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Clustdoc MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 6 tools to Create Application, Get Application Details, List Applications, and more

Built by Vinkius GDPR 6 Tools SDK

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

Use with Your AI Agent

Ask AI about this App Connector for OpenAI Agents SDK

Open in ChatGPT Open in Claude Open in Perplexity

The Clustdoc app connector for OpenAI Agents SDK is a standout in the Productivity category — giving your AI agent 6 tools to work with, ready to go from day one.

Vinkius delivers Streamable HTTP and SSE to any MCP client

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="Clustdoc Assistant",
            instructions=(
                "You help users interact with Clustdoc. "
                "You have access to 6 tools."
            ),
            mcp_servers=[mcp_server],
        )

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

asyncio.run(main())
Clustdoc
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Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 Clustdoc MCP Server

Connect your Clustdoc account to any AI agent and take full control of your professional client onboarding and automated document collection workflows through natural conversation.

The OpenAI Agents SDK auto-discovers all 6 tools from Clustdoc through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Clustdoc, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

What you can do

  • Application Orchestration — List and manage all active client applications programmatically, including monitoring completion percentages and real-time status changes
  • Document Architecture — Organize and track the collection of critical business documents (KYC, contracts, IDs) by initializing high-fidelity application folders directly from your agent
  • Workflow Intelligence — Access your directory of onboarding processes (templates) to ensure every new client follows the perfect perfectly coordinated legal and operational path
  • Team Coordination — Retrieve directories of organization users and monitor team activities to oversee high-volume onboarding pipelines efficiently
  • Operational Monitoring — Check active webhooks and retrieve specific application metadata directly through your agent for instant auditing and reporting

The Clustdoc MCP Server exposes 6 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.

All 6 Clustdoc tools available for OpenAI Agents SDK

When OpenAI Agents SDK connects to Clustdoc through Vinkius, your AI agent gets direct access to every tool listed below — spanning client-onboarding, document-collection, intake-workflows, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.

create_application

Pass data as a JSON string. Create a new application

get_application_details

Get specific application details

list_applications

List all client applications

list_team_members

List all team members

list_webhooks

List all configured webhooks

list_workflows

List all onboarding workflow processes

Connect Clustdoc to OpenAI Agents SDK via MCP

Follow these steps to wire Clustdoc into OpenAI Agents SDK. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.

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 6 tools from Clustdoc

Why Use OpenAI Agents SDK with the Clustdoc MCP Server

OpenAI Agents SDK provides unique advantages when paired with Clustdoc 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

Clustdoc + OpenAI Agents SDK Use Cases

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

01

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

02

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

03

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

04

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

Example Prompts for Clustdoc in OpenAI Agents SDK

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

01

"List all my active client applications in Clustdoc."

02

"Create a new onboarding file for 'John Doe' using the 'KYC' process."

03

"Show me the list of all onboarding team members."

Troubleshooting Clustdoc MCP Server with OpenAI Agents SDK

Common issues when connecting Clustdoc 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.

Clustdoc + OpenAI Agents SDK FAQ

Common questions about integrating Clustdoc 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.