GoSquared MCP Server for OpenAI Agents SDK 11 tools — connect in under 2 minutes
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect GoSquared through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with MCPServerStreamableHttp(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
) as mcp_server:
agent = Agent(
name="GoSquared Assistant",
instructions=(
"You help users interact with GoSquared. "
"You have access to 11 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from GoSquared"
)
print(result.final_output)
asyncio.run(main())
* 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.
The OpenAI Agents SDK auto-discovers all 11 tools from GoSquared through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries GoSquared, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
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 OpenAI Agents SDK 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 OpenAI Agents SDK via MCP
Follow these steps to integrate the GoSquared MCP Server with OpenAI Agents SDK.
Install the SDK
Run pip install openai-agents in your Python environment
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
Run the script
Save the code above and run it: python agent.py
Explore tools
The agent will automatically discover 11 tools from GoSquared
Why Use OpenAI Agents SDK with the GoSquared MCP Server
OpenAI Agents SDK provides unique advantages when paired with GoSquared through the Model Context Protocol.
Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
GoSquared + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the GoSquared MCP Server delivers measurable value.
Automated workflows: build agents that query GoSquared, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries GoSquared, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through GoSquared tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query GoSquared to resolve tickets, look up records, and update statuses without human intervention
GoSquared MCP Tools for OpenAI Agents SDK (11)
These 11 tools become available when you connect GoSquared to OpenAI Agents SDK 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 OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK 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 OpenAI Agents SDK
Common issues when connecting GoSquared to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
GoSquared + OpenAI Agents SDK FAQ
Common questions about integrating GoSquared MCP Server with OpenAI Agents SDK.
How does the OpenAI Agents SDK connect to MCP?
MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.Can I use multiple MCP servers in one agent?
MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.Does the SDK support streaming responses?
Connect GoSquared with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect GoSquared to OpenAI Agents SDK
Get your token, paste the configuration, and start using 11 tools in under 2 minutes. No API key management needed.
