Denim MCP Server for AutoGen 10 tools — connect in under 2 minutes
Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Denim 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="denim_agent",
tools=tools,
system_message=(
"You help users with Denim. "
"10 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 Denim MCP Server
Integrate Denim, the specialized marketing automation platform for financial services, directly into your AI workflow. Manage your multi-channel marketing campaigns, track subscriber profiles and segments, and monitor real-time performance analytics using natural language.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Denim tools. Connect 10 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
- Campaign Oversight — List and retrieve detailed settings and performance metrics for all your marketing campaigns.
- Contact Management — Access subscriber profiles, behavioral metadata, and opt-in statuses in your core contact database.
- Automation Monitoring — Track active automated workflows and drip sequences to ensure consistent customer engagement.
- Audience Segments — List and explore configured audience groups based on structural definitions and filtering criteria.
The Denim MCP Server exposes 10 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 Denim to AutoGen via MCP
Follow these steps to integrate the Denim 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 10 tools from Denim automatically
Why Use AutoGen with the Denim MCP Server
AutoGen provides unique advantages when paired with Denim through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Denim tools to solve complex tasks
Role-based architecture lets you assign Denim 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 Denim tool calls
Code execution sandbox: AutoGen agents can write and run code that processes Denim tool responses in an isolated environment
Denim + AutoGen Use Cases
Practical scenarios where AutoGen combined with the Denim MCP Server delivers measurable value.
Collaborative analysis: one agent queries Denim while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from Denim, a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using Denim data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process Denim responses in a sandboxed execution environment
Denim MCP Tools for AutoGen (10)
These 10 tools become available when you connect Denim to AutoGen via MCP:
add_new_contact
Add a new contact to your Denim database
get_account_metadata
Retrieve settings and limits for your Denim account
get_campaign_analytics
Retrieve performance metrics for a specific campaign
get_campaign_details
Get detailed settings for a specific campaign
list_active_automations
List active automated marketing workflows
list_audience_segments
List configured audience segments for targeting
list_crm_contacts
List all contacts and leads in the system
list_email_templates
List all available marketing templates
list_marketing_campaigns
List all marketing campaigns in your Denim account
search_active_campaigns
Search for running campaigns by keyword
Example Prompts for Denim in AutoGen
Ready-to-use prompts you can give your AutoGen agent to start working with Denim immediately.
"List all active marketing campaigns."
"Show me the engagement stats for the 'Summer Savings' campaign."
"Find contact profile for 'user@example.com'."
Troubleshooting Denim MCP Server with AutoGen
Common issues when connecting Denim to AutoGen through the Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"Denim + AutoGen FAQ
Common questions about integrating Denim 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 Denim with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
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GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
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Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
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 Denim to AutoGen
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.