Bring No Code
to LangChain
Create your Vinkius account to connect Mingdao Cloud to LangChain and start using all 10 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the 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.
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.
How it works
- Subscribe to this server
- Enter your Mingdao App Key and Sign (App Secret)
- Start managing your enterprise applications through Claude, Cursor, or any MCP-compatible client
Who is this for?
- Enterprise Operations — automate data entry and monitor business workflows through natural language.
- System Integrators — retrieve and audit worksheet records directly from your AI-powered workspace.
- Department Managers — oversee project data and internal requests through a unified AI interface.
- IT Administrators — manage application users and monitor automated workflows without manual technical overhead.
Built-in capabilities (10)
Add a new record to a worksheet
Delete a record from a worksheet
Get application summary
Get row detailed data
Get worksheet field schema
List records in a worksheet
List application users
List application workflows
List all worksheets in the application
Update an existing record
Why LangChain?
LangChain's ecosystem of 500+ components combines seamlessly with Mingdao Cloud through native MCP adapters. Connect 10 tools via Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures. with LangSmith tracing giving full visibility into every tool call, latency, and token cost.
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The largest ecosystem of integrations, chains, and agents. combine Mingdao Cloud MCP tools with 500+ LangChain components
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Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step
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LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging
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Memory and conversation persistence let agents maintain context across Mingdao Cloud queries for multi-turn workflows
Mingdao Cloud in LangChain
Why run Mingdao Cloud with Vinkius?
The Mingdao Cloud connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 10 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.
* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.
Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect Mingdao Cloud using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Mingdao Cloud and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Mingdao Cloud to LangChain through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
Mingdao Cloud for LangChain
Every request between LangChain and Mingdao Cloud is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
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"}].
How does LangChain connect to MCP servers?
Use langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.
Which LangChain agent types work with MCP?
All agent types including ReAct, OpenAI Functions, and custom agents work with MCP tools. The tools appear as standard LangChain tools after the adapter wraps them.
Can I trace MCP tool calls in LangSmith?
Yes. All MCP tool invocations appear as traced steps in LangSmith, showing input parameters, response payloads, latency, and token usage.
MultiServerMCPClient not found
Install: pip install langchain-mcp-adapters
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