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 Google ADK 7 tools — connect in under 2 minutes

Name: Document360
Availability: InStock
Author: Vinkius

google.github.io/adk-docs/tools/mcp-tools

Built by Vinkius GDPR 7 Tools SDK

Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Document360 as an MCP tool provider through the Vinkius and your ADK agents can call every tool with full schema introspection.

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

from google.adk.agents import Agent
from google.adk.tools.mcp_tool import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import (
    StreamableHTTPConnectionParams,
)

# Your Vinkius token — get it at cloud.vinkius.com
mcp_tools = McpToolset(
    connection_params=StreamableHTTPConnectionParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
    )
)

agent = Agent(
    model="gemini-2.5-pro",
    name="document360_agent",
    instruction=(
        "You help users interact with Document360 "
        "using 7 available tools."
    ),
    tools=[mcp_tools],
)

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

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.

Google ADK natively supports Document360 as an MCP tool provider — declare the Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 7 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.

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 Google ADK 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 Google ADK via MCP

Follow these steps to integrate the Document360 MCP Server with Google ADK.

Install Google ADK

Run pip install google-adk

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Create the agent

Save the code above and integrate into your ADK workflow

Explore tools

The agent will discover 7 tools from Document360 via MCP

Why Use Google ADK with the Document360 MCP Server

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

Google ADK natively supports MCP tool servers — declare a tool provider and the framework handles discovery, validation, and execution

Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Document360

Production-ready features like session management, evaluation, and deployment come built-in — not bolted on

Seamless integration with Google Cloud services means you can combine Document360 tools with BigQuery, Vertex AI, and Cloud Functions

Document360 + Google ADK Use Cases

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

Enterprise data agents: ADK agents query Document360 and cross-reference results with internal databases for comprehensive analysis

Multi-modal workflows: combine Document360 tool responses with Gemini's vision and language capabilities in a single agent

Automated compliance checks: schedule ADK agents to query Document360 regularly and flag policy violations or configuration drift

Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Document360

Document360 MCP Tools for Google ADK (7)

These 7 tools become available when you connect Document360 to Google ADK 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 Google ADK

Ready-to-use prompts you can give your Google ADK 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 Google ADK

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

McpToolset not found

Update: pip install --upgrade google-adk

Document360 + Google ADK FAQ

Common questions about integrating Document360 MCP Server with Google ADK.

How does Google ADK connect to MCP servers?

Import the MCP toolset class and pass the server URL. ADK discovers and registers all tools automatically, making them available to your agent's tool-use loop.

Can ADK agents use multiple MCP servers?

Yes. Declare multiple MCP tool providers in your agent configuration. ADK merges all tool schemas and the agent can call tools from any server in a single turn.

Which Gemini models work best with MCP tools?

Gemini 2.0 Flash and Pro models both support function calling required for MCP tools. Flash is recommended for latency-sensitive use cases, Pro for complex reasoning.