Best MCP servers for image generation

Generating images from an AI agent means giving the model a tool that turns a text prompt into a finished asset, then handing back a URL or file the agent can use downstream. The right server depends on how much breadth and control you need: a single platform that fronts thousands of hosted models, a fast generative gateway tuned for production throughput, or a first-party Stable Diffusion endpoint with editing, upscaling, and outpainting built in. The servers below cover those shapes, so an agent can render, iterate on, and refine images without you leaving your editor or stitching together raw HTTP calls. Each pick is a real MCP server with a verified, current install config.