI Agent Should You Choose
Nous Research Hermes Agent and OpenClaw are the two dominant open-source AI agent frameworks in 2026. They share the same basic premise, a self-hosted agent that connects to your messaging platforms and automates tasks...
- How Open Source Maintainers Use OpenClaw for GitHub Automation
Open source maintainers spend a disproportionate share of their time on issue triage, stale ticket cleanup, and PR review queues rather than writing code. OpenClaw's GitHub MCP integration turns those repetitive tasks...
- How OpenClaw Builds Its System Prompt and How to Customize It
OpenClaw does not use a single static system prompt. It assembles one from scratch for every agent run, pulling in tool definitions, context files, runtime state, and user configuration. A GitHub issue analyzing 49...
- How OpenClaw Tool Calling Works: Tools, Skills, and Plugins
ClawHub listed over 44,000 community-built skills as of April 2026, yet tool call failures remain the most common debugging challenge in OpenClaw deployments. This guide maps the complete tool calling architecture: nine...
- How to Add Mem0 Persistent Memory to OpenClaw
OpenClaw's built-in memory only auto-loads two days of notes at session start and relies on the LLM to decide what gets saved. The Mem0 plugin moves memory control to the system layer, enforcing capture and recall on...
- How to Automate Airtable with OpenClaw
OpenClaw can read, write, and manage Airtable records through natural language commands, replacing manual Zapier and Make workflows with direct API calls from your AI agent. This guide walks through two integration...
- How to Automate CI/CD Pipelines with OpenClaw and GitHub Actions
OpenClaw adds an intelligent automation layer on top of GitHub Actions. Instead of writing brittle if-then rules for every failure mode, you get an agent that monitors pipeline runs, classifies failures by type, reviews...
- How to Automate Database Administration with the Best ClawHub Skills
Database administrators are discovering that the best ClawHub skills for database administrators allow AI agents to safely query, monitor, and tune database schemas. Instead of running routine maintenance manually, you...
- How to Automate DevOps Workflows with OpenClaw
73% of organizations still run CI/CD pipelines without any AI involvement, even as AI tools saturate upstream development work. OpenClaw closes that gap with event-driven automation, community DevOps skills, and a...
- How to Automate Email Workflows with OpenClaw Agents
OpenClaw agents can monitor inboxes, classify messages, extract data from attachments, and route actions through configurable skills. This guide walks through three integration paths (Gmail, AgentMail, Resend), covers...
- How to Automate Grafana Dashboards with an OpenClaw Agent
Grafana Lens is an open-source OpenClaw plugin with 18 composable tools that turn natural language into PromQL queries, automated dashboards, and alert rules across your LGTM stack. Instead of switching between tabs and...
- How to Automate OpenClaw Workflows with Zapier MCP
OpenClaw agents are good at reasoning, but they need a way to act on that reasoning across your existing tools. Zapier MCP bridges that gap by giving OpenClaw scoped access to 8,000+ apps and 30,000+ actions through a...
- How to Automate Stripe Payments with an OpenClaw Agent
SaaS companies lose 0.5 to 1% of monthly recurring revenue to failed payments that customers never intended to trigger. This guide covers how to connect an OpenClaw agent to Stripe using a ClawHub skill or Composio MCP,...
- How to Back Up and Restore OpenClaw Agent Data
OpenClaw stores agent configuration, credentials, conversation history, and workspace files in local directories that disappear if your disk fails or your container gets recycled. This guide walks through the built-in...
- How to Browse and Discover Skills on OpenClaw ClawHub
ClawHub hosts over 13,000 OpenClaw skills, but finding the right one takes more than a keyword search. This guide covers five discovery methods, from CLI commands and vector search to curated community lists, and walks...
- How to Build a Customer Support Chatbot with OpenClaw
OpenClaw turns a local AI agent into a customer support chatbot that monitors WhatsApp, Telegram, Slack, and dozens of other messaging channels. This guide walks through configuring OpenClaw's gateway, writing...
- How to Build a Data Analysis Agent with OpenClaw for CSV and Spreadsheet Automation
OpenClaw's data-analyst skill turns your AI agent into a working data analyst that can query databases, process CSV and Excel files, generate visualizations, and deliver automated reports from a chat message. This guide...
- How to Build a Data Pipeline Agent with OpenClaw
Traditional ETL pipelines break when data sources change schemas, rotate auth tokens, or serve content behind JavaScript. OpenClaw agents handle these problems by combining structured orchestration with LLM-driven...
- How to Build a Google Calendar Scheduling Agent with OpenClaw
OpenClaw's heartbeat system turns a Google Calendar connection into a scheduling agent that checks your day, creates events from chat, and flags conflicts before they happen. This guide covers Google Cloud setup, OAuth...
- How to Build a Human-in-the-Loop Review Workflow in OpenClaw
A human-in-the-loop (HITL) review workflow in OpenClaw lets an agent create an artifact, persist it to durable storage, pause at a checkpoint, and resume only after a human explicitly approves or rejects. This guide...
- How to Build a Personal AI Assistant with OpenClaw
OpenClaw crossed 350,000 GitHub stars in under five months, making it the most-starred software project on the platform, yet most setup guides stop at installation. This guide goes further: configuring SOUL.md for...
- How to Build a Voice Assistant with OpenClaw
OpenClaw treats voice as a first-class I/O channel with support for 14 TTS providers, multiple STT engines, and a voice-call plugin for phone lines. Configuring the full pipeline takes minutes, and the same setup works...
- How to Build a Web Scraping Agent with OpenClaw
OpenClaw's browsing skill turns your AI agent into a web scraper that can navigate pages, handle JavaScript rendering, and extract structured data without writing brittle CSS selectors. This guide walks through setting...
- How to Build a Website with OpenClaw
OpenClaw turns website building into a conversation. Instead of opening an IDE, you describe pages, features, and design changes through Telegram, WhatsApp, or Discord, and the agent handles scaffolding, coding, and...
