# OpenClaw alternative

Updated October 7, 2026.

> A fair comparison of Taskilo and OpenClaw, two approaches to persistent AI agents.

The main difference is the interface. Taskilo uses your Cloud account and keeps daily work in chat; supported self-hosting is coming soon. OpenClaw is open source and self-hosted. Its [getting-started guide](https://docs.openclaw.ai/start/getting-started) describes a CLI installer, onboarding wizard, Gateway process, and config file.

They are not the same product, and Taskilo does not import an OpenClaw setup. This comparison follows [OpenClaw's documentation](https://docs.openclaw.ai/) and this repository. Details change. Those docs are the full source for OpenClaw.

## Setup

Taskilo is in beta for web, desktop and mobile. Supported self-hosting is coming soon. Visit the downloads page for current app availability.

OpenClaw's getting-started guide installs the CLI, then runs a wizard. Quick start is the short path when a Claude Code or Codex login, or an API key, is already on the machine. Custom setup walks through the full flow, and `openclaw onboard --classic` is the step-by-step wizard. Quick start leaves the Gateway in that terminal until you stop it, so you can chat before installing a service. `openclaw gateway install` is the later step that keeps it in the background: a LaunchAgent on macOS, a systemd user unit on Linux, or a Scheduled Task on Windows. You check `openclaw gateway status` (the guide says port 18789) and open `openclaw dashboard`. Messaging from a phone, such as Telegram, is a separate Channels step.

## Day-to-day management

Day to day, you manage Taskilo from the same chat. Schedules, memory, and approval boundaries stay with that bot, on the web, desktop, and mobile apps. Optional connectors can attach Slack, WhatsApp, Telegram, iMessage via Sendblue, and Feishu/Lark. They are not required to use the product.

OpenClaw's docs send later changes through `openclaw configure` and a JSON config file, `~/.openclaw/openclaw.json` unless you override the path. `openclaw doctor` and `openclaw triage` diagnose the install. The Gateway is the process you keep running, in a terminal or as the installed background service, and chat apps are the main way you message the assistant, alongside the Control UI.

## Comparison

| | Taskilo | OpenClaw |
| --- | --- | --- |
| Setup | Taskilo is in beta for web, desktop and mobile. Supported self-hosting is coming soon. Visit the downloads page for current app availability. | CLI install, then Quick start or Custom setup. The Gateway can stay in that terminal for a first chat. `openclaw gateway install` is the background service (LaunchAgent, systemd user unit, or Windows Scheduled Task). Then `openclaw gateway status` and `openclaw dashboard`. A phone channel is a separate step. |
| Day-to-day management | You manage the bot from the same chat on the web, desktop, and mobile apps. Routines are readable Markdown and can run on a schedule. A bot can pause for approval at a boundary you set. | Later changes go through `openclaw configure` and `~/.openclaw/openclaw.json`. `openclaw doctor` and `openclaw triage` diagnose the install. The Gateway stays running in a terminal or as the installed background service. |
| What it is | An open source platform for persistent AI teammates. Bots keep conversations, memory, routines, and history, and can use a browser, shell, and desktop. | A self-hosted gateway that connects chat apps to an AI assistant on your machine. The project describes one Gateway for the channels you already use. |
| License | Taskilo is in beta for web, desktop and mobile. Supported self-hosting is coming soon. Visit the downloads page for current app availability. | MIT. Stewarded by the OpenClaw Foundation, an independent 501(c)(3). |
| Where it runs | Taskilo is in beta for web, desktop and mobile. Supported self-hosting is coming soon. Visit the downloads page for current app availability. | You run the Gateway on your own computer or a server. The docs say there is no hosted service in the middle. Interfaces include a browser Control UI, companion apps, and iOS and Android nodes. |
| How you talk to it | The Taskilo web app, Electron desktop app, and Expo mobile app. Optional connectors can attach Slack, WhatsApp, Telegram, iMessage via Sendblue, and Feishu/Lark. | Chat apps are the primary surface. Documented channels include Discord, Google Chat, iMessage, Matrix, Microsoft Teams, Signal, Slack, Telegram, WhatsApp, Zalo, and others via plugins, plus WebChat. |
| Models | Bring your own keys for OpenAI, Anthropic, Google, OpenRouter, or Vercel AI Gateway. OpenAI-compatible endpoints and a local model server (Ollama, LM Studio, llama.cpp, or MLX) are supported. Each bot can use a different model. | Many providers, including Anthropic, OpenAI, and Google, plus OAuth for some subscriptions such as OpenAI Codex. Self-hosted endpoints include vLLM, SGLang, Ollama, llama.cpp, LM Studio, and other OpenAI-compatible or Anthropic-compatible servers, with failover. |
| Computers and tools | Browser, terminal, files, and a graphical desktop. The default computer is local Docker. Optional remote computers are E2B, Daytona, CreateOS, and Box. An explicit desktop provider can run on the host; it is not the default. | Tools include browser automation and exec. Sandboxing is off by default. When enabled, documented backends include Docker, Podman, SSH, OpenShell, and Crabbox. The Gateway process stays on the host. |
| Routines and memory | Routines are saved as readable Markdown. Memory, schedules, an audit log, and approval boundaries are part of the product. | Sessions, memory, skills, cron, hooks, and plugins. Direct chats can share a main session. Group chats are isolated by default. |
| Integrations | Optional Composio or Pipedream catalogs, plus MCP servers, Treg, and OpenAPI tools you add. | Channel plugins, skills, a plugin SDK, and web search through several providers. |
| More than one agent | Bots can delegate to peer bots or short-lived subagents. | Multi-agent routing with isolated sessions per agent, workspace, or sender. |
| Software cost | See current Taskilo Cloud plans. Supported self-hosting is coming soon. | The docs say there is no paid tier. You pay the models and the machine you run. |

