Can I see exactly how many people are on my site right now?

Yes! The `get_now_overview` tool provides an instant snapshot of your concurrent active visitors. You can also use `get_now_pages` to see exactly which URLs they are currently reading.

How do I check traffic for a specific day in the past?

You can use any of the `get_trends_*` tools (like `get_trends_overview`) and provide the `date` parameter. You can use 'today', 'yesterday', or a specific date format like 'YYYY-MM-DD'.

Does it track which external links visitors click?

Yes. The real-time events functionality tracks specific outbound interactions out of the box, exposing exactly what resources capture audience interest the most.

GoSquared MCP Server for Pydantic AI 11 tools — connect in under 2 minutes

Name: GoSquared
Availability: InStock
Author: Vinkius

ai.pydantic.dev/mcp

Built by Vinkius GDPR 11 Tools SDK

Pydantic AI brings type-safe agent development to Python with first-class MCP support. Connect GoSquared through Vinkius and every tool is automatically validated against Pydantic schemas. catch errors at build time, not in production.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

import asyncio
from pydantic_ai import Agent
from pydantic_ai.mcp import MCPServerHTTP

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    server = MCPServerHTTP(url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")

    agent = Agent(
        model="openai:gpt-4o",
        mcp_servers=[server],
        system_prompt=(
            "You are an assistant with access to GoSquared "
            "(11 tools)."
        ),
    )

    result = await agent.run(
        "What tools are available in GoSquared?"
    )
    print(result.data)

asyncio.run(main())

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Stream every event to Splunk, Datadog, or your own webhook in real-time

* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

About GoSquared MCP Server

Connect your GoSquared account to your AI agent and get instant, conversational access to your web analytics. Query real-time active visitors, track marketing campaign performance, and analyze historical traffic trends directly from your workflow.

Pydantic AI validates every GoSquared tool response against typed schemas, catching data inconsistencies at build time. Connect 11 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.

What you can do

Real-Time Analytics (Now API) — Check exactly how many visitors are on your site right now, what pages they are viewing, and where they came from
Historical Trends (Trends API) — Analyze past traffic data, including page views, traffic sources, and campaign effectiveness over specific date ranges
Audience Insights — Understand your visitors' technology preferences with detailed breakdowns of browsers and devices

The GoSquared MCP Server exposes 11 tools through the Vinkius. Connect it to Pydantic AI in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

How to Connect GoSquared to Pydantic AI via MCP

Follow these steps to integrate the GoSquared MCP Server with Pydantic AI.

Install Pydantic AI

Run pip install pydantic-ai

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Run the agent

Save to agent.py and run: python agent.py

Explore tools

The agent discovers 11 tools from GoSquared with type-safe schemas

Why Use Pydantic AI with the GoSquared MCP Server

Pydantic AI provides unique advantages when paired with GoSquared through the Model Context Protocol.

Full type safety: every MCP tool response is validated against Pydantic models, catching data inconsistencies before they reach your application

Model-agnostic architecture. switch between OpenAI, Anthropic, or Gemini without changing your GoSquared integration code

Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors

Dependency injection system cleanly separates your GoSquared connection logic from agent behavior for testable, maintainable code

GoSquared + Pydantic AI Use Cases

Practical scenarios where Pydantic AI combined with the GoSquared MCP Server delivers measurable value.

Type-safe data pipelines: query GoSquared with guaranteed response schemas, feeding validated data into downstream processing

API orchestration: chain multiple GoSquared tool calls with Pydantic validation at each step to ensure data integrity end-to-end

Production monitoring: build validated alert agents that query GoSquared and output structured, schema-compliant notifications

Testing and QA: use Pydantic AI's dependency injection to mock GoSquared responses and write comprehensive agent tests

GoSquared MCP Tools for Pydantic AI (11)

These 11 tools become available when you connect GoSquared to Pydantic AI via MCP:

get_now_campaigns

Get active campaigns currently driving traffic

get_now_overview

Get a top-level overview of concurrent active visitors

get_now_pages

Get a list of pages currently being viewed

get_now_sources

Get active traffic sources (referrers)

get_now_visitors

Get a list of individual visitors currently online

get_trends_browsers

Get historical browser breakdown data

get_trends_campaigns

Get historical campaign performance data

get_trends_devices

Get historical device breakdown data

get_trends_overview

Get historical aggregate data overview

get_trends_pages

Get historical aggregate data for pages

get_trends_sources

Get historical traffic sources data

Example Prompts for GoSquared in Pydantic AI

Ready-to-use prompts you can give your Pydantic AI agent to start working with GoSquared immediately.

"How many visitors are on the site right now?"

"What were our top traffic sources yesterday?"

"Tell me what percentage of visitors today are using mobile phones."

Troubleshooting GoSquared MCP Server with Pydantic AI

Common issues when connecting GoSquared to Pydantic AI through the Vinkius, and how to resolve them.

MCPServerHTTP not found

Update: pip install --upgrade pydantic-ai

GoSquared + Pydantic AI FAQ

Common questions about integrating GoSquared MCP Server with Pydantic AI.

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 GoSquared MCP integration works identically with OpenAI, Anthropic, Google, or any supported provider.