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How to Use the Loopio MCP in Pydantic AI

Get type-safe RFP automation for Pydantic AI. Validate every Loopio response against your schema to prevent errors before they happen.

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Pydantic AI

Connect Loopio MCP to Pydantic AI

Create your Vinkius account to connect Loopio 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 library searching for Pydantic AI

Your agent expects specific data structures, and the server delivers. When you call `search_library`, Pydantic AI validates every field to ensure the retrieved Q&A entries match your expected format. This prevents the agent from hallucinating fields or failing on malformed API responses. You get clean, typed data every single time.

Manage RFP projects via an MCP Server

Control your projects with confidence. Using `list_projects` and `get_project` provides your agent with a reliable state of your workspace, validated by your Pydantic models. If the data doesn't match your schema, the agent will throw an error immediately. This stops bad data from ever entering your pipeline.

Automate submissions with Pydantic AI

Draft and submit questionnaires with total structural integrity. The agent retrieves questions using `list_questionnaires` and checks existing work with `get_questionnaire_responses`. When it's time to act, the `create_submission` tool ensures your final record conforms to the required project format. It's the safest way to automate your RFP process.

Setup guide

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

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

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

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Common questions about Loopio MCP in Pydantic AI

Yes. Every tool response is validated against your Pydantic models. If the API returns unexpected data, the agent fails instantly.
Absolutely. You register the server as a toolset, and your agent gains access to all 8 core operations for managing your RFPs.
You define the search parameters in your agent code. The server returns the library entries, which Pydantic AI then validates for use.
They can. You can retrieve team member IDs to assign project ownership or handle administrative tasks within your agent logic.
The connection is ephemeral and strictly authenticated. Your project data is encrypted in transit and never stored outside your local agent environment.

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