💰 LLM Cost Calculator
Compare API costs across Claude, GPT-5.6, and Gemini with current verified per-token pricing. Model your monthly bill.
Open calculator →🖥️ VRAM Calculator
Can your GPU run that open-weights model? Estimate memory needs by parameter count, quantization, and context.
Open calculator →🔌 MCP Server Directory
A curated, no-fluff directory of Model Context Protocol servers — what each connects, who maintains it, how to run it.
Browse directory →🧪 Eval Harness Starter Kit
A minimal, provider-agnostic eval harness you can run today — the "boring reliability layer" every episode tells you to build.
Get the kit →These tools are maintained as part of This Week in AIOps — pricing and directories get re-verified with each week's episode.