Bring Ocr
to Google ADK
Learn how to connect Parsio to Google ADK and start using 12 AI agent tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code.
What is the 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.
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.
How it works
1. Subscribe to this server
2. Enter your Parsio API Key from your account settings
3. Start managing your document parsing from Claude, Cursor, or any MCP-compatible client
No more manual data entry from invoices or forms. Your AI acts as a dedicated document analyst or data processing coordinator.
Who is this for?
- Operations Managers — quickly retrieve parsed summaries from high volumes of forms without switching apps.
- Finance Teams — automate the extraction of data from invoices and receipts via natural conversation.
- Developers — integrate real-time document parsing and structured data retrieval directly within the chat.
Built-in capabilities (12)
Create a new mailbox
Use this for large files or webhook workflows. Start file data extraction (Async)
Extract data from a file immediately (Sync)
Start text data extraction (Async)
Extract data from text or HTML (Sync)
Get details for a specific mailbox
Retrieve the result of a parsed document
Get template metadata
List parsing templates for a mailbox
List webhooks for a mailbox
List all Parsio mailboxes
List historical parsed data for a mailbox
Why Google ADK?
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.
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Google ADK natively supports MCP tool servers. declare a tool provider and the framework handles discovery, validation, and execution
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Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Parsio
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Production-ready features like session management, evaluation, and deployment come built-in. not bolted on
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Seamless integration with Google Cloud services means you can combine Parsio tools with BigQuery, Vertex AI, and Cloud Functions
Parsio in Google ADK
Parsio and 3,400+ other MCP servers. One platform. One governance layer.
Teams that connect Parsio to Google ADK through Vinkius don't need to source, host, or maintain individual MCP servers. Every tool call runs inside a hardened runtime with credential isolation, DLP, and a signed audit chain.
Raw MCP | Vinkius | |
|---|---|---|
| Server catalog | Find and host yourself | 3,400+ managed |
| Infrastructure | Self-hosted | Sandboxed V8 isolates |
| Credential handling | Plaintext in config | Vault + runtime injection |
| Data loss prevention | None | Configurable DLP policies |
| Kill switch | None | Global instant shutdown |
| Financial circuit breakers | None | Per-server limits + alerts |
| Audit trail | None | Ed25519 signed logs |
| SIEM log streaming | None | Splunk, Datadog, Webhook |
| Honeytokens | None | Canary alerts on leak |
| Custom domains | Not applicable | DNS challenge verified |
| GDPR compliance | Manual effort | Automated purge + export |
Why teams choose Vinkius for Parsio in Google ADK
The Parsio 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. All 12 tools execute in hardened sandboxes optimized for native MCP execution.
Your AI agents in Google ADK only access the data you authorize, with DLP that blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade infrastructure, zero maintenance.
* 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
How Vinkius secures
Parsio for Google ADK
Every tool call from Google ADK to the Parsio MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.
Frequently asked questions
Can my AI automatically find the parsed results for a specific invoice URL?
Yes! Use the upload_file_sync tool. Provide the file URL and the Mailbox ID, and your agent will respond with the structured JSON data extracted from the document in seconds.
How do I find my Parsio API Key?
Log in to your Parsio account, navigate to Account Settings > API, and you will find your unique secret API key there.
Does it support hand-written text recognition?
Absolutely. Parsio's AI-powered OCR engine is designed to handle both printed and hand-written text from scanned images and PDFs with high accuracy.
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.
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Update: pip install --upgrade google-adk