Ecomail MCP Server for OpenAI Agents SDK 10 tools — connect in under 2 minutes
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Ecomail through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
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="Ecomail Assistant",
instructions=(
"You help users interact with Ecomail. "
"You have access to 10 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Ecomail"
)
print(result.final_output)
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 Ecomail MCP Server
Integrate Ecomail, the powerful marketing automation and email platform, directly into your AI workflow. Manage your email campaigns and templates, track contact lists and individual subscriber profiles, monitor automation results, and oversee your marketing operations using natural language.
The OpenAI Agents SDK auto-discovers all 10 tools from Ecomail through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Ecomail, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
What you can do
- Campaign Oversight — List and retrieve detailed information and performance metrics for all your email marketing campaigns.
- Subscriber Intelligence — Monitor contact address lists, individual profiles, and subscription statuses across your organization.
- Automation Monitoring — Track marketing automation programs and campaign delivery results to ensure effective engagement.
- Marketing Auditing — Retrieve high-level summaries of list volumes, campaign activity, and account limits instantly.
The Ecomail 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 Ecomail to OpenAI Agents SDK via MCP
Follow these steps to integrate the Ecomail 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 Ecomail
Why Use OpenAI Agents SDK with the Ecomail MCP Server
OpenAI Agents SDK provides unique advantages when paired with Ecomail 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
Ecomail + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Ecomail MCP Server delivers measurable value.
Automated workflows: build agents that query Ecomail, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries Ecomail, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Ecomail tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Ecomail to resolve tickets, look up records, and update statuses without human intervention
Ecomail MCP Tools for OpenAI Agents SDK (10)
These 10 tools become available when you connect Ecomail to OpenAI Agents SDK via MCP:
get_campaign_performance_details
Get detailed information and metrics for a specific email campaign
get_ecomail_account_metadata
Retrieve metadata and usage limits for your Ecomail account
get_subscriber_profile
Get full profile and history for a specific subscriber by email
list_address_list_subscribers
List all subscribers within a specific address list
list_email_marketing_campaigns
List all email campaigns
list_email_templates
List all available email message templates
list_latest_marketing_campaigns
Identify the most recently created or sent campaigns
list_marketing_address_lists
List all contact address lists configured in your Ecomail account
quick_marketing_volume_audit
Retrieve a high-level summary of campaign and list activity
search_marketing_subscribers
Search for subscribers using a keyword or email address
Example Prompts for Ecomail in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Ecomail immediately.
"List all my email marketing campaigns."
"Show me the subscribers in list '12345'."
"Which email templates are available for use?"
Troubleshooting Ecomail MCP Server with OpenAI Agents SDK
Common issues when connecting Ecomail to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Ecomail + OpenAI Agents SDK FAQ
Common questions about integrating Ecomail MCP Server with OpenAI Agents SDK.
How does the OpenAI Agents SDK connect to MCP?
MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.Can I use multiple MCP servers in one agent?
MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.Does the SDK support streaming responses?
Connect Ecomail with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
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 Ecomail to OpenAI Agents SDK
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.
