How to Use the TollGuru Alternative MCP in Pydantic AI

Q: Is the calculation of tolls reliable for complex routes using TollGuru Alternative with Pydantic AI?

Yes. The combination of calculatetollsbycoordinates and calculatetollsbypolyline allows you to test multiple routes and then calculate costs for a specific, known path.

Q: Does the MCP Server handle reconciliation of tolls with TollGuru Alternative when using Pydantic AI?

Yes. Use calculatetollsbygps to input raw GPS track data and get an accurate toll breakdown, perfect for post-trip billing.

Q: If I need a current price check, can TollGuru Alternative handle it with Pydantic AI?

You can use gettollrates to look up the latest rates for any toll plaza or booth. This ensures your agent is working with validated pricing data.

Get type-safe toll cost analytics with the Pydantic AI framework.

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Connect TollGuru Alternative MCP to Pydantic AI

Create your Vinkius account to connect TollGuru Alternative 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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Setup TollGuru Alternative with Pydantic AI

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Perplexity

Calculate costs from addresses or coordinates

Start by running `calculate_tolls_by_address` to estimate total expenses between two locations. It supports multiple vehicle types, so you get a complete cost breakdown. For routes defined only by GPS points, use `calculate_tolls_by_coordinates` to get several route options and their respective toll breakdowns.

Process encoded paths and live tracks

When you have a full trip's worth of data, the agent can run `calculate_tolls_by_gps`. This tool reads raw GPS track data to reconcile tolls accurately. Alternatively, if your path is an encoded polyline string, submit it to `calculate_tolls_by_polyline` for quick cost identification.

Verify pricing and usage metrics

`get_toll_rates` looks up the current toll rates for any specific plaza or booth. This is a simple, necessary check before planning routes. The agent also uses `get_transaction_count` to provide the total API transaction count, helping you monitor account limits and usage.

Setup guide

Set up TollGuru Alternative MCP in Pydantic AI

Prerequisites

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

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

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

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-alternative-mcp": {
            "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
        }
    }
})

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

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

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Common questions about TollGuru Alternative MCP in Pydantic AI

The server provides comprehensive toll intelligence. You can run calculations based on addresses, GPS tracks, or polylines, and the results are validated against strict Pydantic models for guaranteed correctness.

It touches toll rate information, vehicle type data, two-point addresses, GPS coordinates, polyline strings, and API transaction counts. All responses are typed.

Yes. The combination of `calculate_tolls_by_coordinates` and `calculate_tolls_by_polyline` allows you to test multiple routes and then calculate costs for a specific, known path.

Yes. Use `calculate_tolls_by_gps` to input raw GPS track data and get an accurate toll breakdown, perfect for post-trip billing.

You can use `get_toll_rates` to look up the latest rates for any toll plaza or booth. This ensures your agent is working with validated pricing data.

Use it with your favorite AI tools

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