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Parsio MCP Server for Google ADKGive Google ADK instant access to 12 tools to Create Mailbox, Extract Data From File Async, Extract Data From File Sync, and more

Built by Vinkius GDPR 12 Tools SDK

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

Use with Your AI Agent

Ask AI about this App Connector for Google ADK

Open in ChatGPT Open in Claude Open in Perplexity

The Parsio app connector for Google ADK is a standout in the Industry Titans category — giving your AI agent 12 tools to work with, ready to go from day one.

Vinkius delivers Streamable HTTP and SSE to any MCP client

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="parsio_agent",
    instruction=(
        "You help users interact with Parsio "
        "using 12 available tools."
    ),
    tools=[mcp_tools],
)
Parsio
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 Parsio MCP Server

Connect your Parsio.io account to any AI agent and take full control of your document automation and data extraction through natural conversation. Parsio provides a powerful AI-powered parsing engine that transforms unstructured PDF files, images, and emails into structured JSON data directly from your chat interface.

Google ADK natively supports Parsio as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 12 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

  • Document Extraction Orchestration — Upload files (via URL or raw text) and trigger real-time parsing to retrieve structured metadata programmatically.
  • Mailbox Lifecycle Management — List all managed mailboxes and retrieve detailed configuration metadata directly from the AI interface to ensure your data pipelines are always synchronized.
  • Template & Parsing Intelligence — Access and monitor your parsing templates to maintain a clear overview of how your data is being structured via natural language.
  • Historical Data Control — List collected parsed data from specific mailboxes and retrieve granular details for individual documents using simple AI commands.
  • Operational Monitoring — Track system responses and manage webhook metadata to ensure your document automation is always optimized.

The Parsio MCP Server exposes 12 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.

All 12 Parsio tools available for Google ADK

When Google ADK connects to Parsio through Vinkius, your AI agent gets direct access to every tool listed below — spanning ocr, data-extraction, pdf-parsing, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.

create_mailbox

Create a new mailbox

extract_data_from_file_async

Use this for large files or webhook workflows. Start file data extraction (Async)

extract_data_from_file_sync

Extract data from a file immediately (Sync)

extract_data_from_text_async

Start text data extraction (Async)

extract_data_from_text_sync

Extract data from text or HTML (Sync)

get_mailbox

Get details for a specific mailbox

get_parsed_document_result

Retrieve the result of a parsed document

get_template_details

Get template metadata

list_mailbox_templates

List parsing templates for a mailbox

list_mailbox_webhooks

List webhooks for a mailbox

list_mailboxes

List all Parsio mailboxes

list_parsed_data_history

List historical parsed data for a mailbox

Connect Parsio to Google ADK via MCP

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

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 12 tools from Parsio via MCP

Why Use Google ADK with the Parsio MCP Server

Google ADK provides unique advantages when paired with Parsio 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 Parsio

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 Parsio tools with BigQuery, Vertex AI, and Cloud Functions

Parsio + Google ADK Use Cases

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

01

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

02

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

03

Automated compliance checks: schedule ADK agents to query Parsio 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 Parsio

Example Prompts for Parsio in Google ADK

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

01

"List all my Parsio mailboxes."

02

"Show me all parsing templates I have configured and their extraction success rates."

03

"Get the extracted data from the last 5 invoices processed by my Invoice Parser template."

Troubleshooting Parsio MCP Server with Google ADK

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

01

McpToolset not found

Update: pip install --upgrade google-adk

Parsio + Google ADK FAQ

Common questions about integrating Parsio 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.