Bring Product Analytics
to Pydantic AI
Create your Vinkius account to connect Heap to Pydantic AI and start using all 12 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 Heap MCP Server?
Connect your Heap.io analytics account to any AI agent and take full control of your product data and user identity management through natural conversation.
What you can do
- Event Tracking — Send custom server-side events to Heap to capture granular user interactions.
- User Identification — Associate anonymous sessions with specific identities and set custom profile properties.
- Segment Management — List all segments defined in your project to understand your user cohorts.
- Event Definitions — Access your custom event definitions to stay aligned with your analytics schema.
- Bulk Operations — Track multiple events or update several user profiles in a single high-throughput request.
- GDPR Compliance — Permanently delete user data directly from the chat interface when requested.
- Query Profiles — Filter and retrieve user profiles based on specific behavior or attributes.
How it works
- Subscribe to this server
- Enter your Heap App ID and API Key
- Start managing your product analytics from Claude, Cursor, or any MCP-compatible client
No more manual navigating through complex analytics dashboards for simple data updates. Your AI assistant acts as a dedicated Data Analyst or Growth Engineer.
Who is this for?
- Product Managers — instantly check segment sizes and verify event definitions during planning.
- Growth Engineers — automate server-side event tracking and user property updates.
- Data Privacy Officers — streamline the execution of GDPR data deletion requests.
Built-in capabilities (12)
Add or update properties for an account (group of users)
Add or update custom properties for a user profile
Update properties for multiple users in a single request
Track multiple events concurrently for high-throughput
Permanently delete a user and all their associated data (GDPR)
Check current API usage and project status
List all custom event definitions in Heap
Get information about the authenticated API key
List all segments defined in your Heap project
Associate an anonymous session with a specific user identity
Query and filter user profiles based on criteria
Properties should be a JSON string. Track a server-side event for a user in Heap
Why Pydantic AI?
Pydantic AI validates every Heap tool response against typed schemas, catching data inconsistencies at build time. Connect 12 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.
- —
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 Heap integration code
- —
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 Heap connection logic from agent behavior for testable, maintainable code
Heap in Pydantic AI
Why run Heap with Vinkius?
The Heap 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 12 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 Heap using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Heap and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Heap 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
Heap for Pydantic AI
Every request between Pydantic AI and Heap 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 Heap App ID and API Key?
Log in to Heap, go to Account > Projects, and select your project. Your App ID will be visible there. For the API Key, navigate to the API section in your project settings to generate a server-side key.
Can I track events server-side through this integration?
Yes! Use the track_event tool. You provide the user identity, event name, and optional properties. This is perfect for capturing actions that happen outside the client browser.
How do I update user properties in bulk?
Use the bulk_add_user_properties tool. You must provide a JSON array containing objects with identity and properties for each user you wish to update.
Is the data deletion tool permanent?
Yes. The delete_user_data tool triggers a permanent deletion of the user identity and all historical data from Heap, helping you comply with GDPR and CCPA requests.
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 Heap 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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