Mambu MCP Server for OpenAI Agents SDK 11 tools — connect in under 2 minutes
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Mambu through the Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails — no manual schema definitions required.
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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="Mambu Assistant",
instructions=(
"You help users interact with Mambu. "
"You have access to 11 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Mambu"
)
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 Mambu MCP Server
The Mambu MCP server allows you to interact with your Mambu tenant. You can list and get details for clients, loan accounts, deposit accounts, transactions, tasks, activities, and communications. This integration uses the Mambu v2 REST API to provide a seamless experience for managing your banking operations. Your token is encrypted at rest and injected securely at runtime.
The OpenAI Agents SDK auto-discovers all 11 tools from Mambu through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns — chain multiple agents where one queries Mambu, another analyzes results, and a third generates reports, all orchestrated through the Vinkius.
The Mambu MCP Server exposes 11 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 Mambu to OpenAI Agents SDK via MCP
Follow these steps to integrate the Mambu 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 11 tools from Mambu
Why Use OpenAI Agents SDK with the Mambu MCP Server
OpenAI Agents SDK provides unique advantages when paired with Mambu 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
Mambu + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Mambu MCP Server delivers measurable value.
Automated workflows: build agents that query Mambu, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents — one queries Mambu, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Mambu tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Mambu to resolve tickets, look up records, and update statuses without human intervention
Mambu MCP Tools for OpenAI Agents SDK (11)
These 11 tools become available when you connect Mambu to OpenAI Agents SDK via MCP:
get_client
Get details for a specific Mambu client
get_deposit_account
Get details for a specific Mambu deposit account
get_loan_account
Get details for a specific Mambu loan account
get_task
Get details for a specific Mambu task
list_activities
List Mambu activities
list_clients
List Mambu clients
list_communications
List Mambu communications
list_deposit_accounts
List Mambu deposit accounts
list_loan_accounts
List Mambu loan accounts
list_tasks
List Mambu tasks
list_transactions
List Mambu transactions
Example Prompts for Mambu in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Mambu immediately.
"List all clients in Mambu"
"Show details for client with ID 12345"
"List my tasks in Mambu"
Troubleshooting Mambu MCP Server with OpenAI Agents SDK
Common issues when connecting Mambu to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Mambu + OpenAI Agents SDK FAQ
Common questions about integrating Mambu 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 Mambu 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 Mambu to OpenAI Agents SDK
Get your token, paste the configuration, and start using 11 tools in under 2 minutes. No API key management needed.