How do I get a Moloco API Key?

You can generate an API Key in the Moloco Ads Developer Portal. This key allows the server to authenticate requests on your behalf.

Can I pause a campaign using this server?

Yes! Use the `update_campaign_status` tool and set the status to 'PAUSED'. You can also re-enable it by setting the status to 'ENABLED'.

What kind of analytics reports can I generate?

The `get_analytics_report` tool allows you to retrieve performance metrics for an AdAccount within a specific date range, helping you track spend, impressions, and conversions.

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

Name: Moloco
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 Moloco through 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="Moloco Assistant",
            instructions=(
                "You help users interact with Moloco. "
                "You have access to 10 tools."
            ),
            mcp_servers=[mcp_server],
        )

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

asyncio.run(main())

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Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 Moloco MCP Server

Connect your Moloco Ads account to your AI agent and manage your programmatic advertising campaigns through natural conversation.

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

What you can do

AdAccount Overview — List all advertising accounts and view their high-level status and balances.
Campaign Tracking — Fetch all campaigns for an account, monitor active ones, and update statuses (ENABLED/PAUSED).
AdGroup & Creative Insights — List ad groups and creative asset groups to understand your target segments and visuals.
Performance Reporting — Generate analytics reports for specific time ranges to track ROI and engagement.
Conversion Tracking — View recorded conversion events and monitor attribution tracking links.
Deep Inspection — Retrieve detailed configuration and metadata for specific campaigns.

The Moloco 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 Moloco to OpenAI Agents SDK via MCP

Follow these steps to integrate the Moloco 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 Moloco

Why Use OpenAI Agents SDK with the Moloco MCP Server

OpenAI Agents SDK provides unique advantages when paired with Moloco 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

Moloco + OpenAI Agents SDK Use Cases

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

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

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

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

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

Moloco MCP Tools for OpenAI Agents SDK (10)

These 10 tools become available when you connect Moloco to OpenAI Agents SDK via MCP:

get_account_balance

Check AdAccount balance

get_analytics_report

Get performance analytics report

get_campaign

Get campaign details

list_ad_accounts

List Moloco AdAccounts

list_ad_groups

List ad groups in a campaign

list_campaigns

List campaigns in an AdAccount

list_conversions

List recorded conversion events

list_creative_groups

List creative asset groups

list_tracking_links

List attribution tracking links

update_campaign_status

g., ENABLED, PAUSED). Update campaign status

Example Prompts for Moloco in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Moloco immediately.

"List all active campaigns in my primary AdAccount."

"Pause the campaign with ID cp_98765."

"Check the balance for AdAccount AC-12345."

Troubleshooting Moloco MCP Server with OpenAI Agents SDK

Common issues when connecting Moloco 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.

Moloco + OpenAI Agents SDK FAQ

Common questions about integrating Moloco 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.