How do I find my Workspace and Model IDs?

You can use the `list_workspaces` and `list_models` tools provided by this server. They will return a list of all accessible environments along with their unique IDs.

Are actions in Anaplan synchronous or asynchronous?

Most data actions (imports, exports, processes) are asynchronous. When you run them, they return a Task ID. You should then use `get_task_status` to monitor the progress until it reaches a 'COMPLETE' state.

Can I trigger an Anaplan process that contains multiple actions?

Yes, use the `run_process` tool. Processes in Anaplan are designed to run a sequence of imports, exports, and other actions in a specific order. You can monitor the entire process using the returned Task ID.

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

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

        result = await Runner.run(
            agent, "List all available tools from Anaplan"
        )
        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 Anaplan MCP Server

Connect your Anaplan account to your AI agent to automate financial planning, supply chain, and sales operations. This MCP server allows you to discover workspaces and models, and trigger complex data integration tasks using natural language.

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

What you can do

Workspace & Model Discovery — List all available workspaces and models to navigate your planning environment.
Execute Data Actions — Trigger and monitor imports, exports, and processes (groups of actions) to move data in and out of Anaplan.
Task Monitoring — Real-time tracking of asynchronous task statuses to ensure your data integrations complete successfully.
File Management — List files within your models to keep track of historical imports and exports.

The Anaplan 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 Anaplan to OpenAI Agents SDK via MCP

Follow these steps to integrate the Anaplan 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 Anaplan

Why Use OpenAI Agents SDK with the Anaplan MCP Server

OpenAI Agents SDK provides unique advantages when paired with Anaplan 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

Anaplan + OpenAI Agents SDK Use Cases

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

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

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

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

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

Anaplan MCP Tools for OpenAI Agents SDK (10)

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

get_task_status

Get status of a running task

list_exports

List export actions for a model

list_files

List files in a model (exports/imports)

list_imports

List import actions for a model

list_models

List Anaplan models. Optionally filter by workspaceId

list_processes

List processes for a model

list_workspaces

List available Anaplan workspaces

run_export

Run an Anaplan export action

run_import

Run an Anaplan import action

run_process

Run an Anaplan process

Example Prompts for Anaplan in OpenAI Agents SDK

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

"List all my Anaplan workspaces and models."

"Run the 'Monthly Actuals' import in the Finance workspace."

"What's the status of the process task 'p_456'?"

Troubleshooting Anaplan MCP Server with OpenAI Agents SDK

Common issues when connecting Anaplan 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.

Anaplan + OpenAI Agents SDK FAQ

Common questions about integrating Anaplan 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.