OpenClaw
“An installed AI agent” — an errand runner that lives on your computer
What is OpenClaw?
OpenClaw is an open-source AI agent you install on your own computer. Message it on Telegram or Slack, and it uses your files, terminal, and browser to carry out the tasks you give it.
- 1It’s open source under the MIT license, so the software itself costs nothing
- 2Message it from your usual chat app to put your PC to work
- 3Installation and security setup are entirely up to the user
What sets it apart
These are the differences we found by running the same material through several tools in our training sessions.
Conversations and credentials stay on your own machine
The official site makes it a design principle to keep state, memory, and credentials on the user’s own hardware. That means you can put AI to work without uploading company files to an external service, so it is worth considering for organizations concerned about data leaving the company.
Work from the chat app you already use
Connect more than 20 chat channels as plugins, including Discord, Slack, Telegram, Teams, Signal, and WhatsApp. Instead of learning a new app, leave instructions in the chat window you already use, and the work gets done even when you are away from your desk.
You can swap out the brain
You are not tied to one company’s model. You can swap hosted models and local models running on your own PC in and out like plugins. Keep the tools and replace only the model, so it is easy to switch as prices change.
⚖️ The weaknesses are clear, too
It is self-hosted, so maintenance is on you too. You need to set up the Node runtime and a model API key yourself, and unless you configure isolation, tools run directly on your own computer. The official security documentation is firm that you should work through its checklist before exposing the gateway externally.
💡 In plain EnglishIt is closer to bringing a new employee into the office. There is no salary, but you have to take care of the desk, the keys, and the access permissions yourself.
If you learn AI only by asking questions in a chat window, repetitive work stays exactly as it was. An installable agent lets you hand off the steps a person used to take without sending your data outside, which makes it a starting point for automation reviews at security-conscious organizations.
Same job, different approach
It’s 10 p.m., and the files you need for tomorrow morning are scattered across folders
The old way
- Turn the laptop back on and open folders one by one
- Scan file names by eye to find the latest version
- Pick only what you need and copy it into one folder
- The list isn’t ready until after midnight
With OpenClaw
- On the commute home, message "Gather only the latest versions from that folder."
- Get the cleanup plan first and review it
- Run the actual copy only after you confirm
- By the time you get home, the list and results are waiting in your chat
Common uses
Organizing and cataloging document folders
It finds old files, duplicates, and files that break your naming rules, and sends you a list. Have it delete anything only after a person has checked.
Briefings at set times
Each morning it scans designated folders or your inbox, summarizes only what needs handling today in a few lines, and sends it to your chat window.
Give instructions while you’re out
Leave your office PC on and send instructions by messenger, and it finds the files and sends you a summary. No need to carry your laptop around.
Who it’s for
Best for
- ✓Managers at organizations that find it hard to upload data to outside services
- ✓People with lots of repetitive file and folder tasks
- ✓People willing to get hands-on with installation and setup
Better served by other tools
- –People who want to use it instantly on the web without installing
- –People uneasy about terminals and configuration files
- –People whose work PCs block program installation
Can we use it at work?
The questions that adoption leads and security teams ask first.
Please note: if you expose the gateway outside your company network, follow the checklist in the official security documentation to verify authentication and isolation settings.
10-minute quick start
- 1
Pick the install method for your operating system in the official docs. Mac and Linux use a one-line command; Windows uses a PowerShell command.
- 2
Follow the setup guide to choose a working folder and register the API key for the AI model you plan to use.
- 3
Connect just one channel first, such as Telegram or Slack, and narrow the allowlist to your own account.
- 4
Start with errands that can be undone. Begin with tasks that delete nothing, such as listing the contents of a folder.
Copy-and-paste prompts
Replace only the [bracketed] parts, then paste it in.
Scan the files in [folder path] by last modified date and send me a table of files untouched for more than 3 months. Don’t delete anything, just give me the list.
Every day at 8 a.m., check [folder or inbox] and summarize in three lines only what I need to reply to or handle today, then send it to this chat window.
Find [items to find] on [site address] and organize them in a table, with the source URL on each row. Leave items you can’t find blank and tell me what was missing.
Show me a plan first for renaming the files in [folder path] to the format 'YYYYMMDD_Client_DocumentType'. Run it only after I reply that I have confirmed.
Read the meeting transcript at [file path] and organize the decisions and action items by owner. If an owner is unclear, mark it as 'Needs confirmation'.
Using it with other tools
Linking two or three tools changes your work more than any single tool does.
The agent gathers, Claude polishes
Collection is automatic; delivery runs through an automation tool
Before you start
- Don’t copy the install command from random websites. First check that the site address is the official one.
- Set a usage limit on your model API key. If automated runs repeat, fees climb with them.
- Exclude irreversible actions such as deleting, sending, and payments from automatic execution.
- Messages that arrive through a chat app are external input, and the official documentation advises against trusting them.
Pricing
For individual use
No subscription and no hosting fee. You only pay separately for model API usage.
Checked 2026-09-21 · Based on what the official site and official docs state. The program is free; the cost of the AI models you connect follows each model provider’s pricing. Prices change without notice — check the official pages before paying. OpenClaw official site ↗ · OpenClaw official docs ↗
Agentic AI — the version that does the work itself
It is not a tool that merely answers in conversation. Its core is that it reads files and runs commands on your computer, working through multiple steps on its own.
OpenClaw Gateway
This is the core program that runs on your own computer. It interprets instructions received by messenger, runs file, terminal, and browser tools, and keeps conversation history and memory on your machine.
- Mac · Linux · WSL2 —
curl -fsSL https://openclaw.ai/install.sh | bash - Windows PowerShell — iwr -useb https://openclaw.ai/install.ps1 | iex
- Install with npm —
npm install -g openclaw@latest --allow-scripts=openclaw
Channel plugins
Connects chat apps such as Discord, Slack, Telegram, Teams, Signal, and WhatsApp to your agent. You leave instructions in the chat you already use and get the results back there.
- After installing the gateway, turn on the channel you want in settings and register its token.
- Narrow the allowlist to your own account.
Installation methods and requirements are based on the official docs. OpenClaw official docs ↗ · OpenClaw security docs ↗
OpenClaw’s limitations
We don’t just list the positives. Here is what fell short when we used it.
- The software is free, but usage fees are separate
Downloading costs nothing, but the model you connect is billed separately each month. Because it runs automatically and repeatedly, you won’t know the total until the month-end invoice, which is the catch.
- Your computer must be on for the work to run
Because it runs on your own machine, closing the laptop or rebooting pauses its work too. To keep it running after hours, you need a separate always-on machine, which is one more thing to set up than you might expect.
- The documentation is in English and changes often
The docs and screens are in English, and as an open-source project it updates quickly. If you follow an install review from a few months ago, the screens and commands will have changed, so you end up rereading the official docs each time.
Tools to compare
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Last updated 22 Sep 2026 · The ratings on this page come from John Kim, CEO of Nanum Consulting, who has used these tools firsthand in training and real work.
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