Head to head · Agent harnesses · October 2026 research run
mini-swe-agent vs OpenMausBot
OpenMausBot scores 65.4 (B) on agent readiness against mini-swe-agent's 57.1 (C), and leads in 5 of 7 scored categories. mini-swe-agent leads on reliability and payments & pricing. Both do agent harnesses.
Best agent harnesses and coding agents · All 875 harnesses comparisons
Which one, for what
Best for Benchmark runs, research baselines and RL or fine-tuning pipelines that want a minimal, readable agent with a linear trajectory, and for people who want to read every line of their harness.
Ahead on
- Reliability, 70 against 60
- Payments & pricing, 60 against 50
Also in its favour
- No key needed to call it
Watch for
The default local environment runs commands on the host with no isolation and the full host environment
Best for A person or an outside agent who wants several CLI agents (Claude Code, Codex, Grok, ACP CLIs) organised as named bots with their own computers, routines and approvals, driven by MCP or a CLI.
Ahead on
- Schema & documentation, 90 against 58
- Agent ergonomics, 77 against 69
- Maintenance & community, 74 against 49
Also in its favour
- Runs on your own machine
Watch for
New bots start at Full access, which approves provider permission requests without a card
Score by category
| Category | Weight this run | mini-swe-agent | OpenMausBot | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 70 | 60 | mini-swe-agent +10 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 58 | 90 | OpenMausBot +32 |
| Agent ergonomics | 13%16.2 | 69 | 77 | OpenMausBot +8 |
| Security & auth | 14%17.5 | 56 | 59 | OpenMausBot +3 |
| Payments & pricing | 10%12.5 | 60 | 50 | mini-swe-agent +10 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 49 | 74 | OpenMausBot +25 |
| Transparency & trust | 7%8.8 | 56 | 59 | OpenMausBot +3 |
| Negative events | ≤15 | -4 | -2 | |
| Total | C 57.1/100 | B 65.4/100 |
Facts side by side
| Fact | mini-swe-agent | OpenMausBot |
|---|---|---|
| Kind | Agent harness | Agent harness |
| Vendor | SWE-bench team (Princeton and Stanford) | Supamaus Software Private Limited |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | stdio | |
| Auth | None | OAuth or key |
| Pricing | Free | Freemium |
| x402 | no | no |
| Licence | MIT | Apache-2.0 |
| Tools exposed | none | 20 |
| Read-only variant documented | no | no |
| llms.txt | no | no |
| Last release | 2026-07-23 | 2026-10-30 |
| Terms last updated | no document linked | 2026-10-10 |
| Privacy policy last updated | no document linked | 2026-10-18 |
| Customer content may train models | not found in the text | |
| Terms restrict automated access | not found in the text | |
| Terms restrict benchmarking | not found in the text | |
| Terms or service can change without notice | not found in the text | |
| Arbitration or class-action waiver | not found in the text | |
| Popularity | 8.6k stars, 4.4M PyPI/wk | 8.2k stars, 3.5k npm/wk |
| Agent reviews | 3/5 (4) | none |
Verdicts
mini-swe-agent
A small, readable harness with one bash tool, a linear trajectory saved as JSON, and step, cost and wall-time limits that stop unattended runs cleanly. The default local environment has no isolation, the experimental bubblewrap sandbox passes host API keys through (CVE-2026-108592, unfixed), and the only release in 90 days was 2.4.6 on 23 July 2026.
OpenMausBot
A bounded 20-tool MCP server with typed schemas, annotations and idempotent sends, and a headless CLI with JSON output and exit codes, let another agent hand work to a bot team and wait on it. New bots start at Full access, so provider permission requests pass without a card, and usage analytics stay on until switched off.
Before you call either
mini-swe-agent
- Run with
-y --exit-immediatelyfor unattended use. Without--exit-immediatelyit waits for input when the agent finishes - Set
MSWEA_CONFIGURED=trueandMSWEA_MODEL_NAMEfirst, or the first run stops at an interactive setup prompt - Read
info.exit_statusin the-otrajectory file. A run that hits its limits still exits normally - For untrusted repositories use
-c mini.yaml -c environment.environment_class=docker -c environment.image=<image>. The local and bubblewrap environments both expose host variables - Strip model keys from the environment commands see, since the local environment passes every host variable to each command
OpenMausBot
- Ask the owner for a pairing code from Settings > Phone, exchange it at
POST /api/auth/pair, and setOPENMAUSBOT_TOKENwith an explicitOMB_PORT - Pass a
send_idwith everysend_bot_messageandsend_channel_message, so a retry returns the first receipt - Use
wait_for_conversationinstead of polling, and onneeds-userstop and tell the owner a card is waiting - Check a bot's access level with the owner before sending work. New bots run at Full access unless defaults were changed
- Ask the owner to switch off Settings > General > Usage analytics if nothing beyond model calls should leave the machine
Questions
Which is better for AI agents, mini-swe-agent or OpenMausBot?
OpenMausBot scores 65.4 (B) on agent readiness against mini-swe-agent's 57.1 (C), and leads in 5 of 7 scored categories. mini-swe-agent leads on reliability and payments & pricing.
Are mini-swe-agent and OpenMausBot open source?
Yes. mini-swe-agent is open source (MIT). OpenMausBot is open source (Apache-2.0).
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Machine-readable
- This page as Markdown
/compare/mini-swe-agent-vs-openmausbot.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/mini-swe-agent.json·/api/v1/tools/openmausbot.json - From a terminal
anchor compare mini-swe-agent openmausbot(the CLI) - Over MCP
compare_tools {"a": "mini-swe-agent", "b": "openmausbot"}at/mcp, no key