Tag · 2 posts
mcp
Model Context Protocol work: SDK contributions and starter kits for turning APIs into MCP servers.
- How I Built an MCP Server Starter Kit in a DayEvery MCP server I've built starts with the same scaffolding: HTTP client, Pydantic validation, dual response formats, 70+ tests. So I extracted the pattern into a reusable starter kit that turns any REST API into an MCP server for Claude, Cursor, and other AI assistants.
- Contributing to the MCP Python SDK: Exposing progress_callback in ServerSessionHow I identified a gap in the Model Context Protocol Python SDK, implemented a fix, navigated CI failures, and got a PR ready for review, all in a single day of AI-paired development.