CloudConvert MCP Server for Google ADK 8 tools — connect in under 2 minutes
Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add CloudConvert as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
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="cloudconvert_agent",
instruction=(
"You help users interact with CloudConvert "
"using 8 available tools."
),
tools=[mcp_tools],
)
* 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 CloudConvert MCP Server
Connect your CloudConvert account to any AI agent and take full control of your file conversion and processing through natural conversation. Streamline how you transform over 200 formats including PDF, DOCX, and more.
Google ADK natively supports CloudConvert 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
- Job Oversight — Create and retrieve details for complex file processing jobs with multiple tasks natively
- Conversion Intelligence — Access status and results for specific tasks flawlessly to handle async workflows
- Multi-format Logistics — Automate conversions between hundreds of different file formats securely
- Account Visibility — Retrieve information about your authenticated user profile and remaining credits flawlessly
- Operation Auditing — List available AI-powered operations like optimization and website capture securely
- Webhook Logistics — Monitor configured webhooks for real-time job completion notifications directly within your workspace flawlessly
The CloudConvert 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 CloudConvert to Google ADK via MCP
Follow these steps to integrate the CloudConvert 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 8 tools from CloudConvert via MCP
Why Use Google ADK with the CloudConvert MCP Server
Google ADK provides unique advantages when paired with CloudConvert 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 CloudConvert
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 CloudConvert tools with BigQuery, Vertex AI, and Cloud Functions
CloudConvert + Google ADK Use Cases
Practical scenarios where Google ADK combined with the CloudConvert MCP Server delivers measurable value.
Enterprise data agents: ADK agents query CloudConvert and cross-reference results with internal databases for comprehensive analysis
Multi-modal workflows: combine CloudConvert tool responses with Gemini's vision and language capabilities in a single agent
Automated compliance checks: schedule ADK agents to query CloudConvert regularly and flag policy violations or configuration drift
Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including CloudConvert
CloudConvert MCP Tools for Google ADK (8)
These 8 tools become available when you connect CloudConvert to Google ADK via MCP:
create_conversion_job
Supports over 200 formats. Create a new file conversion or processing job
get_conversion_job_details
Get the status and result of a specific job
get_conversion_task_details
Get detailed information for a specific task
get_my_cloudconvert_profile
Retrieve information about the authenticated user and credits
list_available_conversion_ops
List common operations supported by the CloudConvert API
list_cloudconvert_webhooks
List configured webhooks for job completion notifications
list_conversion_jobs
List all recent conversion jobs
list_conversion_tasks
List all individual tasks across jobs
Example Prompts for CloudConvert in Google ADK
Ready-to-use prompts you can give your Google ADK agent to start working with CloudConvert immediately.
"List my last 5 conversion jobs in CloudConvert."
"What is the status of conversion task 'task_12345'?"
"How many credits do I have left in CloudConvert?"
Troubleshooting CloudConvert MCP Server with Google ADK
Common issues when connecting CloudConvert to Google ADK through the Vinkius, and how to resolve them.
McpToolset not found
pip install --upgrade google-adkCloudConvert + Google ADK FAQ
Common questions about integrating CloudConvert MCP Server with Google ADK.
How does Google ADK connect to MCP servers?
Can ADK agents use multiple MCP servers?
Which Gemini models work best with MCP tools?
Connect CloudConvert with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
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Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect CloudConvert to Google ADK
Get your token, paste the configuration, and start using 8 tools in under 2 minutes. No API key management needed.