How to Use the Files.com MCP in Google ADK

Q: How do I connect Files.com to my Google ADK agent?

Install the package and initialize the McpToolset with your Vinkius HTTP URL. Pass this toolset directly to your LlmAgent constructor to expose the 8 files-related tools. The agent will immediately have access to your storage directory.

Q: Can I restrict which Files.com tools the Google ADK agent can access?

Yes, you can use the toolnames filter when initializing your McpToolset. This lets you expose only specific tools, like listfolders or getfiledetails, while hiding destructive tools like deletefile.

Connect Gemini's 1M+ token context to your Files.com storage using the enterprise-grade Google ADK MCP Server.

See Vinkius in Action

Works with every AI agent you already use

…and any MCP-compatible client

MCP Servers - Free for Subscribers

Connect Files.com MCP to Google ADK

Create your Vinkius account to connect Files.com to Google ADK and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

GDPR Free for Subscribers

Setup Files.com with Google ADK

Ask AI about this MCP

ChatGPT

Claude

Perplexity

Enterprise Directory Analysis

The `list_users` tool fetches your entire user directory to feed directly into Gemini's long-context window. Because the Google ADK handles massive token inputs, your agent can analyze thousands of user profiles simultaneously. It identifies inactive accounts or missing group assignments in a single pass. This MCP Server integration allows you to cross-reference your Files.com users with BigQuery datasets. Your agent can write SQL queries, pull HR data, and verify that actual permissions match your corporate directory.

High-Context Storage Auditing

The `list_activity_history` tool feeds raw file access logs directly to Vertex AI models for deep threat detection. Your agent reads the entire history log to spot unusual access spikes or unauthorized downloads. It processes weeks of storage events without hitting context limits. Running this on the Google ADK means you can automate compliance reports. The agent scans the logs, flags anomalies, and writes structured summaries back to your storage system.

Automated Directory Structure Management with Google ADK

The `create_folder` tool lets Gemini build organized storage hierarchies based on incoming data streams. When your agent processes a new batch of files, it creates the required directories automatically. There is no need for manual folder setup or scripting. You can also use `list_folders` to verify existing paths before running write operations. This prevents duplicate directories and keeps your cloud storage clean and structured.

Setup guide

Set up Files.com MCP in Google ADK

Prerequisites

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

1

Install Google ADK

Run pip install google-adk to install the Agent Development Kit. MCP support is included via the McpToolset class.
2

Connect via SSE transport

Use McpToolset.from_server() with SseServerParams pointing to your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Create an LlmAgent

Pass the returned mcp_tools list directly to LlmAgent(tools=mcp_tools). The ADK maps each MCP tool to a native Gemini function call — no manual schema definitions required.
4

Run with any Gemini model

The agent works with any Gemini model (gemini-2.0-flash, gemini-2.5-pro, etc.). Copy the full example on the right to get started with Files.com tools in your ADK agent.

agent.py

from google.adk.agents import LlmAgent
from google.adk.tools.mcp_tool.mcp_toolset import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import SseServerParams

# Connect to the MCP via SSE
mcp_tools, exit_stack = await McpToolset.from_server(
    connection_params=SseServerParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    )
)

# Create your agent with auto-discovered tools
agent = LlmAgent(
    name="Files.com_agent",
    model="gemini-2.0-flash",
    instruction="You have access to Files.com tools via MCP.",
    tools=mcp_tools,
)

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Files.com. 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.

Why Choose Vinkius

Vinkius connects your tools to AI with real-time monitoring and automatic cost savings — all from one dashboard.

Connect Files.com now

Real-time monitoring

Live

visibility into every interaction

Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.

Built-in savings

60%

lower AI costs

Vinkius compresses data between your apps and your AI automatically. Lower bills every month — no configuration required.

Single dashboard

One

place for every integration

Every tool your AI connects to, managed from a single screen. One account, complete control.

Common questions about Files.com MCP in Google ADK

Install the package and initialize the `McpToolset` with your Vinkius HTTP URL. Pass this toolset directly to your `LlmAgent` constructor to expose the 8 files-related tools. The agent will immediately have access to your storage directory.

Yes, you can use the `tool_names` filter when initializing your `McpToolset`. This lets you expose only specific tools, like `list_folders` or `get_file_details`, while hiding destructive tools like `delete_file`.

Absolutely. The server outputs structured JSON from tools like `list_activity_history`, which your agent can ingest directly into Gemini's 1M+ token context. This allows for deep analysis of large storage environments.

Vinkius routes all tool calls through a zero-trust V8 Isolate Sandbox. Your API credentials are never exposed to the LLM or stored in plain text, ensuring a secure connection.

The integration processes file metadata and user records in ephemeral environments. No storage directory lists or user details are cached on Vinkius servers, keeping your enterprise data isolated.

Use it with your favorite AI tools

Connect this server to Cursor, Claude, VS Code, and more.

OpenAI Agents SDK sdk-python

Google ADK sdk-python

Pydantic AI sdk-python

Vercel AI SDK sdk-typescript