"""Run generate_image through an in-process MCP client with the real GPU backend.""" from __future__ import annotations import argparse import asyncio import base64 from pathlib import Path from mcp import Client from mcp.types import ImageContent from mcp_sd15.config import load_config from mcp_sd15.model_manager import ModelManager from mcp_sd15.server import create_server from mcp_sd15.service import ImageGenerationService def parse_args() -> argparse.Namespace: parser = argparse.ArgumentParser() parser.add_argument("--config", type=Path, required=True) parser.add_argument("--output", type=Path, required=True) parser.add_argument( "--prompt", default="a small red cube on a white table, studio photograph, detailed", ) parser.add_argument("--negative-prompt", default="blurry, low quality") parser.add_argument("--size", default="square_512") return parser.parse_args() async def run(args: argparse.Namespace) -> None: config = load_config(args.config) backend = ModelManager(config) server = create_server(ImageGenerationService(config, backend)) async with Client(server, raise_exceptions=True) as client: result = await client.call_tool( "generate_image", { "positive_prompt": args.prompt, "negative_prompt": args.negative_prompt, "size": args.size, }, ) if result.is_error or len(result.content) != 1: raise RuntimeError(f"generate_image failed: {result}") content = result.content[0] if not isinstance(content, ImageContent) or content.mime_type != "image/png": raise RuntimeError(f"generate_image returned unexpected content: {content}") args.output.parent.mkdir(parents=True, exist_ok=True) args.output.write_bytes(base64.b64decode(content.data, validate=True)) print(f"generated={args.output.resolve()}") def main() -> None: asyncio.run(run(parse_args())) if __name__ == "__main__": main()