"Architecture for automating quality assurance with services" matching MCP connectors:

Generate AI images with multiple models from any compatible MCP client.

32 creative AI tools (18 free) for agents: generate, upscale, mockup, print, watermark.

Media intelligence analysis for audio, video, and images via the Echosaw MCP server.

Create amazing video experiences with the Qencode API, straight from your AI assistant.

Generate marketing images, videos and audios for campaigns, product content, and brand assets.

Convert images to PNG, JPEG, WebP, or AVIF through one public remote MCP tool.

Generate game assets with AI: sprites, 3D models, animations, sound effects, music, and voices.

One tool surface for music, image, video, and audio generation across Suno, Grok Imagine, Seedance, Kling, Hailuo, Wan, VEO, Ideogram, and GPT Image 2. Generate, edit, upscale, reframe, and master through one credit pool. Connect in one click with OAuth, no API key required.

Deepfake detection, media intelligence, and invisible watermarking for audio, image, and video via the Resemble AI API, plus docs tools. Remote MCP server (Streamable HTTP) — also published in the official MCP registry as io.github.resemble-ai/resemble-mcp.

Read PDFs and images as markdown or text, with exact costs and hard spend caps. $0.75/1k pages.

Generate styled PNG/SVG map images of any location with 11 customizable color themes.

Generate images with any major model — one API key, one prepaid balance, one MCP.

An MCP server for generating images from HTML & CSS or screenshots of URLs using htmlcsstoimage.com.

Stylica — Generate images with AI (agent door via Bubblio)

One API for 100+ AI video, image, music and speech models.

Convert, probe, and split video into frames — real FFmpeg, paid per job with x402 on Base.

Generate images with your own ChatGPT subscription (Plus, Pro or Team), without spending API credits

Removes the background from an image by URL, cutting out the foreground person or object with AI and

Animate old family photos into short lifelike videos with AI.

Image processing for AI agents: resize, convert, compress, crop, and web-ready AI-generated images.