Cloutly MCP Server for AutoGen 7 tools — connect in under 2 minutes
Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Cloutly as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.
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Vinkius supports streamable HTTP and SSE.
import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with McpWorkbench(
server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
transport="streamable_http",
) as workbench:
tools = await workbench.list_tools()
agent = AssistantAgent(
name="cloutly_agent",
tools=tools,
system_message=(
"You help users with Cloutly. "
"7 tools available."
),
)
print(f"Agent ready with {len(tools)} tools")
asyncio.run(main())
* 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.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Cloutly tools. Connect 7 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.
The Cloutly MCP Server exposes 7 tools through the Vinkius. Connect it to AutoGen 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 AutoGen via MCP
Follow these steps to integrate the Cloutly MCP Server with AutoGen.
Install AutoGen
Run pip install "autogen-ext[mcp]"
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Integrate into workflow
Use the agent in your AutoGen multi-agent orchestration
Explore tools
The workbench discovers 7 tools from Cloutly automatically
Why Use AutoGen with the Cloutly MCP Server
AutoGen provides unique advantages when paired with Cloutly through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Cloutly tools to solve complex tasks
Role-based architecture lets you assign Cloutly tool access to specific agents. a data analyst queries while a reviewer validates
Human-in-the-loop support: agents can pause for human approval before executing sensitive Cloutly tool calls
Code execution sandbox: AutoGen agents can write and run code that processes Cloutly tool responses in an isolated environment
Cloutly + AutoGen Use Cases
Practical scenarios where AutoGen combined with the Cloutly MCP Server delivers measurable value.
Collaborative analysis: one agent queries Cloutly while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from Cloutly, a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using Cloutly data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process Cloutly responses in a sandboxed execution environment
Cloutly MCP Tools for AutoGen (7)
These 7 tools become available when you connect Cloutly to AutoGen 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 AutoGen
Ready-to-use prompts you can give your AutoGen 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 AutoGen
Common issues when connecting Cloutly to AutoGen through the Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"Cloutly + AutoGen FAQ
Common questions about integrating Cloutly MCP Server with AutoGen.
How does AutoGen connect to MCP servers?
Can different agents have different MCP tool access?
Does AutoGen support human approval for tool calls?
Connect Cloutly 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.
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 AutoGen
Get your token, paste the configuration, and start using 7 tools in under 2 minutes. No API key management needed.