Cloutly MCP Server for Google ADK 7 tools — connect in under 2 minutes
Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Cloutly as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.
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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="cloutly_agent",
instruction=(
"You help users interact with Cloutly "
"using 7 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 Cloutly MCP Server
Cloutly is an all-in-one review management platform that helps businesses collect, manage, and respond to reviews from multiple sources. It aggregates data from Google, Facebook, Trustpilot, and more into one easy location. Use this MCP server to fetch recent reviews, deploy personalized reputation invitations to customers, and respond programmatically all through a single AI assistant.
Google ADK natively supports Cloutly as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 7 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.
The Cloutly MCP Server exposes 7 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 Cloutly to Google ADK via MCP
Follow these steps to integrate the Cloutly 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 7 tools from Cloutly via MCP
Why Use Google ADK with the Cloutly MCP Server
Google ADK provides unique advantages when paired with Cloutly 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 Cloutly
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 Cloutly tools with BigQuery, Vertex AI, and Cloud Functions
Cloutly + Google ADK Use Cases
Practical scenarios where Google ADK combined with the Cloutly MCP Server delivers measurable value.
Enterprise data agents: ADK agents query Cloutly and cross-reference results with internal databases for comprehensive analysis
Multi-modal workflows: combine Cloutly tool responses with Gemini's vision and language capabilities in a single agent
Automated compliance checks: schedule ADK agents to query Cloutly regularly and flag policy violations or configuration drift
Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Cloutly
Cloutly MCP Tools for Google ADK (7)
These 7 tools become available when you connect Cloutly to Google ADK via MCP:
list_businesses
Retrieve all businesses/locations associated with your Cloutly account
list_campaigns
Retrieve active review campaigns for a specific business
list_pending_reviews
Retrieve reviews that have not been replied to yet
list_reviews
Supports filtering by business and pagination. Retrieve a list of reviews across connected sources
reply_to_review
The reply is posted to the source platform. Post a reply to a review on its original platform
search_reviews_by_author
Search for reviews from a specific customer by name
send_review_invite
Trigger a review request for a customer via Email or SMS
Example Prompts for Cloutly in Google ADK
Ready-to-use prompts you can give your Google ADK agent to start working with Cloutly immediately.
"Show me the latest reviews aggregated targeting our main branch in Cloutly."
"Send a priority review invitation email to John Doe (john.doe@example.com) for business ID 'xxxx'."
"List all outstanding negative reviews that haven't been replied to in Cloutly."
Troubleshooting Cloutly MCP Server with Google ADK
Common issues when connecting Cloutly to Google ADK through the Vinkius, and how to resolve them.
McpToolset not found
pip install --upgrade google-adkCloutly + Google ADK FAQ
Common questions about integrating Cloutly 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 Cloutly with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
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Anthropic's agentic CLI for terminal-first development.
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Google's framework for building production AI agents.
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TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
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 Cloutly to Google ADK
Get your token, paste the configuration, and start using 7 tools in under 2 minutes. No API key management needed.