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How to Use the TollGuru MCP in Pydantic AI

Build reliable, validated agents using Pydantic AI and TollGuru's MCP Server.

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Pydantic AI

Connect TollGuru MCP to Pydantic AI

Create your Vinkius account to connect TollGuru 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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Calculate tolls with the MCP Server

Use `calculate_toll_from_polyline` to get toll costs when you already have a route polyline from an external mapping service. The data returned includes detailed toll, fuel, and cost metrics. This tool is solid for agents doing post-trip analysis or integrating with existing maps. It supports all vehicle types across multiple currencies.

Multi-stop route budgeting

`calculate_toll_multi_stop` returns a granular breakdown of tolls at every plaza along the total path. You get fuel costs and optional driver labor estimates. This is vital for complex logistics planning or delivery routes with multiple, specific stops.

Full trip cost estimation

`calculate_toll_route` provides comprehensive trip costing from an origin to a destination. The results include plaza names, tag/cash costs, and payment method acceptance. It calculates fuel needs based on vehicle efficiency and current prices. You can also request the MCP Server to suggest route optimizations for minimum cost.

Setup guide

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

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

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

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by TollGuru. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Built-in savings

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Vinkius compresses data between your apps and your AI automatically. Lower bills every month — no configuration required.

Single dashboard

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place for every integration

Every tool your AI connects to, managed from a single screen. One account, complete control.

Common questions about TollGuru MCP in Pydantic AI

Pydantic AI validates every response from the MCP Server against defined models. This means if the data is unexpected, your agent fails loudly—no silent errors or corrupted fields.
The server handles a wide range of vehicles: 2-axle cars, motorcycles, EVs, and commercial trucks (up to 9+ axles). You just ensure the model requests the correct type.
Yes. The MCP Server handles routes across over 50 countries. Your agent simply specifies the target currency (like MXN or INR), and the results are validated in that format.
Yep, `calculate_toll_multi_stop` optimizes for you. You feed it a list of waypoints, and the tool returns the cost breakdown designed to minimize total expenses.
The server tracks payment details at toll plazas, detailing if they accept tags or cash. This information is crucial for accurate financial reporting and reconciliation.

Start using the TollGuru MCP today

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