- How to Build an Image Analysis Agent with OpenClaw Vision Models
OpenClaw separates text and vision processing into independent model pipelines, letting you pair a fast text model with a specialized vision model in the same agent. You'll configure the imageModel setting, select the...
- How to Build an Incident Response Agent with OpenClaw
IBM's 2025 Cost of a Data Breach report found organizations using AI and security automation saved $1.76M per breach compared to those without, and shortened the breach lifecycle by 108 days. Most on-call teams still...
- How to Build an OpenClaw Agent for Sentry Error Tracking
Sentry processes over 790 billion events per month for 130,000 organizations, but most teams still triage errors by hand. An OpenClaw agent can watch your Sentry project, classify incoming issues by severity, pull stack...
- How to Build an OpenClaw Dynamics 365 Agent
Most Dynamics 365 automation guides stop at Copilot Studio or Power Automate. This one covers a different path, connecting an OpenClaw agent to Dynamics 365 CRM through Composio's MCP toolkit so the agent can create...
- How to Build an OpenClaw ERP Automation Agent with Odoo
Automated invoice processing costs $3.24 per invoice compared to $15.97 when done manually, a 79% reduction that compounds across every ERP transaction a business runs. This guide walks through connecting OpenClaw to...
- How to Build an OpenClaw Google Sheets Agent for Automated Reporting
Google Sheets API traffic exceeds 900 million monthly hits, yet most OpenClaw integration guides stop at "read a cell, write a cell." This guide covers the full agent workflow: authenticating via a service account,...
- How to Build an OpenClaw Power BI Dashboard Agent
OpenClaw can automate the repetitive parts of Power BI management, from triggering dataset refreshes to generating plain-language narrative summaries and routing reports to the right people. This guide covers how to set...
- How to Build an OpenClaw Salesforce Agent for CRM Automation
An OpenClaw Salesforce agent connects your self-hosted AI assistant to Salesforce CRM via MCP, enabling SOQL queries, opportunity management, and automated pipeline reporting through natural language commands. This...
- How to Build an OpenClaw SharePoint Document Agent
The OpenClaw SharePoint skill connects agents to enterprise document libraries through the Microsoft Graph API using certificate-based authentication. It supports text extraction from .docx.xlsx.pptx.pdf.txt, and .md...
- How to Build an OpenClaw Social Media Automation Agent
OpenClaw crossed 346,000 GitHub stars before its six-month birthday, yet most social media automation still runs through SaaS dashboards that give you zero control over content logic. This guide walks through building a...
- How to Build Better Cloud Architecture: Best ClawHub Skills
Cloud architects use AI agents to design, provision, and audit distributed systems. The best ClawHub skills give these autonomous agents direct access to cloud APIs, documentation, and storage — turning manual...
- How to Build Custom Agents in OpenClaw
OpenClaw hit 3.2 million monthly active users in April 2026, yet most deployments still run a single default agent handling every task. This guide covers the full multi-agent lifecycle, from creating isolated agents and...
- How to Build Custom MCP Servers for OpenClaw
Custom MCP servers let OpenClaw agents use your internal APIs and data. This guide shows you how to scaffold, build, and connect a Model Context Protocol server. You will learn to expose tools, resources, and prompts...
- How to Build Multi-Agent Workflows in OpenClaw
OpenClaw multi-agent workflows let multiple agents coordinate on tasks like data processing or report generation. Fastio provides the shared workspaces agents need, with file locks for safe concurrent access and...
- How to Build OpenClaw Cloud Workspaces
OpenClaw cloud workspaces give multi-agent teams shared storage with built-in RAG. Agents save files that last, coordinate with file locks, and query the workspace through Ripley. This guide walks developers through...
- How to Build RAG Pipelines with OpenClaw
OpenClaw RAG pipelines index documents into embeddings for semantic retrieval. This helps agents be more accurate with your data. Fastio indexes files using Intelligence Mode. ClawHub provides tool access. This guide...
- How to Choose the Best ClawHub Skills for Full Stack Developers
Finding the right automation tools changes how you build web applications. The best ClawHub skills for full stack developers simplify everything from database management to frontend scaffolding. This guide breaks down...
- How to Configure and Run OpenClaw Subagents
OpenClaw's subagent system lets you spawn isolated background agents that run tasks in parallel and announce results back when they finish. A workflow that takes 45 seconds serially can drop below 20 seconds with...
- How to Configure Network Proxies in OpenClaw
OpenClaw's network proxy routes outbound HTTP and WebSocket traffic from gateway, node, and agent processes through a managed endpoint. This guide walks through the full proxy security model: YAML configuration, the...
- How to Configure OpenClaw Agent Memory Management Patterns
OpenClaw's memory system uses a layered architecture where short-term conversation context, mid-term Markdown files, and long-term vector-indexed memory work together to give agents persistent recall across sessions....
- How to Configure OpenClaw Streaming and Response Chunking
OpenClaw ships two independent streaming layers, block streaming and preview streaming, but the docs drop you into a flat config reference with no map between them. This guide walks through each layer, explains how the...
- How to Configure OpenClaw Thinking Levels for Better Agent Reasoning
OpenClaw ships with eight thinking levels that control how deeply an AI model reasons before responding, but each LLM provider maps these levels to its own API differently. This guide covers all eight levels, the...
- How to Connect OpenClaw to Azure OpenAI
OpenClaw does not support Azure OpenAI natively. GitHub issue
- How to Connect OpenClaw to Datadog for AI Agent Monitoring
Datadog's free LLM Observability tier gives you 40,000 spans per month to trace OpenClaw agent behavior, but most teams stop there and miss the other direction: letting agents query Datadog back. This guide covers both...
- How to Connect OpenClaw to Linear for AI-Powered Issue Management
OpenClaw connects directly to Linear's GraphQL API, giving your AI agent the ability to triage issues, plan cycles, and generate status reports from natural language commands. This guide walks through both the native...
