Finmei MCP Server for OpenAI Agents SDK 12 tools — connect in under 2 minutes
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Finmei through the Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails — no manual schema definitions required.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp
async def main():
# Your Vinkius token — get it at cloud.vinkius.com
async with MCPServerStreamableHttp(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
) as mcp_server:
agent = Agent(
name="Finmei Assistant",
instructions=(
"You help users interact with Finmei. "
"You have access to 12 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Finmei"
)
print(result.final_output)
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 Finmei MCP Server
Connect your Finmei account to any AI agent and automate your financial operations through the Model Context Protocol (MCP). Finmei is the ideal companion for freelancers and small businesses that need to track expenses and manage invoices without the complexity of traditional accounting software.
The OpenAI Agents SDK auto-discovers all 12 tools from Finmei through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns — chain multiple agents where one queries Finmei, another analyzes results, and a third generates reports, all orchestrated through the Vinkius.
What you can do
- Expense Tracking — Digitally record and list all business expenses. Fetch details or delete entries directly through natural conversation.
- Tax Management — List and manage your tax types (Tax Rates) to ensure your financial records are always accurate and compliant.
- Payment Monitoring — Keep track of all payments associated with your business. List recent payments or drill down into specific transaction details.
- Business Profiling — Access your business profile metadata to ensure your agent has the right context for generating reports or invoices.
- Global Support — Fetch supported currencies and manage international transactions with support for over 180 currencies.
- Category Organization — Organize your finances by listing and applying expense categories to your records.
The Finmei MCP Server exposes 12 tools through the Vinkius. Connect it to OpenAI Agents SDK 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 Finmei to OpenAI Agents SDK via MCP
Follow these steps to integrate the Finmei MCP Server with OpenAI Agents SDK.
Install the SDK
Run pip install openai-agents in your Python environment
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
Run the script
Save the code above and run it: python agent.py
Explore tools
The agent will automatically discover 12 tools from Finmei
Why Use OpenAI Agents SDK with the Finmei MCP Server
OpenAI Agents SDK provides unique advantages when paired with Finmei through the Model Context Protocol.
Native MCP integration via `MCPServerSse` — pass the URL and the SDK auto-discovers all tools with full type safety
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
Finmei + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Finmei MCP Server delivers measurable value.
Automated workflows: build agents that query Finmei, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents — one queries Finmei, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Finmei tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Finmei to resolve tickets, look up records, and update statuses without human intervention
Finmei MCP Tools for OpenAI Agents SDK (12)
These 12 tools become available when you connect Finmei to OpenAI Agents SDK via MCP:
create_expense
Create a new expense
delete_expense
Delete an expense
delete_payment
Delete a payment
get_expense
Get expense details
get_payment
Get payment details
get_profile
Get business profile
list_categories
List expense categories
list_currencies
List supported currencies
list_expenses
List expenses
list_payments
List payments
list_tax_types
List tax rates
update_expense
Update an expense
Example Prompts for Finmei in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Finmei immediately.
"List my 10 most recent business expenses."
"Add a new expense: 'Monthly Internet Subscription', 50 USD, for today."
"Show me all available tax rates for my account."
Troubleshooting Finmei MCP Server with OpenAI Agents SDK
Common issues when connecting Finmei to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Finmei + OpenAI Agents SDK FAQ
Common questions about integrating Finmei MCP Server with OpenAI Agents SDK.
How does the OpenAI Agents SDK connect to MCP?
MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.Can I use multiple MCP servers in one agent?
MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.Does the SDK support streaming responses?
Connect Finmei 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 Finmei to OpenAI Agents SDK
Get your token, paste the configuration, and start using 12 tools in under 2 minutes. No API key management needed.