Airparser MCP Server for Google ADK 10 tools — connect in under 2 minutes
Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Airparser 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="airparser_agent",
instruction=(
"You help users interact with Airparser "
"using 10 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 Airparser MCP Server
Connect your Airparser account to your AI agent to unlock professional unstructured data extraction and IDP (Intelligent Document Processing). From automatically parsing complex invoices and resumes to auditing extraction schemas and managing automated webhooks, your agent handles your data processing pipeline through natural conversation.
Google ADK natively supports Airparser as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 10 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 Parsing — Upload and parse PDFs, emails (EML/HTML), and images synchronously or asynchronously
- Inbox Management — List and audit your Airparser inboxes to organize different document types and sources
- Schema Orchestration — Retrieve and verify extraction schemas to ensure your structured data matches your database requirements
- Automated Workflows — List and create webhooks to automatically push parsed JSON data to your external applications
- Real-time Status — Monitor document processing statuses and retrieve historical parsing results directly from chat
The Airparser MCP Server exposes 10 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 Airparser to Google ADK via MCP
Follow these steps to integrate the Airparser 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 10 tools from Airparser via MCP
Why Use Google ADK with the Airparser MCP Server
Google ADK provides unique advantages when paired with Airparser 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 Airparser
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 Airparser tools with BigQuery, Vertex AI, and Cloud Functions
Airparser + Google ADK Use Cases
Practical scenarios where Google ADK combined with the Airparser MCP Server delivers measurable value.
Enterprise data agents: ADK agents query Airparser and cross-reference results with internal databases for comprehensive analysis
Multi-modal workflows: combine Airparser tool responses with Gemini's vision and language capabilities in a single agent
Automated compliance checks: schedule ADK agents to query Airparser regularly and flag policy violations or configuration drift
Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Airparser
Airparser MCP Tools for Google ADK (10)
These 10 tools become available when you connect Airparser to Google ADK via MCP:
create_webhook
Add automated data export
delete_webhook
Remove automated export
get_document_details
Get extracted JSON data
get_inbox_details
Get inbox metadata
get_inbox_schema
Get extraction field definitions
list_documents
List documents in inbox
list_inboxes
List Airparser inboxes
list_webhooks
List inbox webhooks
parse_document_async
Parse document in background
parse_document_sync
Parse document immediately
Example Prompts for Airparser in Google ADK
Ready-to-use prompts you can give your Google ADK agent to start working with Airparser immediately.
"List all inboxes in my Airparser account."
"Show me the extraction schema for inbox ID 'abc-123'."
"Check the status of document ID 'doc_98765'."
Troubleshooting Airparser MCP Server with Google ADK
Common issues when connecting Airparser to Google ADK through the Vinkius, and how to resolve them.
McpToolset not found
pip install --upgrade google-adkAirparser + Google ADK FAQ
Common questions about integrating Airparser 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?
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Connect Airparser to Google ADK
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.