FutureVault 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 FutureVault 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="FutureVault Assistant",
instructions=(
"You help users interact with FutureVault. "
"You have access to 12 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from FutureVault"
)
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 FutureVault MCP Server
Connect your FutureVault account to any AI agent to automate your document management and digital vault workflows through the Model Context Protocol (MCP). FutureVault is a secure, high-compliance digital vault platform designed for financial services, wealth management, and high-net-worth individuals. This MCP server enables you to manage your vault directory, retrieve document metadata, and participate in collaborative workflows directly through natural conversation.
The OpenAI Agents SDK auto-discovers all 12 tools from FutureVault through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries FutureVault, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
Key Features
- Vault Orchestration — List all accessible digital vaults and fetch detailed configuration metadata for each.
- Directory Structure — Access and navigate complex folder hierarchies within your vaults to organize sensitive data.
- Document Oversight — List documents within specific folders and retrieve complete metadata (owner, tags, status) for individual files.
- Team & Member Management — Access vault membership lists and detailed profile information for all users with access.
- Role Discovery — List all system roles and permissions to audit your security and access control model.
- Powerful Search — Execute global searches across all vaults for specific documents or folders by name or keyword.
- Real-time Synchronization — Keep your fiduciary document repository accessible to your AI assistant without leaving your primary workspace.
The FutureVault 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 FutureVault to OpenAI Agents SDK via MCP
Follow these steps to integrate the FutureVault 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 FutureVault
Why Use OpenAI Agents SDK with the FutureVault MCP Server
OpenAI Agents SDK provides unique advantages when paired with FutureVault 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
FutureVault + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the FutureVault MCP Server delivers measurable value.
Automated workflows: build agents that query FutureVault, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries FutureVault, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through FutureVault tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query FutureVault to resolve tickets, look up records, and update statuses without human intervention
FutureVault MCP Tools for OpenAI Agents SDK (12)
These 12 tools become available when you connect FutureVault to OpenAI Agents SDK via MCP:
get_document_metadata
Get document details
get_folder_details
Get folder metadata
get_member_details
Get member metadata
get_my_identity
Get current user profile
get_vault_details
Get vault metadata
list_digital_vaults
List all accessible vaults
list_folder_documents
List documents in folder
list_system_roles
List accessible roles
list_vault_folders
List folders in a vault
list_vault_members
List vault members
search_vault_content
Search documents/folders
verify_api_connection
Check connection
Example Prompts for FutureVault in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with FutureVault immediately.
"List all digital vaults I have access to."
"Search for 'Tax Statement' in all my vaults."
"Who are the members of the 'Acme Corporate' vault?"
Troubleshooting FutureVault MCP Server with OpenAI Agents SDK
Common issues when connecting FutureVault to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
FutureVault + OpenAI Agents SDK FAQ
Common questions about integrating FutureVault 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 FutureVault 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 FutureVault to OpenAI Agents SDK
Get your token, paste the configuration, and start using 12 tools in under 2 minutes. No API key management needed.