Open-source flow framework ships MCP and CLI together from one codebase

OnlyBill3321 · reddit · 2026-10-24

The author spotted a pattern: companies increasingly ship both an MCP and a CLI for their products, since coding agents consume them mid-session with less context bloat.

He built and open-sourced the flow framework (github.com/flow-engineer/flow) to create both from a single codebase instead of maintaining two. Per the repo README, it aims to be "one framework to ship on every chat interface" — WhatsApp, iMessage agents, ChatGPT, Claude Apps, and Muse Connectors. The project is still early (6 stars).

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