Bring Marketing Attribution
to Pydantic AI
Create your Vinkius account to connect Measured 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.
Compatible with every major AI agent and IDE
What is the Measured MCP Server?
Connect your Measured account to any AI agent and take full control of your marketing incrementality and performance data through natural conversation.
What you can do
- Incrementality Insights — Access true causal impact scores across all your marketing channels
- Performance Tracking — Monitor spend, revenue, and ROAS metrics from over 300 managed integrations
- Channel Orchestration — List and inspect performance data for specific channels like Facebook, Google, or Amazon
- Automated Reporting — Retrieve performance summaries, insights, and automated reports instantly
How it works
- Subscribe to this server
- Enter your Measured API Key
- Start managing your marketing intelligence from Claude, Cursor, or any MCP-compatible client
Built-in capabilities (8)
Get performance for a specific campaign
Get incrementality scores across channels
Get marketing insights
Get performance metrics for a specific channel
Get a unified performance summary
g. Facebook, Google Ads). List all marketing channels tracked by Measured
List managed integrations
List available performance reports
Why Pydantic AI?
Pydantic AI validates every Measured 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 Measured 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 Measured connection logic from agent behavior for testable, maintainable code
Measured in Pydantic AI
Why run Measured with Vinkius?
The Measured 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 Measured using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Measured and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Measured 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
Measured for Pydantic AI
Every request between Pydantic AI and Measured 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 Measured API Key?
You can find your API Key in the Measured platform settings or by contacting your Measured Customer Success Manager (CSM).
What is an incrementality score?
It measures the true causal impact of your ad spend on business outcomes, going beyond standard last-click attribution.
Is my marketing data secure?
Absolutely. Your token is encrypted at rest and injected securely at runtime.
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 Measured 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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