Can my agent list all categories in a specific project version?

Yes. Use the 'list_categories' tool. Provide the project version ID, and the agent will retrieve the explicitly attached categories and their physical groupings within that version.

How do I search for a specific topic across my knowledge base via chat?

Provide your search query to the 'search' tool. Your agent will execute immediate semantic queries to discover strictly mapped textual responses and articles active inside your KB.

Can I monitor live traffic metrics through the agent?

Absolutely. Use the 'analytics' tool. You can specify a date range (from/to), and the agent will pull available metrics exposing explicit traffic ranges and visitor interaction stamps for your portal.

Document360 MCP Server for OpenAI Agents SDK 7 tools — connect in under 2 minutes

Name: Document360
Availability: InStock
Author: Vinkius

openai.github.io/openai-agents-python/mcp

Built by Vinkius GDPR 7 Tools SDK

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Document360 through the Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails — no manual schema definitions required.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

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="Document360 Assistant",
            instructions=(
                "You help users interact with Document360. "
                "You have access to 7 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from Document360"
        )
        print(result.final_output)

asyncio.run(main())

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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 Document360 MCP Server

Connect your Document360 portal to any AI agent and take full control of your enterprise knowledge base and documentation workflows through natural conversation.

The OpenAI Agents SDK auto-discovers all 7 tools from Document360 through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns — chain multiple agents where one queries Document360, another analyzes results, and a third generates reports, all orchestrated through the Vinkius.

What you can do

Project & Version Navigation — Analyze specific localized versions mapping exactly which documentation segments exist globally across your portal
Categorical Orchestration — Extract explicitly attached categories bounding physical groupings active inside specific project versions
Article Management — Perform structural extraction of explicit document lists and retrieve raw content texts securely via unique IDs
Semantic Search — Execute immediate semantic queries discovering strictly mapped textual responses active inside your knowledge base
Team & Author Oversight — Retrieve complex RBAC profiles outlining registered authors physically mapped against workspace boundaries
Analytics & Traffic Auditing — Read available metrics exposing explicit traffic ranges and visitor interaction stamps to monitor KB performance

The Document360 MCP Server exposes 7 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 Document360 to OpenAI Agents SDK via MCP

Follow these steps to integrate the Document360 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 7 tools from Document360

Why Use OpenAI Agents SDK with the Document360 MCP Server

OpenAI Agents SDK provides unique advantages when paired with Document360 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

Document360 + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the Document360 MCP Server delivers measurable value.

Automated workflows: build agents that query Document360, process the data, and trigger follow-up actions autonomously

Multi-agent orchestration: create specialist agents — one queries Document360, another analyzes results, a third generates reports

Data enrichment pipelines: stream data through Document360 tools and transform it with OpenAI models in a single async loop

Customer support bots: agents query Document360 to resolve tickets, look up records, and update statuses without human intervention

Document360 MCP Tools for OpenAI Agents SDK (7)

These 7 tools become available when you connect Document360 to OpenAI Agents SDK via MCP:

analytics

Get knowledge base analytics

get_article

Get article content

list_articles

List articles in a category

list_categories

List categories in a version

list_projects

List project versions

list_team

List team accounts

search

Search articles

Example Prompts for Document360 in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Document360 immediately.

"List all versions for my Document360 project"

"Search for 'Single Sign On setup' in my KB"

"Show me knowledge base analytics from the last 30 days"

Troubleshooting Document360 MCP Server with OpenAI Agents SDK

Common issues when connecting Document360 to OpenAI Agents SDK through the Vinkius, and how to resolve them.

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

Document360 + OpenAI Agents SDK FAQ

Common questions about integrating Document360 MCP Server with OpenAI Agents SDK.

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.