[Updates](/blog/tags/updates/.md)

## [Sharing Files with the Model Context Protocol](/blog/mcp-server-sharing/.md)

We built a tool to upload a file to a bucket and then create a sharable URL. Sounds so easy an AI could do it, but can it? Models struggle to break down multi-step tasks, so we design higher order tools for them.

Katie Schilling · 2025-04-28 ·

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10 min read