- How to Connect OpenClaw to LM Studio for Local LLM Agents
OpenClaw's default preload behavior conflicts with LM Studio's JIT model loading, causing models to stay permanently resident on memory-constrained machines. This guide walks through the full connection setup, from...
- How to Connect OpenClaw to Monday.com for AI Project Management
The OpenClaw Monday.com integration lets AI agents use Monday.com boards as persistent memory and task queues for autonomous project management. This guide covers two integration paths (Monday.com's native MCP server...
- How to Connect OpenClaw with Trello for Task Automation
OpenClaw can create Trello cards, move tasks between lists, add comments, and manage boards through natural language. This guide covers three integration paths, from the Composio toolkit to a bundled MCP skill, and...
- How to Connect Tavily Search to Your OpenClaw Agent
Tavily is an AI-native search API that returns structured results instead of raw HTML, and it ships as one of nine API-backed search providers in OpenClaw. This guide walks through both integration paths, the native...
- How to Create Branded Shares in OpenClaw
OpenClaw branded shares let agents deliver outputs through branded portals instead of generic links. They combine OpenClaw's skills with Fastio's branded portals for sharing agent outputs. This guide covers setup and...
- How to Deploy OpenClaw on AWS Lambda for Serverless AI Agents
Running OpenClaw on AWS Lambda eliminates the fixed monthly cost of a dedicated server while keeping your AI agent available on demand. This guide walks through three serverless deployment paths on AWS, from Lambda...
- How to Deploy OpenClaw on Coolify for Self-Hosted Agent Infrastructure
Coolify gives you a managed deployment experience for OpenClaw without surrendering control to a cloud vendor. This guide walks through the full setup: connecting your server, deploying OpenClaw from a public repo,...
- How to Deploy OpenClaw on DigitalOcean App Platform
DigitalOcean gives you three ways to run OpenClaw: a 1-Click marketplace Droplet, the managed App Platform for production scaling, or a manual Docker setup on any Droplet. This guide walks through each option with...
- How to Deploy OpenClaw with Ansible
82% of server configuration errors originate from manual setup, and AI agent deployments are no exception. The official OpenClaw Ansible playbook automates production deployment with security-first defaults, covering...
- How to Deploy OpenClaw with Docker: A Production Guide
Deploy OpenClaw with Docker to make sure your AI agents run the same way in every environment, from your laptop to production servers. This guide covers the full setup process, including Docker Compose configuration,...
- How to Download OpenClaw: Every Installation Method Explained
OpenClaw passed 500,000 running instances in early 2026, but choosing the right installation method still trips up newcomers. This guide walks through every option: the one-line installer script, npm global install,...
- How to Extract and Analyze PDFs with OpenClaw Agents
OpenClaw's built-in PDF tool lets agents extract text and analyze documents through native provider APIs or an automatic text-plus-image fallback. It supports up to 10 PDFs per call, page filtering for targeted...
- How to Get JSON Structured Output from OpenClaw
LLM responses fail JSON parsing 8 to 15 percent of the time without schema enforcement. OpenClaw solves this with two built-in methods: the llm-task plugin, which forces JSON-only output with optional JSON Schema...
- How to Get Started with the OpenClaw Python SDK
The OpenClaw Python SDK lets you manage agents, workspaces, and tools from Python code instead of the CLI or chat interface. This guide covers installation, authentication, and building a basic agent with persistent...
- How to Handle Rate Limits and API Throttling in OpenClaw
OpenClaw handles rate limiting at two levels, and most troubleshooting guides only cover one. This guide breaks down both the gateway authentication limiter and provider-level billing backoff, with configuration...
- How to Implement Semantic Search in OpenClaw
OpenClaw semantic search uses vector embeddings for intelligent file retrieval in Fastio workspaces. Combine OpenClaw agents with Fastio Intelligence Mode to auto-index documents and query by meaning, such as \"find...
- How to Import Google Drive Files to OpenClaw
OpenClaw agents pull files from Google Drive into Fastio workspaces. The import handles bulk folders via OAuth and keeps permissions where possible. Files index for RAG queries when Intelligence Mode is enabled. Set it...
- How to Install and Run OpenClaw in WSL2 on Windows
WSL2 gives Windows users a full Linux kernel for running OpenClaw Gateway without dual-booting, but the official docs are compact and skip common pitfalls like filesystem placement and idle termination. This guide walks...
- How to Install OpenClaw on Any Platform
OpenClaw crossed 370,000 GitHub stars and 1.6 million weekly npm downloads by April 2026, yet most third-party install guides cover only one operating system or skip the gateway configuration that makes the agent...
- How to Install OpenClaw on Linux with Systemd and Auto-Start
OpenClaw's installer gets the Gateway running in under a minute, but on a headless Linux server the process dies the moment you close your SSH session. This guide walks through the full production setup: installing Node...
- How to Integrate Dropbox with OpenClaw Workspaces
Connect your Dropbox storage to OpenClaw agent workspaces. AI agents can then read, analyze, and create files in your existing folders. This guide covers setup, security configuration, and file automation.
- How to Integrate MCP Servers with OpenClaw Agents
MCP integration lets OpenClaw agents connect to external tools like file storage servers. Access Fastio's 19 consolidated tools for uploads, workspaces, AI queries, and shares. This how-to guide walks through...
- How to Integrate OpenClaw with HubSpot for CRM Automation
OpenClaw can connect to HubSpot's CRM through two paths: Composio's managed MCP server with automatic OAuth, or a HubSpot Private App token with scoped API permissions. Once connected, your agent reads contacts, updates...
- How to Integrate OpenClaw with Jira for Automated Project Management
OpenClaw connects to Jira's REST API v3 for natural language ticket creation, sprint tracking, and backlog triage. This guide walks through three integration paths, from managed MCP plugins to self-hosted pipelines, and...
