MCP Server for Stability AI image generation on AWS Bedrock
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# mcp-server-bedrock-image [](https://github.com/Yaksh36/mcp-server-bedrock-image/actions/workflows/ci.yml) [](https://www.python.org/downloads/) [](LICENSE) [](https://modelcontextprotocol.io/) An [MCP (Model Context Protocol)](https://modelcontextprotocol.io/) server that gives AI agents the ability to generate, edit, and manipulate images using [Stability AI models on AWS Bedrock](https://docs.aws.amazon.com/bedrock/latest/userguide/model-parameters-stability-diffusion.html). Connect it to Claude Code, Cursor, Windsurf, VS Code, or any MCP-compatible client — then ask your AI to generate images, remove backgrounds, transfer styles, upscale, and more. ## Tools | Tool | What it does | Model | |------|-------------|-------| | `generate_image` | High-quality text-to-image generation | Stable Image Ultra | | `generate_image_core` | Faster, lower-cost generation | Stable Image Core | | `remove_background` | Remove image background | Stability Remove Background v1 | | `style_transfer` | Apply style from a reference image | Stability Style Transfer v1 | | `search_and_recolor` | Recolor specific elements by description | Stability Search & Recolor v1 | | `outpaint` | Extend image in any direction | Stability Outpaint v1 | | `search_and_replace` | Find and replace objects in an image | Stability Search & Replace v1 | | `upscale_fast` | 4x resolution upscale | Stability Fast Upscale v1 | | `upscale_creative` | Creative upscale up to 4K | Stability Creative Upscale v1 | | `compose_branded` | Composition-aware logo overlay | Local (Pillow — no Bedrock call) | ## Quickstart ### Prerequisites - Python 3.12+ - AWS account with [Bedrock access to Stability AI models](https://docs.a…
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