How do I get a Denim API Key?

Log in to your Denim account, navigate to **Settings > API**, and you can generate or retrieve your unique API Key from that section.

Can the agent send new campaigns?

This integration currently focuses on monitoring existing campaigns, segments, and analytics. Creating or launching new campaigns should be handled via the Denim dashboard.

Does the integration show real-time engagement?

Yes, you can use the get_campaign_analytics tool to retrieve the latest reported engagement metrics for any of your active campaigns.

Denim MCP Server for OpenAI Agents SDK 10 tools — connect in under 2 minutes

Name: Denim
Availability: InStock
Author: Vinkius

openai.github.io/openai-agents-python/mcp

Built by Vinkius GDPR 10 Tools SDK

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Denim through the Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails — no manual schema definitions required.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp

async def main():
    # Your Vinkius token — get it at cloud.vinkius.com
    async with MCPServerStreamableHttp(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as mcp_server:

        agent = Agent(
            name="Denim Assistant",
            instructions=(
                "You help users interact with Denim. "
                "You have access to 10 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from Denim"
        )
        print(result.final_output)

asyncio.run(main())

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* 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.

The OpenAI Agents SDK auto-discovers all 10 tools from Denim through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns — chain multiple agents where one queries Denim, another analyzes results, and a third generates reports, all orchestrated through the Vinkius.

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 OpenAI Agents SDK 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 OpenAI Agents SDK via MCP

Follow these steps to integrate the Denim MCP Server with OpenAI Agents SDK.

Install the SDK

Run pip install openai-agents in your Python environment

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com

Run the script

Save the code above and run it: python agent.py

Explore tools

The agent will automatically discover 10 tools from Denim

Why Use OpenAI Agents SDK with the Denim MCP Server

OpenAI Agents SDK provides unique advantages when paired with Denim through the Model Context Protocol.

Native MCP integration via `MCPServerSse` — pass the URL and the SDK auto-discovers all tools with full type safety

Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure

Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate

First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output

Denim + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the Denim MCP Server delivers measurable value.

Automated workflows: build agents that query Denim, process the data, and trigger follow-up actions autonomously

Multi-agent orchestration: create specialist agents — one queries Denim, another analyzes results, a third generates reports

Data enrichment pipelines: stream data through Denim tools and transform it with OpenAI models in a single async loop

Customer support bots: agents query Denim to resolve tickets, look up records, and update statuses without human intervention

Denim MCP Tools for OpenAI Agents SDK (10)

These 10 tools become available when you connect Denim to OpenAI Agents SDK 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 OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK 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 OpenAI Agents SDK

Common issues when connecting Denim to OpenAI Agents SDK through the Vinkius, and how to resolve them.

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

Denim + OpenAI Agents SDK FAQ

Common questions about integrating Denim MCP Server with OpenAI Agents SDK.

How does the OpenAI Agents SDK connect to MCP?

Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.