Bring User Onboarding
to Pydantic AI
Create your Vinkius account to connect Chameleon.io to Pydantic AI and start using all 8 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 Chameleon.io MCP Server?
Connect your Chameleon.io account to any AI agent and take full control of your user onboarding and product adoption experiences through natural conversation. Streamline how you guide and engage your users.
What you can do
- Experience Oversight — List and retrieve details for all Chameleon tours, launchers, and microsurveys natively
- User Segmentation — Access and monitor your configured user segments to understand targeting flawlessly
- Response Auditing — Retrieve and analyze recent microsurvey responses to gather user feedback securely
- User Intelligence — Identify and update user profiles with custom properties in real-time
- Behavioral Tracking — Log and monitor custom user events to trigger the right experience at the right time flawlessly
- Compliance Management — Handle data deletion requests by removing user records directly within your workspace
How it works
- Subscribe to this server
- Enter your Chameleon Account Secret (obtained from Settings > API)
- Start managing your product experiences from Claude, Cursor, or any MCP-compatible client
Who is this for?
- Product Managers — monitor onboarding health and review survey feedback using natural language
- Product Marketing Managers — audit active experiences and segments without opening the dashboard
- Customer Success Managers — identify and track user behaviors to improve engagement straight from their chat interface
- Developers — verify event tracking and user identification data during integration
Built-in capabilities (8)
Permanently delete a user and their data from Chameleon
Get details for a specific experience
Identify or update a user in Chameleon
List recent events tracked by Chameleon
List all Chameleon experiences (Tours, Launchers, Microsurveys)
List recent responses to microsurveys
List all configured user segments
Track a custom event for a specific user
Why Pydantic AI?
Pydantic AI validates every Chameleon.io tool response against typed schemas, catching data inconsistencies at build time. Connect 8 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 Chameleon.io 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 Chameleon.io connection logic from agent behavior for testable, maintainable code
Chameleon.io in Pydantic AI
Why run Chameleon.io with Vinkius?
The Chameleon.io 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 8 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 Chameleon.io using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Chameleon.io and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Chameleon.io 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
Chameleon.io for Pydantic AI
Every request between Pydantic AI and Chameleon.io 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
Can I see how many users completed a specific tour?
Yes! Use the get_experience_details tool with the tour's unique ID. The agent will return engagement metrics including completion counts and active status.
How do I identify a user to start showing them tours?
Use the identify_chameleon_user tool. Provide a unique user ID and any relevant custom properties. This allows Chameleon to target that user with the appropriate segments and experiences.
Where do I find my Chameleon Account Secret?
Log in to your Chameleon Dashboard, navigate to 'Settings' in the sidebar, and then select 'API'. You can view and copy your Account Secret from there.
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 Chameleon.io 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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