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Flip MCP Server for Pydantic AI 12 tools — connect in under 2 minutes

Built by Vinkius GDPR 12 Tools SDK

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

Vinkius supports streamable HTTP and SSE.

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 Flip "
            "(12 tools)."
        ),
    )

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

asyncio.run(main())
Flip
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* 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 Flip MCP Server

Connect your Flip (Flip.id) account to any AI agent and automate your financial operations through the Model Context Protocol (MCP). Flip for Business provides a powerful API for making bulk disbursements, accepting payments via links or virtual accounts, and validating bank details. Now, you can manage your Indonesian payouts and collection workflows directly through natural conversation.

Pydantic AI validates every Flip 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

  • Money Transfers (Disbursement) — Initiate real-time money transfers to Indonesian bank accounts individually or in bulk.
  • Payment Collection (Bills) — Create payment links (Bills) to receive funds from your customers effortlessly.
  • Bank Account Validation — Instantly verify if a bank account exists and retrieve the holder's name before sending money.
  • Balance Monitoring — Get a real-time view of your Flip business account balance to ensure sufficient liquidity.
  • Bank Discovery — List all supported banks and cities to facilitate accurate transaction entry.
  • Transaction History — Retrieve lists of recent payouts and received payments to keep your records synchronized.
  • Recurring Tasks — Monitor configured recurring disbursement tasks directly through the agent.

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

How to Connect Flip to Pydantic AI via MCP

Follow these steps to integrate the Flip MCP Server with Pydantic AI.

01

Install Pydantic AI

Run pip install pydantic-ai

02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

03

Run the agent

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

04

Explore tools

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

Why Use Pydantic AI with the Flip MCP Server

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

01

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

02

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

03

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

04

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

Flip + Pydantic AI Use Cases

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

01

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

02

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

03

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

04

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

Flip MCP Tools for Pydantic AI (12)

These 12 tools become available when you connect Flip to Pydantic AI via MCP:

01

create_bill

Create payment link (Bill)

02

create_disbursement

Send money (payout)

03

get_balance

Check account balance

04

get_bill

Get bill details

05

get_disbursement

Get payout details

06

list_banks

List supported banks

07

list_bills

List payment links

08

list_cities

List supported cities

09

list_disbursements

List payouts

10

list_payments

List received payments

11

list_recurring_payments

List recurring payments

12

validate_bank_account

Verify bank account

Example Prompts for Flip in Pydantic AI

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

01

"Validate bank account '12345678' at bank 'bca'."

02

"Create a payment link for 500,000 IDR titled 'Service Fee'."

03

"What is my current Flip account balance?"

Troubleshooting Flip MCP Server with Pydantic AI

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

01

MCPServerHTTP not found

Update: pip install --upgrade pydantic-ai

Flip + Pydantic AI FAQ

Common questions about integrating Flip MCP Server with Pydantic AI.

01

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.
02

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.
03

Can I switch LLM providers without changing MCP code?

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

Connect Flip to Pydantic AI

Get your token, paste the configuration, and start using 12 tools in under 2 minutes. No API key management needed.