- How to Integrate OpenClaw with Shopify for Ecommerce Automation
Researchers found 341 malicious skills in OpenClaw's ClawHub marketplace within weeks of its popularity surge, yet Shopify merchants keep adopting the framework because the automation ROI is hard to ignore. This guide...
- How to Integrate OpenClaw with Supabase for AI Backend Storage
Roughly 15% of new Supabase projects now enable pgvector, reflecting how PostgreSQL is becoming the default memory layer for AI agent backends. This guide compares three ways to connect OpenClaw with Supabase for...
- How to Manage OpenClaw Agents with Studio's Web Dashboard
OpenClaw Studio is a community-built Next.js dashboard that connects to your OpenClaw Gateway over WebSocket, adding fleet management, approval workflows, cron scheduling, and real-time streaming chat to the agent...
- How to Manage the Context Window in OpenClaw
Conversation history accounts for 40 to 50 percent of total token consumption in a typical OpenClaw session, and that cost compounds with every turn. This guide covers exactly what fills the context window, how to...
- How to Migrate from CrewAI to OpenClaw
CrewAI organizes agents into crews that execute tasks through sequential or hierarchical processes, all defined in Python. OpenClaw takes a different approach: you configure agents with Markdown files and run them...
- How to Migrate from LangChain to OpenClaw
LangChain gives you building blocks: chains, tools, memory modules, and callbacks that you wire together in Python. OpenClaw gives you a running agent: a local gateway with built-in memory, a skill registry, and...
- How to Migrate from RPA to OpenClaw AI Agents
Up to 50% of RPA projects fail to deliver expected ROI, largely because maintenance eats 30-50% of the initial investment every year. This guide walks through replacing traditional RPA bots with OpenClaw's...
- How to Read the OpenClaw Changelog and Track Every Update
OpenClaw tagged at least six releases in April 2026 alone, and the pace has not slowed into June. Each version carries plugin API changes, provider updates, and storage schema migrations that affect running agents. This...
- How to Run OpenClaw in VS Code: Three Extension Approaches Compared
The official OpenClaw extension has nearly 5,000 VS Code installs, but it only covers one of three ways to connect OpenClaw to your editor. This guide walks through all three approaches: the official status bar...
- How to Run OpenClaw Parallel Agents Without Wasting Tokens
Multi-agent coordination delivers up to 81% improvement on parallelizable tasks, but it can degrade performance by 70% when the work is actually sequential. OpenClaw's subagent system gives you the concurrency controls...
- How to Secure OpenClaw Against Prompt Injection
Snyk's ToxicSkills study found prompt injection in 36% of ClawHub skills, confirming that external content is the primary attack surface for OpenClaw deployments. This guide walks through the five defense layers...
- How to Secure OpenClaw for Enterprise Environments
Securing OpenClaw takes more than a firewall. Agents in production bring risks like prompt injection and supply chain attacks. This guide explains how to harden OpenClaw, set strict access controls, and meet security...
- How to Set Up a Local Development Workflow for OpenClaw Agents
A solid local development environment helps you build and debug OpenClaw agents before deployment. This guide covers the full setup, from Docker configuration to installing skills via ClawHub, and shows you how to mock...
- How to Set Up an OpenClaw SSH Tunnel for Remote Gateway Access
OpenClaw runs over 500,000 gateway instances across 82 countries, and a large share of those gateways sit on remote servers that operators need to reach from a laptop or desktop. An SSH tunnel forwards the gateway's...
- How to Set Up an RAG Knowledge Base in OpenClaw
Connect your agents to your proprietary data with automated indexing and semantic retrieval. Enable Intelligence Mode on a Fastio workspace to let agents run RAG queries without managing external vector databases or...
- How to Set Up and Use the OpenClaw Browser Relay Extension
The OpenClaw Browser Relay is a lightweight Chrome extension that lets your AI agent interact with browser tabs through a local WebSocket connection using the Chrome DevTools Protocol. This guide covers installation...
- How to Set Up API Keys in OpenClaw
OpenClaw resolves API keys through a four-level environment variable priority chain, checking session overrides first and falling back through multi-key lists, standard keys, and numbered variants. Rate-limit errors...
- How to Set Up ClawHub for OpenClaw
ClawHub is the public skill registry for OpenClaw, with over 13,000 community skills available. This guide walks through installing the CLI, searching for skills, installing and updating them, and getting productive...
- How to Set Up File Storage in OpenClaw Workspaces
OpenClaw agents need files that stick around between sessions in shared workspaces. Developers set up persistent storage on Fastio using the ClawHub skill and MCP server with 19 consolidated tools. This guide walks...
- How to Set Up OpenAI Codex as an OpenClaw Provider
OpenClaw 2026.4.10 shipped Codex as a bundled provider, and 2026.5.2 added the /goal command for autonomous multi-step coding tasks. This guide walks through OAuth authentication, runtime configuration, the Codex use...
- How to Set Up OpenClaw ACP and Bridge Your IDE to AI Agents
OpenClaw's Agent Client Protocol (ACP) lets you spawn and control external coding tools like Claude Code, Cursor, and GitHub Copilot directly from an OpenClaw chat thread. This guide covers the full setup process,...
- How to Set Up OpenClaw Agent Workspaces
OpenClaw agent workspaces give OpenClaw agents persistent file storage and MCP tools. Fastio runs the backend with generous storage, RAG for file searches, and collaboration options. This guide covers the setup steps...
- How to Set Up OpenClaw Data Room for Multi-Agent Teams
OpenClaw data rooms offer storage that lasts for ClawHub agent teams. They work as virtual data rooms (VDRs) so multiple agents can share files safely. Locks and permissions prevent conflicts. Fastio workspaces have MCP...
- How to Set Up OpenClaw for Multiple Users on a Team
OpenClaw assumes a single trusted operator per Gateway, but 65% of its user base sits in enterprise environments where teams need shared access. This guide covers how to use OpenClaw's multi-agent architecture to give...
