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Cashboard MCP Server for OpenAI Agents SDK 8 tools — connect in under 2 minutes

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The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Cashboard through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.

Vinkius supports streamable HTTP and SSE.

python
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="Cashboard Assistant",
            instructions=(
                "You help users interact with Cashboard. "
                "You have access to 8 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from Cashboard"
        )
        print(result.final_output)

asyncio.run(main())
Cashboard
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About Cashboard MCP Server

Connect your Cashboard account to any AI agent and take full control of your freelance or small business operations through natural conversation. Streamline time tracking and client invoicing.

The OpenAI Agents SDK auto-discovers all 8 tools from Cashboard through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Cashboard, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

What you can do

  • Invoicing Oversight — List and retrieve details for all client invoices and estimates natively
  • Time Tracking — Access recent time tracking entries to monitor project progress and billable hours
  • Expense Management — List business expenses and associate them with specific projects securely
  • Project Control — Monitor active projects and tasks to ensure delivery timelines are met flawlessly
  • Contact Management — List client and staff contacts to maintain seamless communication
  • Account Visibility — Retrieve core account and subscription information directly within your workspace

The Cashboard MCP Server exposes 8 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 Cashboard to OpenAI Agents SDK via MCP

Follow these steps to integrate the Cashboard MCP Server with OpenAI Agents SDK.

01

Install the SDK

Run pip install openai-agents in your Python environment

02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com

03

Run the script

Save the code above and run it: python agent.py

04

Explore tools

The agent will automatically discover 8 tools from Cashboard

Why Use OpenAI Agents SDK with the Cashboard MCP Server

OpenAI Agents SDK provides unique advantages when paired with Cashboard through the Model Context Protocol.

01

Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety

02

Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure

03

Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate

04

First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output

Cashboard + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the Cashboard MCP Server delivers measurable value.

01

Automated workflows: build agents that query Cashboard, process the data, and trigger follow-up actions autonomously

02

Multi-agent orchestration: create specialist agents. one queries Cashboard, another analyzes results, a third generates reports

03

Data enrichment pipelines: stream data through Cashboard tools and transform it with OpenAI models in a single async loop

04

Customer support bots: agents query Cashboard to resolve tickets, look up records, and update statuses without human intervention

Cashboard MCP Tools for OpenAI Agents SDK (8)

These 8 tools become available when you connect Cashboard to OpenAI Agents SDK via MCP:

01

get_cashboard_account

Retrieve core account and subscription information

02

list_active_projects

List active projects

03

list_business_expenses

List tracked business expenses

04

list_cashboard_contacts

List client and staff contacts

05

list_estimates

List all project estimates

06

list_invoices

List all invoices

07

list_project_tasks

List all project tasks

08

list_time_entries

List recent time tracking entries

Example Prompts for Cashboard in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Cashboard immediately.

01

"Show me my last 5 invoices in Cashboard."

02

"What are my active projects right now?"

03

"List my business expenses from the last 30 days."

Troubleshooting Cashboard MCP Server with OpenAI Agents SDK

Common issues when connecting Cashboard to OpenAI Agents SDK through the Vinkius, and how to resolve them.

01

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents
02

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

Cashboard + OpenAI Agents SDK FAQ

Common questions about integrating Cashboard MCP Server with OpenAI Agents SDK.

01

How does the OpenAI Agents SDK connect to MCP?

Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.
02

Can I use multiple MCP servers in one agent?

Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.
03

Does the SDK support streaming responses?

Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.

Connect Cashboard to OpenAI Agents SDK

Get your token, paste the configuration, and start using 8 tools in under 2 minutes. No API key management needed.