Python

A pegboard wall of bicycle workshop tools, every wrench and plier hung in rows in full view

How to Build an MCP Server (and Read What It Costs per Turn)

The quickstart gets you a working MCP server in twenty minutes. What it doesn’t say: every tool you define is a paragraph the model reads before every reply, for as long as the server is connected. Build one, then read what it ships.

imgc: A File Processor with Plugin System

Released imgc v0.1.0 - a cross-platform file processor with extensible plugin architecture. Built primarily for automatic image compression but designed to handle any file type through custom plugins.