Fig Finance 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 Fig Finance through 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="Fig Finance Assistant",
instructions=(
"You help users interact with Fig Finance. "
"You have access to 12 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Fig Finance"
)
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 Fig Finance MCP Server
Fig Finance is an AI-powered embedded finance platform for emerging markets. This MCP server allows your AI agent to interact with your Fig Finance account flawlessly.
The OpenAI Agents SDK auto-discovers all 12 tools from Fig Finance through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Fig Finance, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
Key Features
- Customer Orchestration — Register and manage customer profiles for real-time credit assessment natively.
- Loan Intelligence — Query tailored loan offers and track application statuses flawlessly through the agent.
- Disbursement Flow — Trigger and monitor fund disbursements for approved loans synchronously.
- Repayment Tracking — Access detailed repayment schedules and status for active loans flawlessly.
- Financial Overview — Monitor your account balance and transaction history flawlessly natively.
- Identity Verification — Verify the authorized application and profile details through the agent flawlessly.
The Fig Finance 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 Fig Finance to OpenAI Agents SDK via MCP
Follow these steps to integrate the Fig Finance 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 Fig Finance
Why Use OpenAI Agents SDK with the Fig Finance MCP Server
OpenAI Agents SDK provides unique advantages when paired with Fig Finance 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
Fig Finance + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Fig Finance MCP Server delivers measurable value.
Automated workflows: build agents that query Fig Finance, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries Fig Finance, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Fig Finance tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Fig Finance to resolve tickets, look up records, and update statuses without human intervention
Fig Finance MCP Tools for OpenAI Agents SDK (12)
These 12 tools become available when you connect Fig Finance to OpenAI Agents SDK via MCP:
apply_for_loan
Apply for a loan on behalf of a customer
create_customer
Register a new customer for lending
disburse_funds
Trigger fund disbursement for an approved loan
get_balance
Get current wallet balance in Fig Finance
get_customer
Get details for a specific customer
get_loan_offers
Get available loan offers for a customer
get_loan_status
Get the current status of a loan
get_me
Get details for the authorized application account
get_repayments
Get the repayment schedule and status for a loan
list_customers
List all customers in your Fig Finance account
list_loans
List all loans in the account
list_transactions
List all financial transactions
Example Prompts for Fig Finance in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Fig Finance immediately.
"List all customers in my Fig Finance account."
"Show me the available loan offers for customer cust_101."
"What is my current account balance?"
Troubleshooting Fig Finance MCP Server with OpenAI Agents SDK
Common issues when connecting Fig Finance to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Fig Finance + OpenAI Agents SDK FAQ
Common questions about integrating Fig Finance 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 Fig Finance 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 Fig Finance to OpenAI Agents SDK
Get your token, paste the configuration, and start using 12 tools in under 2 minutes. No API key management needed.