Clustdoc MCP Server for AutoGen 8 tools — connect in under 2 minutes
Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Clustdoc as an MCP tool provider through the Vinkius and every agent in the group can access live data and take action.
ASK AI ABOUT THIS MCP SERVER
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="clustdoc_agent",
tools=tools,
system_message=(
"You help users with Clustdoc. "
"8 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 Clustdoc MCP Server
Connect your Clustdoc account to any AI agent and take full control of your client onboarding and document collection through natural conversation. Streamline how you manage complex applications and workflows natively.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Clustdoc tools. Connect 8 tools through the Vinkius and assign role-based access — a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.
What you can do
- Template Oversight — List and retrieve details for all onboarding workflow templates configured in your account natively
- Dossier Intelligence — Access and monitor individual client applications (dossiers) and their current progress flawlessly
- Application Lifecycle — Launch new onboarding sessions for clients using pre-defined templates securely
- Invitation Logistics — Trigger automated portal invitation emails to clients directly from your chat interface flawlessly
- Team Management — List all teams and members within your Clustdoc account to manage access flawlessly
- integrated Visibility — Retrieve detailed application metadata including status and contact information directly within your workspace
The Clustdoc MCP Server exposes 8 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 Clustdoc to AutoGen via MCP
Follow these steps to integrate the Clustdoc 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 8 tools from Clustdoc automatically
Why Use AutoGen with the Clustdoc MCP Server
AutoGen provides unique advantages when paired with Clustdoc through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Clustdoc tools to solve complex tasks
Role-based architecture lets you assign Clustdoc 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 Clustdoc tool calls
Code execution sandbox: AutoGen agents can write and run code that processes Clustdoc tool responses in an isolated environment
Clustdoc + AutoGen Use Cases
Practical scenarios where AutoGen combined with the Clustdoc MCP Server delivers measurable value.
Collaborative analysis: one agent queries Clustdoc while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from Clustdoc, a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using Clustdoc data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process Clustdoc responses in a sandboxed execution environment
Clustdoc MCP Tools for AutoGen (8)
These 8 tools become available when you connect Clustdoc to AutoGen via MCP:
get_application_status_details
Get detailed status and progress for a specific client dossier
get_my_clustdoc_profile
Retrieve information about the authenticated user
get_workflow_configuration
Get detailed configuration for a specific onboarding template
launch_new_onboarding
Launch a new onboarding application for a client
list_client_dossiers
List all active and completed client applications (dossiers)
list_clustdoc_teams
List all teams and members in the Clustdoc account
list_onboarding_templates
List all onboarding workflow templates
send_onboarding_invitation
Send the portal invitation email to the client for a specific dossier
Example Prompts for Clustdoc in AutoGen
Ready-to-use prompts you can give your AutoGen agent to start working with Clustdoc immediately.
"List all active client dossiers in Clustdoc."
"Launch a new 'Standard Business Onboarding' for john@example.com."
"What is the status of the dossier for 'TechFlow Inc'?"
Troubleshooting Clustdoc MCP Server with AutoGen
Common issues when connecting Clustdoc to AutoGen through the Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"Clustdoc + AutoGen FAQ
Common questions about integrating Clustdoc 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?
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Connect Clustdoc to AutoGen
Get your token, paste the configuration, and start using 8 tools in under 2 minutes. No API key management needed.