Photoroom MCP Server for Google ADKGive Google ADK instant access to 8 tools to Add Ai Background, Add Realistic Shadow, Advanced Image Edit, and more
Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Photoroom as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.
Ask AI about this App Connector for Google ADK
The Photoroom app connector for Google ADK is a standout in the Industry Titans category — giving your AI agent 8 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
from google.adk.agents import Agent
from google.adk.tools.mcp_tool import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import (
StreamableHTTPConnectionParams,
)
# Your Vinkius token. get it at cloud.vinkius.com
mcp_tools = McpToolset(
connection_params=StreamableHTTPConnectionParams(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
)
)
agent = Agent(
model="gemini-2.5-pro",
name="photoroom_agent",
instruction=(
"You help users interact with Photoroom "
"using 8 available tools."
),
tools=[mcp_tools],
)
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Photoroom MCP Server
Connect your Photoroom account to any AI agent and take full control of your visual content production through natural conversation. Photoroom provides a world-class suite of computer vision tools, and this integration allows you to remove backgrounds with pixel-perfect accuracy, generate new AI-driven scenes, and upscale images directly from your chat interface.
Google ADK natively supports Photoroom as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 8 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.
What you can do
- Precision Background Removal — Isolate subjects and remove backgrounds autonomously from any image URL programmatically.
- AI Scene Generation — Create high-fidelity backgrounds using custom text prompts to transform product photography into studio-quality assets.
- Image Detail Enhancement — Upscale low-resolution images and remove unwanted text or watermarks directly from the AI interface to ensure professional quality.
- Advanced Editing Control — Add realistic shadows (soft, hard, or floating) and expand image boundaries using AI uncropping via natural language.
- Operational Monitoring — Track system responses and manage image metadata to ensure your creative workflows are always optimized.
The Photoroom MCP Server exposes 8 tools through the Vinkius. Connect it to Google ADK in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 8 Photoroom tools available for Google ADK
When Google ADK connects to Photoroom through Vinkius, your AI agent gets direct access to every tool listed below — spanning background-removal, computer-vision, image-editing, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.
Replace background with AI-generated scene
Add an AI shadow to the subject
Apply multiple AI edits in one request
Expand image boundaries with AI
Check API credit usage
Remove the background from an image
Remove text overlays from an image
Increase image resolution with AI
Connect Photoroom to Google ADK via MCP
Follow these steps to wire Photoroom into Google ADK. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install Google ADK
pip install google-adkReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenCreate the agent
Explore tools
Why Use Google ADK with the Photoroom MCP Server
Google ADK provides unique advantages when paired with Photoroom through the Model Context Protocol.
Google ADK natively supports MCP tool servers. declare a tool provider and the framework handles discovery, validation, and execution
Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Photoroom
Production-ready features like session management, evaluation, and deployment come built-in. not bolted on
Seamless integration with Google Cloud services means you can combine Photoroom tools with BigQuery, Vertex AI, and Cloud Functions
Photoroom + Google ADK Use Cases
Practical scenarios where Google ADK combined with the Photoroom MCP Server delivers measurable value.
Enterprise data agents: ADK agents query Photoroom and cross-reference results with internal databases for comprehensive analysis
Multi-modal workflows: combine Photoroom tool responses with Gemini's vision and language capabilities in a single agent
Automated compliance checks: schedule ADK agents to query Photoroom regularly and flag policy violations or configuration drift
Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Photoroom
Example Prompts for Photoroom in Google ADK
Ready-to-use prompts you can give your Google ADK agent to start working with Photoroom immediately.
"Remove the background from the product image at https://cdn.shopify.com/s/files/1/0533/2089/files/nike-air-max.jpg and add a soft realistic shadow."
"Upscale this low-resolution campaign banner (https://images.unsplash.com/photo-1542291026-7eec264c27ff) and remove the promotional text overlay."
"Take this coffee mug photo (https://cdn.ikea.com/us/en/images/products/fargklar-mug.jpg), remove the white background, and generate a highly realistic luxury wooden table background."
Troubleshooting Photoroom MCP Server with Google ADK
Common issues when connecting Photoroom to Google ADK through the Vinkius, and how to resolve them.
McpToolset not found
pip install --upgrade google-adkPhotoroom + Google ADK FAQ
Common questions about integrating Photoroom MCP Server with Google ADK.