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How to Use the Arcadia Plug MCP in Pydantic AI

Build strict, type-safe utility tracking agents with Pydantic AI and Arcadia Plug.

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Works with every AI agent you already use

…and any MCP-compatible client

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Pydantic AI

Connect Arcadia Plug MCP to Pydantic AI

Create your Vinkius account to connect Arcadia Plug 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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Force strict validation on Arcadia Plug

Utility APIs often return messy, unpredictable JSON structures. When your agent calls `get_statement`, Pydantic AI validates the response against your defined models before proceeding. If the statement data is missing a required field, the framework fails loudly. Your agent won't hallucinate a billing amount just because the API returned a null value.

Track utility meters across any LLM

Being model-agnostic means you aren't locked into a single provider. You can use OpenAI to query `list_meters` today and switch to a local model tomorrow without changing the tool code. This MCP Server handles the actual data extraction from the utility provider. Your application just receives clean, validated Python objects ready for processing.

Audit login credentials safely

Managing access to multiple utility portals is a high-risk operation. Running `list_credentials` pulls your stored logins so your agent can map out what accounts it can reach. You can then chain this with `get_account_check` to verify access. Because Pydantic AI enforces types at runtime, you know exactly what credential format the agent is passing around.

Setup guide

Set up Arcadia Plug 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": {
        "arcadia-plug-mcp": {
            "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
        }
    }
})

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

result = await agent.run("List recent Arcadia Plug 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 Arcadia. 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.

Why Choose Vinkius

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Real-time monitoring

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visibility into every interaction

Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.

Built-in savings

60%

lower AI costs

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

Single dashboard

One

place for every integration

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

Common questions about Arcadia Plug MCP in Pydantic AI

Install `pydantic-ai-slim[mcp]` first. Create an `MCPToolset` pointing to your Vinkius HTTP endpoint, then pass it as a list to the `toolsets` parameter in your Agent.
Native tool calling often leads to silent failures. This framework guarantees that the utility data pulled from `list_statements` matches your exact schema requirements before the LLM even sees it.
Yes, the unified `MCPToolset` supports remote HTTP endpoints. You just point it at the hosted Vinkius URL and let the framework handle the transport layer.
Any model supported by the framework works perfectly. You can swap between Claude, Gemini, or local open-source models while keeping the exact same tool definitions.
We operate a strict zero-trust architecture. When your agent fetches sensitive utility account details, the operation happens inside an isolated V8 container that cannot access anything outside its specific execution context.

Start using the Arcadia Plug MCP today

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