LLM Checker scans your hardware specifications including CPU, GPU, RAM, and VRAM to determine which models from Ollama’s catalog you can run locally. It maintains a SQLite database of 200+ models and 7k+ variants with deterministic scoring across four dimensions: Quality, Speed, Fit, and Context. The tool performs hardware-calibrated memory estimation and includes Claude MCP server integration for AI coding assistant workflows.