Bring Product Analytics
to Pydantic AI
Create your Vinkius account to connect GrowingIO 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 GrowingIO MCP Server?
Empower your AI agent to orchestrate your product analytics and user behavioral data with GrowingIO, the premier analytical platform in China. By connecting GrowingIO to your agent, you transform complex event tracking, user segmentation, and metric analysis into a natural conversation. Your agent can instantly list tracked events, retrieve detailed user segment metadata, monitor conversion funnels, and execute quantitative metric queries without you ever needing to navigate the comprehensive GrowingIO web interface. Whether you are conducting a product health audit or monitoring real-time campaign performance, your agent acts as a real-time data analyst assistant, keeping your product data accurate and your growth moving.
What you can do
- Event Orchestration — List and retrieve detailed metadata for all tracked behavioral events in your project.
- User Segmentation — Browse and monitor user segments to identify high-value cohorts and behavioral patterns.
- Metric Querying — Execute quantitative queries to retrieve specific performance metrics via natural language.
- Funnel Auditing — Retrieve detailed configuration and data for conversion funnels to identify drop-off points.
- Campaign Insights — Browse tracked advertising campaigns and identify successful growth drivers.
How it works
- Subscribe to this server
- Enter your GrowingIO Project ID, Client ID, and API Token
- Start managing your product analytics through Claude, Cursor, or any MCP-compatible client
Who is this for?
- Product Managers — monitor feature adoption and audit user behavior through natural language queries.
- Growth Engineers — coordinate user segments and monitor campaign performance directly from your AI-powered workspace.
- Data Analysts — retrieve system metrics and perform funnel analysis via a unified AI interface.
- GrowingIO Power Users — integrate your existing analytics workflows into your AI-driven daily routines.
Built-in capabilities (10)
Get event details
Get conversion funnel details
Query project metrics
Get project metadata
Get users in a segment
List advertising campaigns
List project events
). List data log sources
List user segments
List tracked variables
Why Pydantic AI?
Pydantic AI validates every GrowingIO 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 GrowingIO 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 GrowingIO connection logic from agent behavior for testable, maintainable code
GrowingIO in Pydantic AI
Why run GrowingIO with Vinkius?
The GrowingIO 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 GrowingIO using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
GrowingIO and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect GrowingIO 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
GrowingIO for Pydantic AI
Every request between Pydantic AI and GrowingIO 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 GrowingIO Project ID and Client ID?
Log in to your GrowingIO portal, go to [Project Configuration] -> [Project Info]. You will find your Project ID (ai) and Client ID (Public Key) there.
Where do I generate the API Token?
In your GrowingIO portal, navigate to [Project Configuration] -> [API Token Management] to generate a long-term API Token for this server.
Can I query quantitative metrics through the agent?
Yes. Use the get_metrics tool with a JSON query definition. This allows your agent to retrieve specific data points like DAU, retention rates, or custom conversion metrics.
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 GrowingIO 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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