- How to Set Up OpenClaw Git Integration
OpenClaw Git integration brings GitHub repositories into persistent Fastio agent workspaces. Agents clone repos on their local setup and upload code to cloud storage for edits across sessions. Live editing,...
- How to Set Up OpenClaw Google Workspace Integration for Gmail, Drive, Calendar and Sheets
OpenClaw's Google Workspace plugin connects your AI agent to six Google services through one OAuth authorization. This guide walks through installing the plugin, configuring OAuth credentials, enabling individual...
- How to Set Up OpenClaw MCP Server
Connect OpenClaw to Fastio's hosted MCP server for 19 tools covering files, sharing, and AI. The ClawHub skill handles authentication and tool registration with a single command. This guide covers prerequisites, setup...
- How to Set Up OpenClaw Multi Agent Workspaces
OpenClaw agents share files, context, and tasks in Fastio multi-agent workspaces. Install ClawHub for 14 file tools. Locks handle concurrency, handoffs for human review. Storage and seats come with your plan, while...
- How to Set Up OpenClaw Multi-Agent Workspaces
When multiple OpenClaw agents need to share files and state, you need shared storage — not local disks on each container. This guide explains the options, then walks through setting up a shared workspace with Fastio as...
- How to Set Up OpenClaw OAuth and API Key Authentication
GitGuardian's 2025 report counted 1.2 million AI-service secrets exposed on GitHub, up 81% year over year. OpenClaw addresses this with three authentication paths for Anthropic and other model providers:...
- How to Set Up OpenClaw RAG Storage
Guide to openclaw rag storage: Use Fastio workspaces to index documents for OpenClaw agents. Enable Intelligence Mode for automatic indexing, semantic search, and chat. No external vector DB needed. It works with the...
- How to Set Up OpenClaw Sandbox: Docker, SSH, and OpenShell Isolation
88% of organizations reported confirmed or suspected AI agent security incidents in the past year, and unsandboxed code execution is one of the top attack vectors. OpenClaw's built-in sandboxing isolates tool execution...
- How to Set Up OpenClaw Twilio Integration for Voice and SMS
Production voice agent deployments grew 340% year-over-year across 500+ organizations in 2026, yet most Twilio integration guides still assume you are writing a custom Node.js server from scratch. OpenClaw's voice-call...
- How to Set Up OpenClaw WhatsApp Integration
OpenClaw WhatsApp integration lets AI agents reply on WhatsApp while handling files through MCP skills. OpenClaw (Clawdbot/Moltbot) runs locally, connects to WhatsApp, and uses ClawHub for tools like Fastio storage....
- How to Set Up OpenClaw with AWS Bedrock
Amazon Bedrock handles model inference, IAM authentication, and automatic model discovery for OpenClaw, removing the need to manage API keys or provision GPU instances. This guide walks through two deployment paths, a...
- How to Set Up OpenClaw with Google Gemini Models
OpenClaw's Gemini integration connects your agent to Google's full model family, including Gemini 3.1 Pro for chat, Flash for image generation, Veo 3.1 for video, and Lyria 3 for music synthesis. This guide covers both...
- How to Set Up OpenClaw with Groq for Fast LPU Inference
Groq's LPU hardware delivers the fast inference available for OpenClaw agents, with Llama 3.3 70B running at 275+ tokens per second on standard endpoints and over 1,600 tokens per second with speculative decoding. This...
- How to Set Up OpenClaw with Ollama for Local AI Agents
OpenClaw's Ollama integration lets you run a fully autonomous AI agent powered by local models, with a single command handling installation, security setup, model selection, and gateway launch. This guide walks through...
- How to Set Up OpenClaw with OpenAI GPT Models
OpenClaw supports two authentication paths for OpenAI: direct API key billing and Codex subscription OAuth. This guide covers both setup methods, model routing for GPT-5.5 and the full OpenAI model catalog, context...
- How to Set Up OpenClaw with OpenRouter Multi-Provider Routing
OpenRouter gives OpenClaw agents access to hundreds of AI models through a single API key. Instead of locking every request to one expensive model, you can route complex reasoning to frontier models and simple tasks to...
- How to Set Up Persistent Storage in OpenClaw
OpenClaw agents forget their state between sessions. Persistent storage lets them save memory, files, and data to Fastio cloud workspaces. ClawHub skill adds 14 tools, no setup required. Starts in minutes with file...
- How to Set Up Shared Workspaces in OpenClaw
OpenClaw workspace setup provides agents with persistent, shared storage for collaborative projects. Install the Fastio ClawHub skill using one command, authenticate via browser, and agents can create workspaces with...
- How to Set Up Web Search in OpenClaw
OpenClaw's web_search tool supports 13 different search providers, from API-backed services like Brave and Tavily to free alternatives like DuckDuckGo and SearXNG. Auto-detection checks for API keys in a fixed priority...
- How to Set Up Webhook Notifications in OpenClaw
OpenClaw webhook notifications help agents handle Fastio workspace events right away. They trigger on file uploads, edits, access, agent handoffs, and more. Skip polling. Build reactive workflows instead. This guide...
- How to Stream Video in OpenClaw Workspaces
OpenClaw agents stream videos in Fastio workspaces with HLS adaptive streaming. Large source files upload resumably. Videos play without buffering. Share branded links for human review. This guide covers setup, steps,...
- How to Sync Confluence Knowledge Bases with an OpenClaw Agent
Knowledge workers spend roughly 30% of their workday searching for information, according to IDC research. Much of that time disappears inside Confluence, where keyword-based search forces you to guess the exact...
- How to Track and Manage Token Usage in OpenClaw
Most OpenClaw users discover that the bulk of their token spend comes from context accumulation and background processes, not the prompts they actually type. OpenClaw ships with built-in monitoring commands and tunable...
