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How to Use the Eventmaker MCP in Pydantic AI

Build strictly typed, error-free event management agents with Eventmaker and Pydantic AI.

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Pydantic AI

Connect Eventmaker MCP to Pydantic AI

Create your Vinkius account to connect Eventmaker to Pydantic AI and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Type-safe participant and check-in tracking.

The `list_event_participants` tool returns attendee records that Pydantic AI validates against your exact schemas. If the API drops a required field like an email address, the agent fails loudly. You never end up with silent data corruption in your database. You track arrivals the same way using `list_event_checkins_log`. Every timestamp and badge scan gets parsed into a strict Python object. Your code knows exactly what data it has, making downstream processing completely predictable.

Audit performance through the Eventmaker MCP Server.

Your agent pulls high-level metrics via the `get_event_performance_stats` tool. It reads ticket sales and attendance numbers directly from the API. Because Pydantic AI is model-agnostic, you can route these stats to a local model for fast, cheap analysis. For a faster overview, the agent runs `quick_event_engagement_audit`. This tool summarizes the check-in data. The framework guarantees that the numbers match your expected integer types before the agent ever tries to do math with them.

Manage event metadata reliably via MCP.

The `get_eventmaker_account_metadata` tool checks your current API limits and account status. You use this to prevent rate-limiting before running large batch jobs. The agent knows exactly how many requests it can make. For scheduling, the agent calls `list_event_sessions`. It pulls the exact start and end times for every keynote. You get a validated list of sessions that you can trust to build your daily run-of-show.

Setup guide

Set up Eventmaker MCP in Pydantic AI

Prerequisites

  • Python 3.10+ installed
  • pydantic-ai-slim[fastmcp] package
  • Active Vinkius subscription with a valid endpoint token
  1. 1

    Install Pydantic AI with FastMCP

    Run pip install "pydantic-ai-slim[fastmcp]". The FastMCP toolset replaces the deprecated MCPServerHTTP class with full protocol support.

  2. 2

    Configure the FastMCPToolset

    Pass a JSON-style config dict to FastMCPToolset with your Vinkius URL. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. Supports Streamable HTTP, SSE, and Stdio transports.

  3. 3

    Create and run your agent

    Pass the toolset to Agent(toolsets=[toolset]) and call agent.run(). Swap openai:gpt-4o for any supported model — Anthropic, Google, Mistral, or Groq.

agent.py
from pydantic_ai import Agent
from pydantic_ai.toolsets.fastmcp import FastMCPToolset

toolset = FastMCPToolset({
    "mcpServers": {
        "eventmaker-mcp": {
            "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
        }
    }
})

agent = Agent(
    "openai:gpt-4o",
    toolsets=[toolset],
    system_prompt="You have access to Eventmaker tools.",
)

result = await agent.run("List recent Eventmaker transactions")
print(result.output)

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Common questions about Eventmaker MCP in Pydantic AI

Install `pydantic-ai-slim[mcp]`. Create an `MCPToolset` pointing to your Vinkius HTTP URL. Pass this toolset array to your agent instance to expose the tools.
Pydantic AI catches it instantly. If `get_event_detailed_data` returns a string instead of an expected integer, the framework throws a validation error. The agent stops before making a bad decision.
Yes. The `list_currently_ongoing_events` tool queries your account for live conferences. The agent receives a strictly typed list of active event objects.
It works perfectly with local models. You can point the agent at a local instance of Llama 3 while still fetching real-time exhibitor data via `list_event_exhibitors`.
The MCP Server reads raw attendee logs through `list_event_checkins_log`. Vinkius manages the connection without storing any of this information. The request passes through an encrypted tunnel directly to your local runtime, bypassing any permanent storage.

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