How to Use the CallGear MCP in Pydantic AI
Run type-safe CallGear data validation in your Pydantic AI workflows.
Works with every AI agent you already use
…and any MCP-compatible client
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.
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.
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
Install Pydantic AI with FastMCP
Run
pip install "pydantic-ai-slim[fastmcp]". The FastMCP toolset replaces the deprecatedMCPServerHTTPclass with full protocol support. - 2
Configure the FastMCPToolset
Pass a JSON-style config dict to
FastMCPToolsetwith 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 callagent.run(). Swapopenai:gpt-4ofor any supported model — Anthropic, Google, Mistral, or Groq.
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) Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by CallGear. 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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Common questions about CallGear MCP in Pydantic AI
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