Pain Points with OpenClaw
It’s 2026. Everyone wants to automate their businesses with OpenClaw. When I talk to people who are doing it, I see four pain points while getting started.
1. Security and Privacy
The stories are legion of eager beavers who deleted all their email or overshared their data with OpenClaw. You don’t want to be insecure from the start by flubbing the installation and basic setup. By the way, sending your agent requests to a cloud LLM provider like Anthropic or OpenAI is surrendering your privacy. You’re making a huge step toward your security and privacy just looking at the Mmojo Appliance. You should never install agent software like OpenClaw on your daily driver computer.
2. Cost of Tokens
OpenClaw requires a connection to a large language model (LLM) to work. Most people use their Anthropic or OpenAI account. Most of these accounts are metered, meaning users effectively pay per token. It is typical for users to spend $50 in tokens just getting basic things set up and trying some experiments, then upwards of $100/day having their agents do routine tasks in “production”. That gets expensive.
3. Wrong Hardware
If you could run the LLM locally on machines you own and control, you won’t incur token costs. Developers with high-end hardware did this almost immediately when OpenClaw burst on the scene. Several YouTubers bragged about assembling $40K Mac Studio clusters to run very large LLMs to support OpenClaw. Meanwhile, people like me submitted bug reports and fixes to help make OpenClaw run using smaller models. This would let the LLMs run privately on more modest hardware.
4. Set Up is Technical, You are Not
OpenClaw is based on software called the Pi coding agent. Coding agents are for software developers. You need to be comfortable with the command line, networks, ports, services, and the like to get OpenClaw running. Also, you get to set up an LLM server, like Mmojo Server. You’d like everything to start automatically when you power on your appliance. You’d like an easy way to connect to it and share files with it. I take care of that for you. Take the Mmojo Appliance out of the box, plug in power and Ethernet, start working with it.
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