GPTSwarm AI Agent
by metauto-ai🐝 The First Self-Improving agents with RL / Prompting Optimization
GPTSwarm is an open-source ai agent by metauto-ai, written mainly in Python, with 1,064 GitHub stars and the MIT license. Its code was last updated Feb 5, 2026.
Scan summary: scanned Nov 5, 2026 at commit c23a827. Seen able to run shell commands. Scan policy
What GPTSwarm can touch
- Seen in this scan, either in the code or while it ran.Run shell commandsFound in the code by our scan
- Our checks did not find this. The tool may still do it.Run dynamic codeNot seen in this scan
- Our checks did not find this. The tool may still do it.Read or write filesNot seen in this scan
- Our checks did not find this. The tool may still do it.Read environment and secretsNot seen in this scan
- Our checks did not find this. The tool may still do it.Control a web browserNot seen in this scan
- Our checks did not find this. The tool may still do it.Connect to databasesNot seen in this scan
- Our checks did not find this. The tool may still do it.Read or send messagesNot seen in this scan
- Our checks did not find this. The tool may still do it.Touch money or tradingNot seen in this scan
- Our checks did not find this. The tool may still do it.Connect to the internetNot run in this scan
"Not seen" means our checks did not find it, and the tool may still do it. Covers commit c23a827, Nov 5, 2026. See the scan policy.
Before you install GPTSwarm
AgenticMart scanned GPTSwarm on Nov 5, 2026 with automated checks for hidden code, known-malicious packages, leaked secrets and vulnerable dependencies. The result covers one commit under our scan policy, so review what access you give it and check any advisories shown here.
What it can access
- An AI agent decides its own next steps and calls whatever tools you give it, so its risk depends on the access you grant.
Before you install
- Pin the version you reviewed instead of always installing the latest release.
- Read the tool list or scripts before the first run, and keep approval prompts on for actions that write, send or delete.
- Maintained by metauto-ai on GitHub, 1,064 stars and 108 forks. Popularity is not proof of safety.
- Last code change: Feb 5, 2026.
- Open-source license: MIT.
GPTSwarm is an open-source ai agent by metauto-ai, written mainly in Python. 🐝 The First Self-Improving agents with RL / Prompting Optimization
At a glance
- Stars
- 1.1k
- Forks
- 108
- Language
- Python
- License
- MIT
- Created
- Feb 2024
- Last update
- Feb 5, 2026
- Type
- AI Agent
- Price
- Free
Topics
Questions about GPTSwarm
What is GPTSwarm?
🐝 The First Self-Improving agents with RL / Prompting Optimization
Who maintains GPTSwarm?
GPTSwarm is maintained by metauto-ai on GitHub (metauto-ai/GPTSwarm). AgenticMart lists it from public repository data.
Is GPTSwarm safe to use?
AgenticMart scanned GPTSwarm on Nov 5, 2026 with automated checks for hidden code, known-malicious packages, leaked secrets and vulnerable dependencies. The result covers one commit under our scan policy, so review what access you give it and check any advisories shown here.
What license does GPTSwarm use?
It is published under the MIT license.
GPTSwarm alternatives
View more →Similar ai agents in Learning Resources, ranked by GitHub stars. Compare licence, recent activity and scan status before you choose.
| Name | Stars | Licence | Last updated | Scan |
|---|---|---|---|---|
| GPTSwarm (this page) metauto-ai | 1.1k | MIT | Feb 5, 2026 | Scanned, no flagged issues |
| Prompt Engineering Guide dair-ai | 80k | MIT | Mar 11, 2026 | Scanned, no flagged issues |
| Learn Claude Code shareAI-lab | 80k | MIT | Oct 27, 2026 | Scanned, no flagged issues |
| AI Engineering From Scratch rohitg00 | 76k | MIT | Oct 29, 2026 | Scanned, no flagged issues |
| Front End Checklist thedaviddias | 75k | MIT | Oct 31, 2026 | Scanned, no flagged issues |
| System Prompts Leaks asgeirtj | 71k | CC0-1.0 | Nov 1, 2026 | Scanned, no flagged issues |