This is a great concept. I fully agree with small, focused and composable design. I've been exploring a similar direction at asterai.io but focusing more on the tool layer than agent layer, with portable WASM components you write once in any language and compose together.

I currently use Claude web with an MCP component for my workflows but axe looks like it could be a nicer and quicker way to work with the tools I have.