## Key differences

Taskilo is a web, desktop, and mobile app for persistent teammates: a bot has a job, a computer, and routines saved as Markdown. OpenClaw is a Gateway you message from chat apps, with a browser Control UI and mobile nodes.

Taskilo runs bot work on a computer. Local Docker is the default. OpenClaw can sandbox tool execution, and its docs say sandboxing is off by default. The Gateway process stays on the host.

Supported Taskilo self-hosting is coming soon. Use Taskilo Cloud with your account in the meantime.

An open-source release of Taskilo is planned but is not available yet. OpenClaw is MIT.

## Which shape fits

Choose Taskilo for repeated browser and shell work, scheduled operational routines, an audit log, and approval boundaries, shared across the web, desktop, and mobile clients.

Choose OpenClaw when the assistant should live in chat apps you already use, with channel plugins, skills, and a gateway on your machine.

## Sources

- [OpenClaw docs](https://docs.openclaw.ai/)
- [OpenClaw getting started](https://docs.openclaw.ai/start/getting-started)
- [OpenClaw features](https://docs.openclaw.ai/concepts/features)
- [OpenClaw sandboxing](https://docs.openclaw.ai/gateway/sandboxing)
- [OpenClaw source](https://github.com/openclaw/openclaw)
- [Taskilo self-host guide](https://taskilo.ai/self-hosted-ai-agent/)

## FAQ

### Is Taskilo simpler to set up than OpenClaw?

Taskilo is in beta for web, desktop and mobile. Supported self-hosting is coming soon. Visit the downloads page for current app availability.

### Can I chat with OpenClaw before installing a background service?

Yes. Quick start leaves the Gateway in that terminal until you stop it, so you can send a message before `openclaw gateway install`. That command is the later step that keeps the Gateway in the background: a LaunchAgent on macOS, a systemd user unit on Linux, or a Scheduled Task on Windows. Taskilo does not add a gateway service. The Taskilo apps connect to your Taskilo account. Supported self-hosting is coming soon.

### Do I manage OpenClaw from the chat?

You message the assistant from chat apps or the Control UI. The docs send later changes through `openclaw configure` and `~/.openclaw/openclaw.json`. `openclaw doctor` and `openclaw gateway status` are separate commands. Taskilo keeps schedules, memory, and approval boundaries in the same chat, the way Grok Bot does.

### Is Taskilo just chat, like Grok Bot?

After the install, yes. You set up the bot and manage it from that chat on the web, desktop, and mobile apps. OpenClaw is also a conversation, and its docs add a Gateway you keep running and a config file for later changes. The two are not interchangeable. Taskilo does not import an OpenClaw setup.

### Is Taskilo a drop-in replacement for OpenClaw?

No. Taskilo does not import OpenClaw configuration, skills, or channel sessions. It is a separate product. Supported self-hosting is coming soon.

### How do the licenses differ?

Taskilo is in beta for web, desktop and mobile. Supported self-hosting is coming soon. Visit the downloads page for current app availability.

### Do both keep data on my machine?

Yes for the software you run. OpenClaw's documentation says state, memory, and credentials live on your hardware, and that there is no hosted service in the middle. A Taskilo deployment stores its database and bot data on your host. In both cases, prompts go to the model provider you configure, and to any chat service you connect.

### Can I choose my own model with either one?

Yes. Taskilo supports OpenAI, Anthropic, Google, OpenRouter, Vercel AI Gateway, an OpenAI-compatible endpoint, and a local model server, with a choice per bot. OpenClaw documents Anthropic, OpenAI, Google, and other providers, including self-hosted OpenAI-compatible and Anthropic-compatible endpoints, plus failover.

### Does either project charge for the software?

Taskilo is in beta for web, desktop and mobile. Supported self-hosting is coming soon. Visit the downloads page for current app availability.

## Related

- [Home](https://taskilo.ai/)
- [Self-hosted AI agent guide](https://taskilo.ai/self-hosted-ai-agent/)
- [Grok Bot alternative](https://taskilo.ai/grok-bot-alternative/)
- [Meta Muse](https://taskilo.ai/muse-alternative/)
- [OpenAI Dots](https://taskilo.ai/dots-alternative/)
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