FileStack MCP Server for Google ADKGive Google ADK instant access to 8 tools to Generate Transform Url, Get Image Tags, Get Metadata, and more

Name: FileStack
Price: 29 USD
Availability: InStock
Rating: 5.0 (1 reviews)
Author: Vinkius

GDPR Free for Subscribers

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

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The FileStack MCP Server for Google ADK is a standout in the Image Video category — giving your AI agent 8 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

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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="filestack_agent",
    instruction=(
        "You help users interact with FileStack "
        "using 8 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 FileStack MCP Server

Connect your Filestack account to any AI agent to handle complex file workflows, from cloud uploads to advanced AI content analysis, through simple commands.

Google ADK natively supports FileStack as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 8 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

Smart Uploads — Upload files directly from any public URL to your Filestack S3 storage using upload_from_url.
AI Intelligence — Automatically extract text from documents (get_ocr), detect objects and features in images (get_image_tags), and check for unsafe content (get_sfw_status).
Image Transformations — Generate optimized CDN URLs for resizing, blurring, or filtering images using generate_transform_url without manual editing.
Video Processing — Initiate and monitor asynchronous video transcoding jobs (start_video_transcode) to convert files into web-ready formats like MP4 or HLS.
Metadata Inspection — Retrieve deep technical details including dimensions, mime types, and file sizes with get_metadata.

The FileStack MCP Server exposes 8 tools through the Vinkius. Connect it to Google ADK in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 8 FileStack tools available for Google ADK

When Google ADK connects to FileStack through Vinkius, your AI agent gets direct access to every tool listed below — spanning file-upload, image-processing, ocr, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.

generate

Generate transform url on FileStack

g., resize=width:400). Does not execute the request, just returns the URL. Generate a Filestack transformation URL

get

Get image tags on FileStack

Detect objects and features in an image

get

Get metadata on FileStack

Get metadata for a Filestack file

get

Get ocr on FileStack

Extract printed or handwritten text (OCR)

get

Get sfw status on FileStack

Detect unsafe content (Safe for Work)

get

Get video status on FileStack

Poll status of a video transcoding job

start

Start video transcode on FileStack

Returns a UUID that must be used to poll for status. Start asynchronous video/audio transcoding

upload

Upload from url on FileStack

Upload a file to Filestack from a public URL

Connect FileStack to Google ADK via MCP

Follow these steps to wire FileStack into Google ADK. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

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 8 tools from FileStack via MCP

Why Use Google ADK with the FileStack MCP Server

Google ADK provides unique advantages when paired with FileStack 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 FileStack

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 FileStack tools with BigQuery, Vertex AI, and Cloud Functions

FileStack + Google ADK Use Cases

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

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

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

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

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

Example Prompts for FileStack in Google ADK

Ready-to-use prompts you can give your Google ADK agent to start working with FileStack immediately.

"Upload this image to Filestack: https://example.com/photo.jpg"

"What objects are detected in the image with handle ABC123XYZ?"

"Convert the video ABC123XYZ to mp4 format."

Troubleshooting FileStack MCP Server with Google ADK

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

McpToolset not found

Update: pip install --upgrade google-adk

FileStack + Google ADK FAQ

Common questions about integrating FileStack 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.