you might want to check out what we built -> https://inference.sh supports most major open source/weight models from wan 2.2 video, qwen image, flux, most llms, hunyan 3d etc.. works in a containerized way locally by allowing you to bring your own gpu as an engine (fully free) or allows you to rent remote gpu/pool from a common cloud in case you want to run more complex models. for each model we tried to add quantized/ggufs versions to even wan2.2/qwen image/gemma become possible to execute with as little as 8gb vram gpus. mcp support coming soon in our chat interface so it can access other apps from the ecosystem.