Open-source MCP server · bring your own key

The fast MCP server for browser agents.

Browser Bolt uses Jev to choose the next action and Qwen on Cerebras to write when needed. Connect it to your browser-capable MCP host.

Cerebras runs Qwen on wafer-scale inference hardware. Your keys stay with your host.

Looping comparison of six synthetic browser attempts per route. Browser Bolt averaged 1.97 seconds and $0.001239 in API spend; Claude Opus 5 averaged 18.80 seconds and $0.044327. Both panels repeat the same illustrative Google Flights replay; no Opus Flights run was recorded.
Six synthetic attempts per route. Both panels use the same illustrative Google Flights replay, separate from the benchmark. No Opus Flights run was recorded. Methods and results.
9×faster than Claude Opus 5
35×cheaper than Claude Opus 5

Measured across six synthetic browser attempts per route. “Cheaper” compares API spend only. Methods and limits.

One model picks. One writes.

Jev selects an observed browser action. Qwen on Cerebras writes field text when needed. Your MCP host executes the action and checks the result. Cerebras describes its Wafer Scale Engine as hardware built for low-latency inference.

What the numbers measure

Across six attempts on three synthetic tasks, Claude Opus 5 averaged 18.80 seconds and $0.044327 in API spend; Browser Bolt averaged 1.97 seconds and $0.001239. The benchmark used Jev through OpenRouter for decisions and Cerebras Qwen for writing. It did not time the separate Google Flights clip or today's direct Jev route.

Read the methods and all results