- How to Transfer Ownership in OpenClaw Workspaces
Ownership transfer in OpenClaw workspaces lets AI agents create Fastio organizations, build file structures, and hand them to human users. Agents organize assets, enable AI features, and generate transfer tokens that...
- How to Update OpenClaw: Commands, Channels, and Troubleshooting
OpenClaw shipped four builds in 48 hours during the week of May 18, 2026, from stable 2026.5.18 to two betas and an alpha on the 2026.5.19 line. At that release cadence, running the update command without understanding...
- How to Use OpenClaw File Sharing for Agentic Teams
OpenClaw file sharing lets agentic teams access files securely in Fastio workspaces via the ClawHub skill. Agents handle uploads, versioning, and searches independently. File locks prevent conflicts. This guide covers...
- How to Use OpenClaw File Versioning
OpenClaw file versioning tracks changes to files in Fastio workspaces. It creates automatic snapshots on edits, shows diffs between versions, and supports rollbacks for multi-agent collaboration. This git-like system...
- How to Use OpenClaw for Education and Teaching
OECD research shows teachers spend roughly half their working hours on non-teaching activities, from grading to parent correspondence to compliance paperwork. OpenClaw agents can take over the most repetitive parts of...
- How to Use OpenClaw for Finance Automation and Reporting
Finance teams spend roughly 70% of their time preparing reports and only 30% analyzing them. OpenClaw, an open-source AI agent framework, automates the preparation work: reconciliation, expense compilation, cash flow...
- How to Use OpenClaw for Healthcare Workflows Safely
75% of US health systems have deployed at least one AI solution, but fewer than 30% run autonomous agents in any clinical workflow. OpenClaw's 869 medical skills make it a strong candidate for research and non-PHI...
- How to Use OpenClaw for Real Estate Automation
The average real estate agent takes over 15 hours to respond to a new lead inquiry, yet 78% of buyers work with the first agent who responds. OpenClaw, an open-source AI agent framework, closes that gap by automating...
- How to Use OpenClaw for Sales Automation and CRM Workflows
Sales reps spend roughly 70% of their work week on tasks that aren't selling. OpenClaw, the open-source AI agent framework, can automate prospecting, outreach, CRM updates, and follow-up sequences for $20-50 per month,...
- How to Use OpenClaw Multi-Agent Locks
OpenClaw multi-agent locks stop race conditions in shared AI workspaces. They use file-level locks that survive agent restarts, letting multiple agents work on files safely. This guide covers setup, usage, and tips.
- How to Use OpenClaw with Playwright for Browser Automation
OpenClaw's Playwright integration turns AI agents into browser operators that can navigate pages, fill forms, extract data, and capture screenshots through a token-efficient CLI. A 2026 benchmark measured Playwright CLI...
- How to Use OpenClaw with tmux for Background Agents and Session Management
AI coding agents terminate when their controlling terminal closes, taking in-flight work with them. OpenClaw has two dedicated tmux skills that decouple agent processes from your terminal, letting you spawn background...
- How to Use OpenClaw's Browser Tool for Web Automation
OpenClaw's browser tool gives AI agents direct control over Chromium browsers through three profile types, each with different security trade-offs. This guide covers managed and remote profiles, headless configuration,...
- How to Use the OpenClaw Mobile App on iOS and Android
OpenClaw's iOS and Android apps turn your phone into a companion node for your self-hosted AI assistant. They connect to your gateway over WebSocket and expose phone hardware like camera, microphone, GPS, and screen...
- MCP Skills: How Agent Skills Extend the Model Context Protocol in OpenClaw
Six major coding tools now implement the SKILL.md format because giving an agent access to MCP tools is not the same as teaching it to use them well. MCP skills encode that procedural knowledge. OpenClaw builds on the...
- Moltbot vs OpenClaw: What Changed and How to Migrate
OpenClaw went from Clawdbot to Moltbot to OpenClaw in three days in January 2026, leaving thousands of users unsure whether their existing setups still work. The core agent platform stayed the same through each rebrand,...
- OpenClaw A2A Protocol: Agent-to-Agent Communication for Multi-Agent Workflows
The A2A protocol hit 150 supporting organizations in its first year, but native OpenClaw support was closed as "not planned" in February 2026. Community plugins already bridge the gap. This guide covers how A2A works,...
- OpenClaw Agent Templates and Starter Kit: A Practical Walkthrough
OpenClaw agent templates are pre-configured workspace files that define an agent's personality, operational rules, and memory structure. Instead of writing SOUL.md and AGENTS.md from scratch, you can start from...
- OpenClaw API Guide: Gateway Endpoints, Auth, and Integration
The OpenClaw Gateway exposes an OpenResponses-compatible HTTP API that gives you programmatic control over agents, sessions, and scheduled tasks. This guide covers the core endpoints, walks through three authentication...
- OpenClaw Architecture Explained: Gateway, Plugins, and Skills
OpenClaw runs a single TypeScript Gateway process that owns every messaging connection, routes sessions, dispatches tools, and loads skills on demand. This guide walks through each architectural layer, from the...
- OpenClaw Automation Recipes: Ready-to-Use Workflow Templates
Users who configure two or more OpenClaw workflows in their first week retain at 78%, nearly double the 41% rate for single-workflow users. The difference comes down to reusable patterns: once you understand how...
- OpenClaw Best Practices for Setup, Security, and Agent Management
Security researchers found over 42,000 OpenClaw Gateway instances exposed on the public internet in early 2026, most running without authentication. This guide covers 12 practices for secure Gateway setup, inbound...
- OpenClaw Certification Programs: Where to Get Certified in 2026
OpenClaw has no official certification program. Every credential available in 2026 comes from third-party platforms, ranging from free 10-day GitHub courses with community badges to $1,999 live cohorts with...
