Loop MCP Server for Google ADKGive Google ADK instant access to 10 tools to Add Internal Note, Get Feedback Details, Get Me, and more
Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Loop 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 Loop app connector for Google ADK is a standout in the Ecommerce category — giving your AI agent 10 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="loop_agent",
instruction=(
"You help users interact with Loop "
"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 Loop MCP Server
Connect your Loop account to any AI agent and manage returns through natural conversation.
Google ADK natively supports Loop 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
- Return Tracking — Browse return requests with status and reason codes
- Exchange Management — Track product exchanges and new order creation
- Refund History — Monitor refunds with amounts and processing status
- Return Analytics — Access return rates, top reasons, and trend data
- Customer Returns — View return history per customer
The Loop 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.
All 10 Loop tools available for Google ADK
When Google ADK connects to Loop through Vinkius, your AI agent gets direct access to every tool listed below — spanning returns-management, refund-automation, exchange-tracking, 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.
Add an internal note to a feedback item
Get details of a specific feedback item
Get account information
Get overall sentiment analytics
Get details of a developer ticket
List AI-generated developer tickets
List customer feedback items in Loop
) providing feedback. List integrated feedback sources
List recurring feedback themes
List projects in Loop
Connect Loop to Google ADK via MCP
Follow these steps to wire Loop 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 Loop MCP Server
Google ADK provides unique advantages when paired with Loop 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 Loop
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 Loop tools with BigQuery, Vertex AI, and Cloud Functions
Loop + Google ADK Use Cases
Practical scenarios where Google ADK combined with the Loop MCP Server delivers measurable value.
Enterprise data agents: ADK agents query Loop and cross-reference results with internal databases for comprehensive analysis
Multi-modal workflows: combine Loop tool responses with Gemini's vision and language capabilities in a single agent
Automated compliance checks: schedule ADK agents to query Loop regularly and flag policy violations or configuration drift
Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Loop
Example Prompts for Loop in Google ADK
Ready-to-use prompts you can give your Google ADK agent to start working with Loop immediately.
"Show return requests from this week and top return reasons."
"Show return analytics and products with highest return rates."
"Show return history for customer sarah@company.com and pending refunds."
Troubleshooting Loop MCP Server with Google ADK
Common issues when connecting Loop to Google ADK through the Vinkius, and how to resolve them.
McpToolset not found
pip install --upgrade google-adkLoop + Google ADK FAQ
Common questions about integrating Loop MCP Server with Google ADK.