Formilla MCP Server for Pydantic AIGive Pydantic AI instant access to 12 tools to Check Formilla Status, Delete Contact, Get Contact, and more

Name: Formilla
Price: 29 USD
Availability: InStock
Rating: 4.9 (1 reviews)
Author: Vinkius

GDPR Free for Subscribers

Pydantic AI brings type-safe agent development to Python with first-class MCP support. Connect Formilla through Vinkius and every tool is automatically validated against Pydantic schemas. catch errors at build time, not in production.

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The Formilla MCP Server for Pydantic AI is a standout in the Customer Support category — giving your AI agent 12 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

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+ other MCP clients

python

import asyncio
from pydantic_ai import Agent
from pydantic_ai.mcp import MCPServerHTTP

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    server = MCPServerHTTP(url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")

    agent = Agent(
        model="openai:gpt-4o",
        mcp_servers=[server],
        system_prompt=(
            "You are an assistant with access to Formilla "
            "(12 tools)."
        ),
    )

    result = await agent.run(
        "What tools are available in Formilla?"
    )
    print(result.data)

asyncio.run(main())

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

About Formilla MCP Server

Connect your Formilla account to any AI agent and take full control of your live chat contacts and customer data management through natural conversation.

Pydantic AI validates every Formilla tool response against typed schemas, catching data inconsistencies at build time. Connect 12 tools through Vinkius and switch between OpenAI, Anthropic, or Gemini without changing your integration code. full type safety, structured output guarantees, and dependency injection for testable agents.

What you can do

Contact Orchestration — Create or update contact records programmatically, including managing names, emails, and phone numbers directly from your agent
Database Management — List all contacts in your Formilla account and retrieve detailed metadata to maintain a high-fidelity customer record
Visitor Intelligence — Find specific contacts by email to verify their support history and track custom attributes for personalized messaging
Secure Maintenance — Programmatically delete contacts from the system to maintain database hygiene and comply with privacy requests
Data Synchronization — Use unique identifiers (UserId) to seamlessly sync your external user data with Formilla's live chat ecosystem

The Formilla MCP Server exposes 12 tools through the Vinkius. Connect it to Pydantic AI in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 12 Formilla tools available for Pydantic AI

When Pydantic AI connects to Formilla through Vinkius, your AI agent gets direct access to every tool listed below — spanning real-time-chat, lead-qualification, in-app-messaging, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.

check

Check formilla status on Formilla

Verify connectivity

delete

Delete contact on Formilla

Delete a contact

get

Get contact on Formilla

Get contact details

get

Get contact by email on Formilla

Get contact by email

get

Get conversation on Formilla

Get conversation details

list

List contacts on Formilla

List contacts

list

List conversations on Formilla

List conversations

list

List segments on Formilla

List segments

list

List visitors on Formilla

List visitors

Search contacts on Formilla

Search contacts

update

Update contact on Formilla

Update a contact

upsert

Upsert contact on Formilla

Create or update contact

Connect Formilla to Pydantic AI via MCP

Follow these steps to wire Formilla into Pydantic AI. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

Install Pydantic AI

Run pip install pydantic-ai

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Run the agent

Save to agent.py and run: python agent.py

Explore tools

The agent discovers 12 tools from Formilla with type-safe schemas

Why Use Pydantic AI with the Formilla MCP Server

Pydantic AI provides unique advantages when paired with Formilla through the Model Context Protocol.

Full type safety: every MCP tool response is validated against Pydantic models, catching data inconsistencies before they reach your application

Model-agnostic architecture. switch between OpenAI, Anthropic, or Gemini without changing your Formilla integration code

Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors

Dependency injection system cleanly separates your Formilla connection logic from agent behavior for testable, maintainable code

Formilla + Pydantic AI Use Cases

Practical scenarios where Pydantic AI combined with the Formilla MCP Server delivers measurable value.

Type-safe data pipelines: query Formilla with guaranteed response schemas, feeding validated data into downstream processing

API orchestration: chain multiple Formilla tool calls with Pydantic validation at each step to ensure data integrity end-to-end

Production monitoring: build validated alert agents that query Formilla and output structured, schema-compliant notifications

Testing and QA: use Pydantic AI's dependency injection to mock Formilla responses and write comprehensive agent tests

Example Prompts for Formilla in Pydantic AI

Ready-to-use prompts you can give your Pydantic AI agent to start working with Formilla immediately.

"List all my current contacts in Formilla."

"Update contact 'john@example.com' with phone '+15551234567'."

"Find the contact details for 'sarah.smith@example.com'."

Troubleshooting Formilla MCP Server with Pydantic AI

Common issues when connecting Formilla to Pydantic AI through Vinkius, and how to resolve them.

MCPServerHTTP not found

Update: pip install --upgrade pydantic-ai

Formilla + Pydantic AI FAQ

Common questions about integrating Formilla MCP Server with Pydantic AI.

How does Pydantic AI discover MCP tools?

Create an MCPServerHTTP instance with the server URL. Pydantic AI connects, discovers all tools, and generates typed Python interfaces automatically.

Does Pydantic AI validate MCP tool responses?

Yes. When you define result types as Pydantic models, every tool response is validated against the schema. Invalid data raises a clear error instead of silently corrupting your pipeline.

Can I switch LLM providers without changing MCP code?

Absolutely. Pydantic AI abstracts the model layer. your Formilla MCP integration works identically with OpenAI, Anthropic, Google, or any supported provider.

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