Flip MCP Server for Pydantic AI 12 tools — connect in under 2 minutes
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.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
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())
* 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.
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 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.
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 Flip integration code
Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors
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.
Type-safe data pipelines: query Flip with guaranteed response schemas, feeding validated data into downstream processing
API orchestration: chain multiple Flip tool calls with Pydantic validation at each step to ensure data integrity end-to-end
Production monitoring: build validated alert agents that query Flip and output structured, schema-compliant notifications
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:
create_bill
Create payment link (Bill)
create_disbursement
Send money (payout)
get_balance
Check account balance
get_bill
Get bill details
get_disbursement
Get payout details
list_banks
List supported banks
list_bills
List payment links
list_cities
List supported cities
list_disbursements
List payouts
list_payments
List received payments
list_recurring_payments
List recurring payments
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.
"Validate bank account '12345678' at bank 'bca'."
"Create a payment link for 500,000 IDR titled 'Service Fee'."
"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.
MCPServerHTTP not found
pip install --upgrade pydantic-aiFlip + Pydantic AI FAQ
Common questions about integrating Flip MCP Server with Pydantic AI.
How does Pydantic AI discover MCP tools?
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?
Can I switch LLM providers without changing MCP code?
Connect Flip with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
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.
