ImageKit (Media Optimization & DAM) MCP Server for Google ADK 10 tools — connect in under 2 minutes
Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add ImageKit (Media Optimization & DAM) as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
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="imagekit_media_optimization_dam_agent",
instruction=(
"You help users interact with ImageKit (Media Optimization & DAM) "
"using 10 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 ImageKit (Media Optimization & DAM) MCP Server
Connect your ImageKit account to any AI agent and take full control of your cloud-native media management and real-time image optimization through natural conversation.
Google ADK natively supports ImageKit (Media Optimization & DAM) as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 10 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
- Asset Management — List all uploaded visual assets and retrieve detailed metadata, including EXIF data and AI-generated tags directly from your agent
- Cache Orchestration — Purge precise URLs from the global Edge CDN nodes and monitor invalidation status to ensure fresh content delivery
- Metadata Audit — Extract structural image properties including ISO, focal length, and dimensions to verify file attributes and quality
- Content Patching — Update asset tags and custom metadata fields in bulk or individually to maintain an organized digital asset management (DAM) system
- Cleanup Operations — Irreversibly delete specific files or perform batch removals to optimize your cloud storage and media library
- Custom Schema — Create and list custom metadata fields to extend your project's data structure and map business-specific variables to your assets
The ImageKit (Media Optimization & DAM) MCP Server exposes 10 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.
How to Connect ImageKit (Media Optimization & DAM) to Google ADK via MCP
Follow these steps to integrate the ImageKit (Media Optimization & DAM) MCP Server with Google ADK.
Install Google ADK
Run pip install google-adk
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Create the agent
Save the code above and integrate into your ADK workflow
Explore tools
The agent will discover 10 tools from ImageKit (Media Optimization & DAM) via MCP
Why Use Google ADK with the ImageKit (Media Optimization & DAM) MCP Server
Google ADK provides unique advantages when paired with ImageKit (Media Optimization & DAM) 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 ImageKit (Media Optimization & DAM)
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 ImageKit (Media Optimization & DAM) tools with BigQuery, Vertex AI, and Cloud Functions
ImageKit (Media Optimization & DAM) + Google ADK Use Cases
Practical scenarios where Google ADK combined with the ImageKit (Media Optimization & DAM) MCP Server delivers measurable value.
Enterprise data agents: ADK agents query ImageKit (Media Optimization & DAM) and cross-reference results with internal databases for comprehensive analysis
Multi-modal workflows: combine ImageKit (Media Optimization & DAM) tool responses with Gemini's vision and language capabilities in a single agent
Automated compliance checks: schedule ADK agents to query ImageKit (Media Optimization & DAM) regularly and flag policy violations or configuration drift
Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including ImageKit (Media Optimization & DAM)
ImageKit (Media Optimization & DAM) MCP Tools for Google ADK (10)
These 10 tools become available when you connect ImageKit (Media Optimization & DAM) to Google ADK via MCP:
create_custom_schema
Provision a highly-available JSON Payload generating new Resource boundaries
get_exif_metadata
Retrieve the exact structural matching verifying File properties
get_file_details
Retrieve explicit Cloud logging tracing explicit Payload IDs limitlessly
get_purge_status
Identify precise active arrays spanning native CDN status
list_custom_fields
Perform structural extraction of properties driving active Extensibility
list_media_files
` listing uploaded visual assets cleanly. Identify bounded routing spaces inside the Headless ImageKit Vault
patch_file_details
Mutate global Web CRM boundaries substituting Draft Document schemas
purge_cdn_cache
Enumerate explicitly attached structured rules exporting active clear layers
wipe_batch_assets
Dispatch an automated validation check routing explicit Disk removals
wipe_media_asset
Irreversibly vaporize explicit App nodes dropping live Database bytes
Example Prompts for ImageKit (Media Optimization & DAM) in Google ADK
Ready-to-use prompts you can give your Google ADK agent to start working with ImageKit (Media Optimization & DAM) immediately.
"List the last 10 images uploaded to my ImageKit vault"
"Purge the cache for this URL: https://ik.imagekit.io/myproject/header.jpg"
"Show me the focal length and dimensions for file ID 'file_12345'"
Troubleshooting ImageKit (Media Optimization & DAM) MCP Server with Google ADK
Common issues when connecting ImageKit (Media Optimization & DAM) to Google ADK through the Vinkius, and how to resolve them.
McpToolset not found
pip install --upgrade google-adkImageKit (Media Optimization & DAM) + Google ADK FAQ
Common questions about integrating ImageKit (Media Optimization & DAM) MCP Server with Google ADK.
How does Google ADK connect to MCP servers?
Can ADK agents use multiple MCP servers?
Which Gemini models work best with MCP tools?
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Connect ImageKit (Media Optimization & DAM) to Google ADK
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.