Episode Details

Hugging Face's Hub API is completely open, even offering a markdown OpenAPI spec written for AI agents. Yet a developer built HubExplorer, a custom CLI wrapper and Claude plugin, to make model searches replicable. This episode weighs the trade-offs between custom CLI wrappers, reference skills, official CLIs, and MCP servers. While a thin CLI saves context tokens, it pays a steep three-second latency penalty per call—and without credentials to protect, a simple skill pointing to the official hf CLI does the job. Key sources: • Hugging Face, Hub API Endpoints (markdown OpenAPI spec), retrieved 2026-11-14 — https://huggingface.co/.well-known/openapi.md • Hugging Face, Hugging Face MCP Server, retrieved 2026-11-14 — https://huggingface.co/docs/hub/main/en/agents-mcp • Hugging Face MCP Server Settings page, retrieved 2026-11-14 — https://huggingface.co/mcp?login= Episode 6587 — myweirdprompts.com/n/6587 (permanent short link: myweirdprompts.com/133178) Listen on Android: MWP FM Player — myweirdprompts.com/apk