Flickr MCP Server for Google ADKGive Google ADK instant access to 12 tools to Get Album Photos, Get Group Photos, Get Hot Tags, and more
Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Flickr 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 Flickr app connector for Google ADK is a standout in the Image Video category — giving your AI agent 12 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="flickr_agent",
instruction=(
"You help users interact with Flickr "
"using 12 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 Flickr MCP Server
Connect your Flickr account to any AI agent and take full control of your public photo discovery and image management workflows through natural conversation.
Google ADK natively supports Flickr as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 12 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
- Visual Orchestration — Search across billions of public photos programmatically using keywords and retrieve detailed technical metadata including dimensions and source URLs
- Trend Intelligence — Monitor real-time 'hot' tags and explore photos marked as 'interesting' by Flickr algorithms to keep your content strategies culturally relevant
- User & Album Navigation — List public albums (photosets) and retrieve complete photo directories for specific user IDs to maintain a high-fidelity visual context
- Metadata Retrieval — Access granular details for specific photos, including titles, descriptions, and capture dates directly through your agent
- Community Discovery — Search for public groups and retrieve photos from group pools to identify niche visual communities and content patterns
The Flickr MCP Server exposes 12 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 12 Flickr tools available for Google ADK
When Google ADK connects to Flickr through Vinkius, your AI agent gets direct access to every tool listed below — spanning photo-sharing, image-metadata, visual-search, 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.
Get photos in a specific album
Get photos from a group pool
Get a list of currently hot tags
Get interesting photos from Flickr
Get details of a specific photo
Get recent public photos
List public albums (photosets) for a user
Get information about a Flickr user
Get popular tags for a user
Get public photos of a user
Search for Flickr groups
Search for public photos on Flickr
Connect Flickr to Google ADK via MCP
Follow these steps to wire Flickr 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 Flickr MCP Server
Google ADK provides unique advantages when paired with Flickr 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 Flickr
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 Flickr tools with BigQuery, Vertex AI, and Cloud Functions
Flickr + Google ADK Use Cases
Practical scenarios where Google ADK combined with the Flickr MCP Server delivers measurable value.
Enterprise data agents: ADK agents query Flickr and cross-reference results with internal databases for comprehensive analysis
Multi-modal workflows: combine Flickr tool responses with Gemini's vision and language capabilities in a single agent
Automated compliance checks: schedule ADK agents to query Flickr regularly and flag policy violations or configuration drift
Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Flickr
Example Prompts for Flickr in Google ADK
Ready-to-use prompts you can give your Google ADK agent to start working with Flickr immediately.
"Search for photos of 'Cyberpunk Architecture' on Flickr."
"Show me what tags are trending on Flickr right now."
"List the public albums for user '12345678@N00'."
Troubleshooting Flickr MCP Server with Google ADK
Common issues when connecting Flickr to Google ADK through the Vinkius, and how to resolve them.
McpToolset not found
pip install --upgrade google-adkFlickr + Google ADK FAQ
Common questions about integrating Flickr MCP Server with Google ADK.