Bring Questionnaire Design
to Pydantic AI
Create your Vinkius account to connect Wenjuanxing / 问卷星 to Pydantic AI 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 Pydantic AI?
Pydantic AI validates every Wenjuanxing / 问卷星 tool response against typed schemas, catching data inconsistencies at build time. Connect 10 tools through Vinkius and switch between OpenAI, Anthropic, or Gemini without changing your integration code. full type safety, structured output guarantees, and dependency injection for testable agents.
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Full type safety: every MCP tool response is validated against Pydantic models, catching data inconsistencies before they reach your application
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Model-agnostic architecture. switch between OpenAI, Anthropic, or Gemini without changing your Wenjuanxing / 问卷星 integration code
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Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors
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Dependency injection system cleanly separates your Wenjuanxing / 问卷星 connection logic from agent behavior for testable, maintainable code
Wenjuanxing / 问卷星 in Pydantic AI
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 Pydantic AI 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 Pydantic AI
Every request between Pydantic AI 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 Pydantic AI discover MCP tools?
Create an MCPServerHTTP instance with the server URL. Pydantic AI connects, discovers all tools, and generates typed Python interfaces automatically.
Does Pydantic AI validate MCP tool responses?
Yes. When you define result types as Pydantic models, every tool response is validated against the schema. Invalid data raises a clear error instead of silently corrupting your pipeline.
Can I switch LLM providers without changing MCP code?
Absolutely. Pydantic AI abstracts the model layer. your Wenjuanxing / 问卷星 MCP integration works identically with OpenAI, Anthropic, Google, or any supported provider.
MCPServerHTTP not found
Update: pip install --upgrade pydantic-ai
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