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Glama

Lets AI agents browse the web as short, numbered text instead of screenshots.

perzian.dev/mantis · by Perzian

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

Related MCP server: browsercontrol

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):

Correct

Tokens per task

Tool calls

Time per task

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

Maintenance

ActivityMaintained
ResponsivenessNo issues

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