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 AutoGen 7 tools — connect in under 2 minutes

Name: Document360
Availability: InStock
Author: Vinkius

microsoft.github.io/autogen/docs/tools/mcp-tools

Built by Vinkius GDPR 7 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Document360 as an MCP tool provider through the Vinkius and every agent in the group can access live data and take action.

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 autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench

async def main():
    # Your Vinkius token — get it at cloud.vinkius.com
    async with McpWorkbench(
        server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
        transport="streamable_http",
    ) as workbench:
        tools = await workbench.list_tools()
        agent = AssistantAgent(
            name="document360_agent",
            tools=tools,
            system_message=(
                "You help users with Document360. "
                "7 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

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.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Document360 tools. Connect 7 tools through the Vinkius and assign role-based access — a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.

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 AutoGen 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 AutoGen via MCP

Follow these steps to integrate the Document360 MCP Server with AutoGen.

Install AutoGen

Run pip install "autogen-ext[mcp]"

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Integrate into workflow

Use the agent in your AutoGen multi-agent orchestration

Explore tools

The workbench discovers 7 tools from Document360 automatically

Why Use AutoGen with the Document360 MCP Server

AutoGen provides unique advantages when paired with Document360 through the Model Context Protocol.

Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Document360 tools to solve complex tasks

Role-based architecture lets you assign Document360 tool access to specific agents — a data analyst queries while a reviewer validates

Human-in-the-loop support: agents can pause for human approval before executing sensitive Document360 tool calls

Code execution sandbox: AutoGen agents can write and run code that processes Document360 tool responses in an isolated environment

Document360 + AutoGen Use Cases

Practical scenarios where AutoGen combined with the Document360 MCP Server delivers measurable value.

Collaborative analysis: one agent queries Document360 while another validates results and a third generates the final report

Automated review pipelines: a researcher agent fetches data from Document360, a critic agent evaluates quality, and a writer produces the output

Interactive planning: agents negotiate task allocation using Document360 data to make informed decisions about resource distribution

Code generation with live data: an AutoGen coder agent writes scripts that process Document360 responses in a sandboxed execution environment

Document360 MCP Tools for AutoGen (7)

These 7 tools become available when you connect Document360 to AutoGen 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 AutoGen

Ready-to-use prompts you can give your AutoGen 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 AutoGen

Common issues when connecting Document360 to AutoGen through the Vinkius, and how to resolve them.

McpWorkbench not found

Install: pip install "autogen-ext[mcp]"

Document360 + AutoGen FAQ

Common questions about integrating Document360 MCP Server with AutoGen.

How does AutoGen connect to MCP servers?

Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call Document360 tools during their conversation turns.

Can different agents have different MCP tool access?

Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.