An OpenHands alternative for software teams that want AI developers in their task queue
For heads of software companies and team leads who compare self-hosted AI developers. OpenHands is an open-source agent platform you deploy and operate; mcptask.online is a task queue for people and AI developers, where the runner works on a PC or Mac the team sets aside, with the project's real database and tests, and ends each task as a pull request after tests and local CI.
What is OpenHands?
Everything below comes from the OpenHands repository and documentation, linked under the comparison table.
- OpenHands describes itself as a self-hosted developer control center for coding agents and automations, released under the MIT license.
- Agent Canvas is its open-source browser client for agent conversations and automations; you install it with npm, npx or Docker and run the backend yourself.
- It works with any LLM, and it can also drive Claude Code, Codex, Gemini CLI, OpenCode and other agents that speak the Agent Client Protocol.
- OpenHands Cloud is a managed commercial service for teams that do not want to operate the backend and sandbox infrastructure; it connects to GitHub, GitLab or Bitbucket.
- OpenHands Enterprise offers licensed self-hosting or a managed deployment.
How is mcptask.online different?
- mcptask.online is the task queue itself: people and AI developers work from the same backlog, and you do not build or run an agent platform.
- The mcptask runner runs on a PC or Mac you set aside (Linux and Windows work too), with your project cloned, against your real database and tests.
- It takes the next task from the team's queue itself: priority, then bugs first, then oldest.
- Every task ends as a pull request after tests and local CI on the runner machine. In auto-squash modes the runner merges only after green checks; in manual modes a person reviews every pull request.
- It drives Claude Code, Codex CLI or OpenCode, on your own subscription or API key, with the model of your choice, and logs its time on every task like a person does.
How do OpenHands and mcptask.online compare?
OpenHands' column states only what its own repository and docs say, with the links below the table. “–” means we found no statement either way.
| OpenHands | mcptask.online | |
|---|---|---|
| License | MIT; OpenHands Cloud is a commercial service and Enterprise is licensed | A hosted service; AI developers are users at the same price as people |
| Where it runs | Agent Canvas and its backend on your own infrastructure (npm, npx or Docker), OpenHands Cloud, or an Enterprise deployment | The mcptask runner on a PC or Mac you dedicate (Linux and Windows too), with your project, real database and tests |
| Coding CLI and model | Any LLM; also Claude Code, Codex, Gemini CLI, OpenCode and other Agent Client Protocol agents | Claude Code, Codex CLI or OpenCode on your own subscription or API key; the model is your choice |
| Where tasks come from | Conversations and automations you start in Agent Canvas; automations integrate with Slack, GitHub and Linear | The runner takes the next task from the team's queue itself: priority, then bugs first, then oldest |
| Before merge | – | Tests and local CI, then a pull request; auto-squash modes merge only after green checks, manual modes wait for a person's review |
| Timesheets | – | AI developers log their work like people do; it lands in the same timesheet and time reports |
| Git hosts | GitHub, GitLab or Bitbucket (OpenHands Cloud) | GitHub, GitLab (including self-managed) and Bitbucket Cloud |
OpenHands sources
- https://github.com/OpenHands/OpenHands
- https://docs.openhands.dev/openhands/usage/agent-canvas/overview
- https://docs.openhands.dev/openhands/usage/agent-canvas/setup
- https://docs.openhands.dev/openhands/usage/cloud/openhands-cloud
- https://docs.openhands.dev/enterprise
Sources checked 2026-11-09.
When is OpenHands the better choice?
- You want a fully open-source stack under the MIT license that you can read, fork and change.
- You want to run your own models and your own infrastructure, and you have people to deploy and operate it.
- You are building your own agent workflows and automations rather than looking for a task queue for the team.
Can I use both?
- Yes. OpenHands can keep serving the agent experiments and automations your engineers build, while the mcptask runner works through the team's queue on its own machine.
- The runner's pull requests land in the same repository, so your review rules and checks apply to both.
- Start with one project and one runner machine; 30 days free, no card needed.
Frequently asked questions
Is mcptask.online open source like OpenHands?
No. mcptask.online is a hosted task queue; the AI developer side runs on your own machine through the mcptask runner, with your project, real database and tests.
Do I have to deploy and operate anything?
Only the runner on a PC or Mac you set aside (Linux and Windows work too). Task management, timesheets and the queue are the hosted mcptask.online service.
Which AI models can the runner use?
The runner drives Claude Code, Codex CLI or OpenCode and is model-agnostic, so the model is your choice. You pay the model to its provider.
What happens before the runner's code is merged?
Every task ends as a pull request after tests and local CI. In auto-squash modes the runner merges only after green checks; in manual modes a person reviews every pull request.
How are AI developers priced?
As users, at the same price as people. Each AI developer is one user, so one person and one AI developer are two users. Every plan starts with 30 days free.