- OpenClaw Cheat Sheet: Quick Reference for Commands and Config
OpenClaw ships over 30 CLI commands, a separate ClawHub package manager with its own 20-plus command set, and a JSON config file with dozens of keys spread across gateway, channel, model, and sandbox sections. This...
- OpenClaw Coding Agent Tutorial: Automate Bug Fixes and PRs
OpenClaw's coding-agent skill delegates development tasks to background AI processes that fix bugs, review PRs, and refactor code without blocking your main agent session. This tutorial walks through enabling the skill,...
- OpenClaw Community Guide: Discord, GitHub, Reddit, and Developer Resources
OpenClaw's 380,000+ GitHub stars make it the most-starred project on the platform, but that popularity has scattered community discussion across Discord, GitHub, Reddit, and ClawHub. This guide maps each channel to its...
- OpenClaw Demo: Try OpenClaw in 5 Minutes
OpenClaw averages 1.6 million weekly npm downloads, but most setup guides assume you have 15 minutes to spare. This walkthrough covers the five commands that take you from zero to a working AI assistant, with your first...
- OpenClaw Desktop App: macOS Menu Bar Companion Guide
Only 23% of developers regularly use AI agents, according to the 2025 Stack Overflow survey, and most of those interact through a terminal. The OpenClaw macOS app changes that dynamic by putting agent controls in the...
- OpenClaw Documentation: Complete Guide to Every Docs Section
OpenClaw's official docs span over 400 pages across more than 30 categories. Most guides jump straight to installation and leave you to find everything else on your own. This guide maps every major docs section by...
- OpenClaw Examples: Practical Configurations, Skills, and Automation Patterns
OpenClaw's ClawHub registry hosts over 44,000 skills, but finding complete, production-ready configurations still means piecing together fragments from scattered sources. This guide organizes working examples from the...
- OpenClaw for Business: Use Cases, Costs, and Deployment That Actually Work
Self-hosted OpenClaw costs 3x to 5x more than the VPS sticker price once you add LLM API bills and maintenance labor, yet most organizations still reach positive ROI within three to six months of their first production...
- OpenClaw for Startups: Automate Operations with AI Agents
OpenClaw gives startup teams an AI agent runtime that automates lead qualification, customer support, content creation, and back-office tasks for $10-80 per month in API costs. This guide covers which workflows to...
- OpenClaw Free Tier: Features, Limits, and Setup
Agents in Fastio workspaces get 50 GB storage and included credits a month on the OpenClaw free tier. It supports 5 workspaces, each with 50 shares. Agents can store chat files, make shares, and query docs using...
- OpenClaw Hooks: Automate Your Agent Gateway with Event-Driven Scripts
OpenClaw hooks are event-driven TypeScript scripts that run automatically when Gateway events fire, from new session commands to message receipt and context compaction. The system exposes 20+ event types across four...
- OpenClaw Hosting: Best Options for Self-Hosted and Managed Deployment
OpenClaw runs on your own infrastructure, which means you need to pick a server. Self-hosted VPS plans start around $4/month, while managed services handle updates and monitoring for $17 to $130/month. This guide...
- OpenClaw Integration Guide: Fastio MCP Tools
This OpenClaw integration guide shows how the ClawHub skill connects OpenClaw to Fastio workspaces. You get 14 of Fastio's 19 consolidated tools for file management, AI document search, branded shares, and ownership...
- OpenClaw JetBrains Plugin: Setup Guide for IntelliJ, PyCharm, WebStorm, and GoLand
Only 22% of developers use AI coding agents daily, yet 66% of companies plan to adopt them this year. JetBrains IDE users are underserved by existing setup guides, which overwhelmingly target VS Code. This walkthrough...
- OpenClaw Latest Version: Release Notes and Changelog
OpenClaw averages a release every two days across three channels. The latest stable build is 2026.5.18, released May 18, 2026, with a typed plugin system, Android Talk Mode, and faster Gateway restarts. Earlier May...
- OpenClaw Memory System: Setup, Configuration, and Best Practices
Context compaction silently rewrites OpenClaw conversations into lossy summaries, and anything not written to a file disappears. OpenClaw's three-tier memory system (MEMORY.md for durable facts, daily notes for session...
- OpenClaw Neovim Plugin: Setup, Lualine Integration, and Terminal Workflow Guide
openclaw.nvim wraps the OpenClaw CLI with gateway control, async status polling, and a Lualine statusline component, all inside Neovim. With over 145,000 stars on the main OpenClaw repo and no built-in editor plugin,...
- OpenClaw Open Source: Licensing, Self-Hosting, and Contributing
OpenClaw surpassed React to become GitHub's most-starred software project in early 2026, reaching 374,000+ stars under an MIT license. This guide covers what that license permits for commercial use, what self-hosting...
- OpenClaw Plugins: How to Find, Install, and Build Extensions
OpenClaw plugins extend the platform with channels, model providers, tools, skills, speech engines, and other runtime capabilities. This guide covers the two plugin formats, five installation sources, the manifest and...
- OpenClaw Pricing: What It Actually Costs to Run in 2026
OpenClaw is MIT-licensed and costs nothing to download. The real bill comes from two things: where you host it and which LLM you connect. This guide breaks down actual monthly costs across four hosting providers, six...
- OpenClaw Production Checklist
Moving OpenClaw from a local experiment to a reliable production service requires more than just `npm start`. This guide provides a battle-tested checklist for securing, scaling, and maintaining autonomous agents in the...
- OpenClaw Review 2026: Honest Assessment for AI Agent Builders
OpenClaw is the most-starred project in GitHub history, but star count alone does not make a tool production-ready. This review covers what OpenClaw actually delivers for AI agent builders: remarkable extensibility...
- OpenClaw vs Aider: Choosing Between an AI Agent Platform and a Terminal Pair Programmer
OpenClaw and Aider both run in your terminal, but they solve different problems. Aider is a pair programmer with deep git integration, automatic commits, and repository-aware context mapping. OpenClaw is a...
