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How to Use the TomTom MCP in Pydantic AI

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Pydantic AI

Connect TomTom MCP to Pydantic AI

Create your Vinkius account to connect TomTom 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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Predictable Routing with the MCP Server

When calculating a route, the agent uses `calculate_route` and immediately validates the returned polyline and summary against your Pydantic models. Similarly, it determines reachable areas by calling `calculate_reachable_range`, ensuring the time budget is correctly structured. This prevents silent failures when dealing with complex geographic calculations.

Accurate Location Parsing for Pydantic AI

The framework makes parsing addresses safe. If you use `fuzzy_geocoding`, the resulting coordinates and address fields are validated before your agent uses them. This stops bad data from corrupting your output. If you need to find points of interest, calling `search_poi_by_category` returns a list whose structure is guaranteed by Pydantic.

Comprehensive Geocoding with TomTom and Pydantic AI

The agent can handle multiple geocoding inputs. It uses `structured_geocoding` for explicit components (like city/zip) or `fuzzy_geocoding` if the input is messy. The key benefit here is that every piece of coordinate data returned passes type checking. It also helps with general searches via `autocomplete_place_search`, ensuring predictive text matches expected formats.

Setup guide

Set up TomTom 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": {
        "tomtom-mcp": {
            "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
        }
    }
})

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

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

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Common questions about TomTom MCP in Pydantic AI

The agent calls the MCP Server tools, and Pydantic validates every piece of data returned—like coordinates from `fuzzy_geocoding`. If the format is wrong, your agent fails loud, which is exactly what you want.
Yes. The toolset allows calling `get_traffic_flow_segment` or `get_traffic_incidents`. Because the outputs are validated, your agent knows that the reported speed and coordinates are structured correctly.
When you call `get_poi_details`, the response is checked against a schema. You don't get unexpected fields or corrupted metadata, because Pydantic validates that every field exists and has the right type.
The server provides core mapping services: route calculation (`calculate_route`), address conversion (both fuzzy and structured), real-time traffic data, and POI lookups.
The server handles coordinates, physical addresses, bounding box coordinates, and location IDs. These are all types of geographical identifiers that Pydantic AI validates for correctness.

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