
Lets AI agents browse the web as short, numbered text instead of screenshots.
Mantis shows the agent what a person would notice on a page, in a few lines, and lets it act by number.
It works with Claude Code, Codex, Cursor or your own agent as an MCP server. Install in two commands.
How it works

What the agent sees

Results
30 real-site tasks, Codex gpt-6-luna as the agent, graded by a blind judge (gpt-6.1-sol):
| Mantis | 14/30 | 190k | 8.7 | 61s |
| Accessibility tree (Playwright MCP) | 11/30 | 435k | 13.3 | 67s |
| Screenshots | 9/30 | 346k | 22.2 | 77s |
Method and caveats: bench/RESULTS.md.
Learn more
License
MIT