How do I find my Mingdao App Key and Sign?

In your Mingdao application, click the [Application Name] in the top navigation, then go to [API Developer Docs] → [Application Authorization]. You will find your App Key and Sign (App Secret) there.

What is a 'Worksheet' in Mingdao Cloud?

A Worksheet is the primary data storage unit in Mingdao Cloud, similar to a database table or a sheet in Airtable. You can manage rows within these worksheets using the provided tools.

How do I format the 'controls' data for adding a row?

The `controls` parameter should be a JSON array of objects, where each object has a `controlId` and a `value`. For example: `[{"controlId": "field_1", "value": "Hello"}]`.

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

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

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

asyncio.run(main())

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

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 Mingdao Cloud MCP Server

Empower your AI agent to orchestrate your enterprise workflows with Mingdao Cloud (HAP), the premier hyper-application platform for modern businesses. By connecting Mingdao Cloud to your agent, you transform complex worksheet management and data orchestration into a natural conversation. Your agent can instantly list your worksheets, retrieve column schemas, manage row data (create, update, delete), and even browse automated workflows without you ever needing to navigate the complex Mingdao interface. Whether you are managing an ERP system, a customized CRM, or internal HR processes, your agent acts as a real-time operations assistant, keeping your data accurate and your business logic moving.

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

What you can do

Application Management — List all accessible worksheets and retrieve detailed information about your enterprise applications.
Data Operations — Manage worksheet rows (records) with full support for creating, listing, and granular updates.
Workflow Visualization — Browse defined workflows to understand your automated business logic.
Schema Auditing — Retrieve worksheet field schemas to understand your data structures and control IDs.
Team Overview — List application users to manage collaboration and assignments effectively.

The Mingdao Cloud 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 Mingdao Cloud to OpenAI Agents SDK via MCP

Follow these steps to integrate the Mingdao Cloud 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 Mingdao Cloud

Why Use OpenAI Agents SDK with the Mingdao Cloud MCP Server

OpenAI Agents SDK provides unique advantages when paired with Mingdao Cloud 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

Mingdao Cloud + OpenAI Agents SDK Use Cases

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

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

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

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

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

Mingdao Cloud MCP Tools for OpenAI Agents SDK (10)

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

add_row

Add a new record to a worksheet

delete_row

Delete a record from a worksheet

get_app_info

Get application summary

get_row_details

Get row detailed data

get_worksheet_schema

Get worksheet field schema

list_rows

List records in a worksheet

list_users

List application users

list_workflows

List application workflows

list_worksheets

List all worksheets in the application

update_row

Update an existing record

Example Prompts for Mingdao Cloud in OpenAI Agents SDK

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

"List all worksheets in my application."

"Show me the last 3 rows from the 'Orders' worksheet."

"What are the automated workflows defined in this application?"

Troubleshooting Mingdao Cloud MCP Server with OpenAI Agents SDK

Common issues when connecting Mingdao Cloud 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.

Mingdao Cloud + OpenAI Agents SDK FAQ

Common questions about integrating Mingdao Cloud 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.