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Vinkius

Maestra MCP Server for Google ADK 8 tools — connect in under 2 minutes

Built by Vinkius GDPR 8 Tools SDK

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

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="maestra_agent",
    instruction=(
        "You help users interact with Maestra "
        "using 8 available tools."
    ),
    tools=[mcp_tools],
)
Maestra
Fully ManagedVinkius Servers
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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 Maestra MCP Server

Connect your Maestra.ai account to any AI agent to automate your media processing workflows. This MCP server enables your agent to upload audio/video files for transcription, translate transcripts into 125+ languages, and generate synthetic AI voiceovers directly from natural language interfaces.

Google ADK natively supports Maestra 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

  • Automated Transcription — Upload media files via public URLs and receive accurate, speaker-aware transcripts instantly
  • Global Translation — Translate existing transcriptions into over 125 different languages to reach a worldwide audience
  • AI Dubbing — Generate high-quality synthetic voiceovers for your media using a wide range of available AI voices
  • Asset Management — List all files in your account, monitor processing statuses, and organize content into folders
  • Result Export — Generate temporary download links for results in formats like SRT, VTT, PDF, and JSON

The Maestra MCP Server exposes 8 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 Maestra to Google ADK via MCP

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

01

Install Google ADK

Run pip install google-adk

02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

03

Create the agent

Save the code above and integrate into your ADK workflow

04

Explore tools

The agent will discover 8 tools from Maestra via MCP

Why Use Google ADK with the Maestra MCP Server

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

01

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

02

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

03

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

04

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

Maestra + Google ADK Use Cases

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

01

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

02

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

03

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

04

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

Maestra MCP Tools for Google ADK (8)

These 8 tools become available when you connect Maestra to Google ADK via MCP:

01

export_transcription_results

Get an export link for a processed file

02

generate_ai_voiceover

Generate a synthetic voiceover for a media file

03

get_file_details

Get details and status for a specific file

04

list_account_folders

List all folders in your account

05

list_available_ai_voices

List all available synthetic AI voices

06

list_maestra_files

List all audio and video files in your Maestra account

07

translate_transcription

Translate an existing transcription into a new language

08

upload_media_for_transcription

Requires a public file URL and target source language. Upload a new file for transcription

Example Prompts for Maestra in Google ADK

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

01

"Upload the video at 'https://example.com/video.mp4' for English transcription in Maestra."

02

"List all available AI voices for French."

03

"Get an SRT export link for file ID 'vid-12345'."

Troubleshooting Maestra MCP Server with Google ADK

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

01

McpToolset not found

Update: pip install --upgrade google-adk

Maestra + Google ADK FAQ

Common questions about integrating Maestra MCP Server with Google ADK.

01

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.
02

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.
03

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.

Connect Maestra to Google ADK

Get your token, paste the configuration, and start using 8 tools in under 2 minutes. No API key management needed.