Bring Questionnaire Design
to LangChain
Create your Vinkius account to connect Wenjuanxing / 问卷星 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 Wenjuanxing / 问卷星 MCP Server?
Empower your AI agent to orchestrate your data collection and research with Wenjuanxing (WJX), the premier online survey platform in China. By connecting Wenjuanxing to your agent, you transform complex questionnaire management, response auditing, and data analysis into a natural conversation. Your agent can instantly list your surveys, retrieve detailed structure and metadata, monitor real-time response counts, and even generate high-level analysis reports without you ever needing to navigate the comprehensive web interface. Whether you are conducting market research or auditing employee engagement, your agent acts as a real-time research assistant, keeping your data accurate and your insights moving.
What you can do
- Survey Orchestration — List all questionnaires and retrieve detailed structure and metadata for each.
- Response Monitoring — List and retrieve actual response data to monitor participation and engagement.
- Analytical Reporting — Retrieve high-level summary reports and quantitative statistics for survey results.
- Content Control — Create new survey structures and update the status of existing questionnaires.
- Organization Insights — Browse survey folders and retrieve metadata about your Wenjuanxing account.
How it works
- Subscribe to this server
- Enter your Wenjuanxing App ID and App Key
- Start managing your research and surveys through Claude, Cursor, or any MCP-compatible client
Who is this for?
- Market Researchers — monitor survey progress and audit qualitative data through natural language queries.
- HR Managers — manage employee feedback surveys and monitor response rates directly from your AI-powered workspace.
- Marketing Leads — coordinate customer satisfaction research and retrieve summary statistics via a unified AI interface.
- Wenjuanxing Power Users — integrate your existing research workflows into your AI-driven daily routines.
Built-in capabilities (10)
Create a new questionnaire
Get user account metadata
Get survey summary report
Get survey statistics
Get questionnaire details
List survey groups
List survey responses
List questionnaires
Search questionnaires by keyword
g., publish, pause) of a specific survey. Update survey status
Why LangChain?
LangChain's ecosystem of 500+ components combines seamlessly with Wenjuanxing / 问卷星 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 Wenjuanxing / 问卷星 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 Wenjuanxing / 问卷星 queries for multi-turn workflows
Wenjuanxing / 问卷星 in LangChain
Why run Wenjuanxing / 问卷星 with Vinkius?
The Wenjuanxing / 问卷星 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 Wenjuanxing / 问卷星 using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Wenjuanxing / 问卷星 and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Wenjuanxing / 问卷星 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
Wenjuanxing / 问卷星 for LangChain
Every request between LangChain and Wenjuanxing / 问卷星 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 Wenjuanxing App ID and Key?
Log in to your Wenjuanxing account (Enterprise/Flagship version), go to the Open API Platform (openapi.wjx.cn) or check the 'API/SSO' section in your user settings to find your App ID and Key.
Can I see quantitative statistics for survey questions?
Yes. Use the get_stats tool with your activity ID to retrieve counts and percentages for each answer option in your survey.
Is it possible to search questionnaires by keyword?
Yes! You can use the query_surveys tool to find specific questionnaires in your account based on their title or activity keyword.
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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