How to Use the FutureVault MCP in OpenAI Agents SDK

Q: How does OpenAI Agents SDK search FutureVault content?

The agent sends a query string directly to searchvaultcontent. It then processes the returned list of IDs to fetch specific details for the user.

Q: Can OpenAI Agents SDK manage FutureVault folders?

Yes. It uses listvaultfolders to traverse the hierarchy and getfolderdetails to verify the state of a specific directory.

Q: Does the server support role-based access?

The server exposes listsystemroles so your agent can check permissions before acting. This prevents unauthorized document modifications.

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Connect FutureVault MCP to OpenAI Agents SDK

Create your Vinkius account to connect FutureVault to OpenAI Agents SDK and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup FutureVault with OpenAI Agents SDK

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Automated vault discovery

Your agent maps out organizational structures instantly. By calling `list_digital_vaults` and `list_vault_folders`, the system builds a live index of your document repositories without manual intervention. This provides the foundation for your agent to navigate complex permissions. It knows exactly where files live before attempting to fetch metadata via `get_document_metadata`.

Programmatic content auditing

Stop guessing what is inside your archives. The agent uses `search_vault_content` to perform deep lookups across your storage, ensuring that every result is tied to a specific document ID. Once the relevant items are found, the agent pulls granular details using `get_document_metadata`. This flow keeps your internal records updated without you ever touching the dashboard.

Identity-aware security

Every action your agent takes is tied to a verified identity. It calls `get_my_identity` to confirm its active role before iterating through members with `list_vault_members`. This ensures that the agent respects the boundaries you set. It validates its authority using `list_system_roles` every time it attempts a sensitive operation.

Setup guide

Set up FutureVault MCP in OpenAI Agents SDK

Prerequisites

Python 3.10+ installed
openai-agents package (pip install openai-agents)
Active Vinkius subscription with a valid endpoint token

1

Install the SDK

Run pip install openai-agents to install the OpenAI Agents SDK. The MCP integration is built-in — no extra dependencies needed.
2

Connect via SSE transport

Use MCPServerSse with your Vinkius endpoint URL. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. The SDK auto-discovers all FutureVault tools at runtime.
3

Create your Agent

Pass the MCP to Agent(mcp_servers=[server]). The agent receives FutureVault tools as native definitions — JSON schemas resolve automatically.
4

Run the agent

Call Runner.run(agent, prompt) to execute. The agent invokes the appropriate FutureVault tools and returns structured results. Copy the full example on the right to get started.

agent.py

import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerSse

async def main():
    async with MCPServerSse(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as server:
        agent = Agent(
            name="FutureVault Agent",
            instructions="You have access to FutureVault tools.",
            mcp_servers=[server],
        )
        result = await Runner.run(agent, "List recent transactions")
        print(result.final_output)

asyncio.run(main())

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Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by FutureVault. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about FutureVault MCP in OpenAI Agents SDK

The agent sends a query string directly to `search_vault_content`. It then processes the returned list of IDs to fetch specific details for the user.

Yes. It uses `list_vault_folders` to traverse the hierarchy and `get_folder_details` to verify the state of a specific directory.

It is. The server requires an endpoint token to function, and the agent uses `verify_api_connection` to confirm the handshake is valid before executing any commands.

The server exposes `list_system_roles` so your agent can check permissions before acting. This prevents unauthorized document modifications.

FutureVault enforces strict metadata boundaries. The agent only receives the fields explicitly returned by `get_document_metadata`, keeping raw sensitive files isolated.

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