Doofinder 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 Doofinder 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="doofinder_agent",
instruction=(
"You help users interact with Doofinder "
"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 Doofinder MCP Server
Connect your Doofinder account to any AI agent and take full control of your e-commerce search and discovery workflows through natural conversation.
Google ADK natively supports Doofinder 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
- AI-Powered Keyword Search — Identify bounded routing spaces inside the headless Doofinder platform and extract explicitly attached REST arrays targeting specific search queries
- Advanced Filtering — Perform structural extraction of properties driving active Account logic by applying facet filters like brand, color, or price range
- Predictive Suggestions — Enumerate explicitly attached structured rules to extract fast predictive nodes directly tracking search limits for partial queries
- Smart Sorting — Provision highly-available JSON payloads to generate hard customer bindings with custom sort directions like 'price:asc' or 'relevance:desc'
- Search Engine Oversight — Command automated validation checks routing explicit gateway history to dump all isolated tenant indexes mapping explicit hash strings
- Index & Item Auditing — Inspect deep internal arrays to sync un-cached raw catalog limits and verify the exact data structures defining your product graph
- Performance Analytics — Identify precise active arrays spanning native hold parsing to capture exact CTR, click limits, and query velocity numbers
The Doofinder 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 Doofinder to Google ADK via MCP
Follow these steps to integrate the Doofinder 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 Doofinder via MCP
Why Use Google ADK with the Doofinder MCP Server
Google ADK provides unique advantages when paired with Doofinder 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 Doofinder
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 Doofinder tools with BigQuery, Vertex AI, and Cloud Functions
Doofinder + Google ADK Use Cases
Practical scenarios where Google ADK combined with the Doofinder MCP Server delivers measurable value.
Enterprise data agents: ADK agents query Doofinder and cross-reference results with internal databases for comprehensive analysis
Multi-modal workflows: combine Doofinder tool responses with Gemini's vision and language capabilities in a single agent
Automated compliance checks: schedule ADK agents to query Doofinder regularly and flag policy violations or configuration drift
Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Doofinder
Doofinder MCP Tools for Google ADK (10)
These 10 tools become available when you connect Doofinder to Google ADK via MCP:
get_indices
Identify precise active arrays spanning native Gateway auth
get_items
Inspect deep internal arrays mitigating specific Plan Math
get_search_engines
Dispatch an automated validation check routing explicit Gateway history
get_stats
Identify precise active arrays spanning native Hold parsing
search_custom
Irreversibly vaporize explicit validations extracting rich Churn flags
search_filtered
]` bounding exactly custom limits cutting off unrelated SKU branches. Perform structural extraction of properties driving active Account logic
search_keyword
Identify bounded CRM records inside the Headless Doofinder Platform
search_pagination
Retrieve explicit Cloud logging tracing explicit Vault limits
search_sorted
Provision a highly-available JSON Payload generating hard Customer bindings
suggest
Enumerate explicitly attached structured rules exporting active Billing
Example Prompts for Doofinder in Google ADK
Ready-to-use prompts you can give your Google ADK agent to start working with Doofinder immediately.
"Search for 'summer shoes' in Doofinder"
"Show me the search stats for the last 7 days"
"Get suggestions for partial query 'iph'"
Troubleshooting Doofinder MCP Server with Google ADK
Common issues when connecting Doofinder to Google ADK through the Vinkius, and how to resolve them.
McpToolset not found
pip install --upgrade google-adkDoofinder + Google ADK FAQ
Common questions about integrating Doofinder 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?
Connect Doofinder with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
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Google's framework for building production AI agents.
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TypeScript toolkit for building AI-powered web applications.
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Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Doofinder to Google ADK
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.