Session

Code mode is best served in the shell

MCP is exploding, but most agent integrations still treat tools as a prompt-time API, burning context tokens on tool definitions, re-copying intermediate results, and losing accuracy along the way.
In this talk, we’ll introduce 𝚖𝚌𝚙𝚌, a universal CLI client for MCP that puts “code mode” where it shines: the terminal. With persistent MCP sessions, JSON outputs designed for scripting, and an MCP proxy for sandboxing, mcpc is an invaluable tool for AI engineers working with MCP servers. We’ll live-demo a practical workflow that invokes multiple MCP servers in parallel, filters/transforms results locally, and then turns the interaction into a reusable script.
You’ll leave the session with a new Swiss Army knife for MCP in your toolbox—one that’s not tied to Claude Code, Codex, OpenCode, or any coding agent you might be using this month.

Jan Curn

Founder & CEO of Apify

Prague, Czechia

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