- OpenClaw vs ChatGPT: Choosing Between Self-Hosted and Cloud AI
OpenClaw supports 37 model providers and runs on your own hardware. ChatGPT runs on OpenAI's servers and gives you GPT models only. This comparison breaks down hosting, privacy, pricing, model flexibility, and...
- OpenClaw vs Claude Code: Which AI Agent Should You Use?
OpenClaw is a self-hosted general-purpose AI assistant that connects to 50+ messaging platforms and supports multiple LLM providers. Claude Code is Anthropic's terminal-based coding agent with IDE integrations and...
- OpenClaw vs Cline: General AI Agent vs IDE Coding Agent
OpenClaw processes 822 billion tokens per day across messaging, scheduling, and browser automation. Cline handles 97 billion through IDE-native coding sessions. The gap reflects a core architectural split: OpenClaw is a...
- OpenClaw vs Codex CLI: Which AI Agent Should You Use?
OpenClaw and Codex CLI rank among the most active AI agents in 2026, but they solve fundamentally different problems. OpenClaw controls desktop and browser environments through visual perception. Codex CLI reads,...
- OpenClaw vs Cursor: When to Use an AI Agent Platform vs an AI Code Editor
A 10-person team running Cursor Pro pays $200 per month for AI-assisted coding. That same team can run a single OpenClaw instance for under $70 total, covering not just code but ops, data pipelines, and workflow...
- OpenClaw vs Devin: Open-Source Agent vs Autonomous Coder Compared
OpenClaw is a free, open-source AI agent you host yourself for collaborative coding with human-in-the-loop review. Devin is a closed-source autonomous coder that works independently in a cloud sandbox. This guide...
- OpenClaw vs GitHub Copilot: Agent Platform vs Coding Assistant
GitHub transitioned Copilot to usage-based AI Credits on June 1, 2026, turning every subscription into a metered model API. OpenClaw can route agent requests through that same API using three integration modes, no...
- OpenClaw vs Google ADK: Which Agent Framework to Choose in 2026
OpenClaw has 346K GitHub stars and runs autonomous agents on user-owned infrastructure. Google ADK has 18K stars and deploys production agents tightly integrated with Google Cloud. This guide compares their...
- OpenClaw vs LangChain: Choosing the Right Agent Framework for 2026
Choosing between OpenClaw and LangChain comes down to autonomy versus building blocks. LangChain provides broad tools for apps, while OpenClaw focuses on independent local agents for chat. This guide compares how they...
- OpenClaw vs Make: How to Choose Between an AI Agent and a Visual Workflow Builder
OpenClaw is an autonomous AI agent that reasons through tasks and adapts on the fly. Make is a visual workflow builder that executes predefined automations across 1,500+ connected apps. This guide compares their...
- OpenClaw vs Manus: Which AI Agent Platform Fits Your Workflow
OpenClaw crossed 370,000 GitHub stars in under six months while Manus AI hit $100M ARR before its $2B Meta acquisition was blocked by Beijing. Both platforms automate multi-step tasks, but they make opposite bets on...
- OpenClaw vs n8n: Agent AI vs Workflow Automation Compared
OpenClaw is an autonomous AI agent that decides what to do next. n8n is a workflow automation tool that runs the steps you define. This guide compares their architectures, pricing, and best use cases, then walks through...
- OpenClaw vs OpenCode: What Each Tool Actually Does and When to Use It
OpenClaw and OpenCode are the two most-starred open-source AI agent projects on GitHub, and developers keep asking which one to pick. OpenClaw is a persistent gateway for messaging, scheduling, and automation. OpenCode...
- OpenClaw vs Power Automate: When AI Agents Beat Traditional Automation
Gartner projects that 40% of enterprise apps will embed task-specific AI agents by end of 2026, up from under 5% in 2025. For Microsoft-shop teams already invested in Power Automate, the question is not whether AI...
- OpenClaw vs Windsurf: AI Agent vs AI IDE in 2026
Seventy percent of developers now run two to four AI coding tools at once, but most comparisons still frame each option as a binary choice. This guide breaks down the real architectural split between OpenClaw and...
- OpenClaw vs Zapier: How to Choose the Right Automation Tool
OpenClaw is an autonomous AI agent that reasons through complex tasks dynamically. Zapier is a no-code workflow platform that reliably executes predefined trigger-action automations across 7,000+ apps. This guide...
- OpenClaw Wiki: How to Build a Knowledge Vault for Your AI Agent
OpenClaw hit 247,000 GitHub stars by March 2026, yet most users still rely on flat MEMORY.md files for agent recall. The memory-wiki plugin replaces that pattern with a compiled knowledge vault that tracks provenance,...
- Paperclip vs OpenClaw: A Practical Comparison for AI Agent Teams
Paperclip and OpenClaw solve different problems in the AI agent stack. Paperclip orchestrates multi-agent teams with org charts, budgets, and audit trails. OpenClaw runs a single persistent agent with memory, skills,...
- Top 10 Best ClawHub Skills for AI Agent Developers
Building effective autonomous systems requires the right toolchain. ClawHub serves as the central skill dock for OpenClaw agents, providing a growing ecosystem of specialized capabilities. The best ClawHub skills for AI...
- Top ClawHub Skills Every AI Researcher Needs
ClawHub skills connect AI researchers to web search, file storage, browser automation, and documentation tools via OpenClaw's MCP protocol. Studies show researchers read around 250 papers each year. These skills help...
- Top ClawHub Skills for Developers
ClawHub is the central registry for OpenClaw skills — a community marketplace where developers discover and share capabilities for AI agents. This guide covers the top ClawHub skills worth installing, including...
- Top ClawHub Skills for Developers
This guide targets the keyword "top clawhub skills for developers" with February 2026 data. It combines fastio-pseo keyword metrics with a live ClawHub registry snapshot to prioritize practical OpenClaw skills.