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How to Use the CallGear MCP in Pydantic AI

Run type-safe CallGear data validation in your Pydantic AI workflows.

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Pydantic AI

Connect CallGear MCP to Pydantic AI

Create your Vinkius account to connect CallGear 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 Communication Audits in Pydantic AI

The `get_communications_report` tool fetches multi-channel interaction histories and validates them against strict runtime schemas using Pydantic AI. If the API returns unexpected formats or missing fields, the framework raises an immediate validation error instead of passing bad data to your model. You register this capability by passing the `MCPToolset` instance directly into your `Agent` definition. This ensures that every call, chat, or email record matches your exact Python type hints before the agent processes it.

Validate Call Scenarios via this MCP Server

The `list_call_scenarios` tool lists your active phone routing rules and maps them to Pydantic models at runtime. This MCP Server guarantees that your agent receives structured configuration objects, eliminating silent failures when analyzing routing logic. Your agent can cross-reference these scenarios with `list_tags` to ensure call handlers tag conversations correctly. Because Pydantic AI is model-agnostic, you can run this validation pipeline using any LLM provider.

Strict Reporting of Site Statistics

The `get_site_daily_stats` tool retrieves daily performance data, forcing the agent to process web metrics under strict type constraints. If your agent attempts to calculate conversion rates with malformed strings, Pydantic AI halts execution immediately. To set this up, install `pydantic-ai-slim[mcp]` and connect to the external Vinkius HTTP endpoint. This keeps your runtime lightweight while maintaining complete type safety across your marketing automation stack.

Setup guide

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

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

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

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Common questions about CallGear MCP in Pydantic AI

Instantiate `MCPToolset` with your Vinkius HTTP URL and pass it to the `toolsets` argument of your `Agent`. Do not use the deprecated `MCPServerHTTP` class.
The framework raises a validation error at runtime. This prevents your agent from processing corrupt call reports or hallucinating values based on bad inputs.
Yes, the `MCPToolset` class supports both Streamable HTTP and SSE transports. This allows you to connect to your externally hosted CallGear server.
Yes, Pydantic AI is model-agnostic. You can run your CallGear tool validation pipelines using Anthropic, Gemini, or local models.
Your account information and user lists are validated entirely in your local memory space. The HTTP connection to the Vinkius endpoint uses standard token authentication, and no data is cached on Vinkius servers.

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