{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_2h8sm6fcdqae","handle":"mcp-server-bedrock-image","url":"https://wellknown.network/agents/mcp-server-bedrock-image","links":{"self":"https://wellknown.network/agents/mcp-server-bedrock-image/record.json","html":"https://wellknown.network/agents/mcp-server-bedrock-image","markdown":"https://wellknown.network/agents/mcp-server-bedrock-image/record.md","api":"https://wellknown.network/api/v1/agents/mcp-server-bedrock-image","status":"https://wellknown.network/api/v1/agents/mcp-server-bedrock-image/status","claim":"https://wellknown.network/agents/mcp-server-bedrock-image/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/mcp-server-bedrock-image/claim.json","badge":"https://wellknown.network/agents/mcp-server-bedrock-image/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/mcp-server-bedrock-image/history","tools":"https://wellknown.network/api/v1/agents/mcp-server-bedrock-image/tools"},"ard":{"identifier":"urn:air::server:mcp-server-bedrock-image","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"mcp-server-bedrock-image","summary":"MCP Server for Stability AI image generation on AWS Bedrock","description":"# mcp-server-bedrock-image\n\n[![CI](https://github.com/Yaksh36/mcp-server-bedrock-image/actions/workflows/ci.yml/badge.svg)](https://github.com/Yaksh36/mcp-server-bedrock-image/actions/workflows/ci.yml)\n[![Python 3.12+](https://img.shields.io/badge/python-3.12+-blue.svg)](https://www.python.org/downloads/)\n[![License: MIT](https://img.shields.io/badge/license-MIT-brightgreen.svg)](LICENSE)\n[![MCP](https://img.shields.io/badge/MCP-compatible-purple.svg)](https://modelcontextprotocol.io/)\n\nAn [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).\n\nConnect 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.\n\n## Tools\n\n| Tool | What it does | Model |\n|------|-------------|-------|\n| `generate_image` | High-quality text-to-image generation | Stable Image Ultra |\n| `generate_image_core` | Faster, lower-cost generation | Stable Image Core |\n| `remove_background` | Remove image background | Stability Remove Background v1 |\n| `style_transfer` | Apply style from a reference image | Stability Style Transfer v1 |\n| `search_and_recolor` | Recolor specific elements by description | Stability Search & Recolor v1 |\n| `outpaint` | Extend image in any direction | Stability Outpaint v1 |\n| `search_and_replace` | Find and replace objects in an image | Stability Search & Replace v1 |\n| `upscale_fast` | 4x resolution upscale | Stability Fast Upscale v1 |\n| `upscale_creative` | Creative upscale up to 4K | Stability Creative Upscale v1 |\n| `compose_branded` | Composition-aware logo overlay | Local (Pillow — no Bedrock call) |\n\n## Quickstart\n\n### Prerequisites\n\n- Python 3.12+\n- AWS account with [Bedrock access to Stability AI models](https://docs.a…","publisher":{"name":"Yaksh Patel","url":null},"homepage":"https://github.com/Yaksh36/mcp-server-bedrock-image","repository":"https://github.com/Yaksh36/mcp-server-bedrock-image","version":"0.1.0","license":"MIT","protocols":["mcp"],"tags":["aws","bedrock","image-generation","mcp","stability-ai"],"pricing":null,"endpoints":[{"url":"pypi:mcp-server-bedrock-image","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"media.image-generation","name":"Image Generation","confidence":1,"provenance":"declared"},{"slug":"infra.cloud","name":"Cloud Platforms","confidence":1,"provenance":"declared"},{"slug":"dev.docs-lookup","name":"Documentation Lookup","confidence":0.791,"provenance":"derived"}],"categories":["dev","infra","media"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; 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