How do I get a DocSumo API Key?

Log in to your DocSumo account, navigate to the API section in your settings, and you can retrieve your unique API Key from there. API access is typically enabled for most plans.

What happens if extraction confidence is low?

DocSumo flags documents with low confidence for manual review. You can use the list_documents_awaiting_review tool to identify these documents directly via the agent.

Does the integration support custom document types?

Yes, as long as you have configured the document types in your DocSumo account, the agent can list them and retrieve extracted data for any of them.

DocSumo MCP Server for Google ADK 10 tools — connect in under 2 minutes

Name: DocSumo
Availability: InStock
Author: Vinkius

google.github.io/adk-docs/tools/mcp-tools

Built by Vinkius GDPR 10 Tools SDK

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

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

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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="docsumo_agent",
    instruction=(
        "You help users interact with DocSumo "
        "using 10 available tools."
    ),
    tools=[mcp_tools],
)

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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 DocSumo MCP Server

Integrate DocSumo, the advanced Intelligent Document Processing (IDP) platform, directly into your AI workflow. Automate the extraction of complex data from invoices, bank statements, and ID cards, monitor your processing pipelines, and retrieve structured results using natural language.

Google ADK natively supports DocSumo 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

Pipeline Oversight — List and retrieve detailed settings and processing statuses for all your document types and IDP workflows.
Data Intelligence — Access the structured data extracted by DocSumo's AI engine, including table layouts and verified fields.
Confidence Monitoring — Identify documents that require manual review due to low extraction confidence scores.
Extraction Auditing — Retrieve a chronological feed of recent extraction results across all your processed document categories.

The DocSumo 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 DocSumo to Google ADK via MCP

Follow these steps to integrate the DocSumo 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 DocSumo via MCP

Why Use Google ADK with the DocSumo MCP Server

Google ADK provides unique advantages when paired with DocSumo 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 DocSumo

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 DocSumo tools with BigQuery, Vertex AI, and Cloud Functions

DocSumo + Google ADK Use Cases

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

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

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

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

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

DocSumo MCP Tools for Google ADK (10)

These 10 tools become available when you connect DocSumo to Google ADK via MCP:

get_docsumo_account_metadata

Retrieve metadata and usage limits for your DocSumo account

get_document_extraction_data

Get the structured data extracted from a specific document

list_docsumo_document_types

List all document types (e.g., invoices, bank statements) configured in DocSumo

list_documents_awaiting_review

Identify documents that require manual review due to low extraction confidence

list_failed_doc_extractions

Identify documents that failed the extraction process (mock logic)

list_latest_extraction_results

Identify the most recently processed documents across all types

list_processed_documents

List all documents processed by DocSumo, optionally filtered by document type

list_successfully_parsed_docs

Identify documents that have been successfully processed and verified

quick_idp_health_audit

Retrieve a high-level summary of document processing activity and success rates

search_documents_by_filename

Search for processed documents using a filename keyword

Example Prompts for DocSumo in Google ADK

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

"List all processed bank statements."

"Show me the extraction results for document 'DOC-5544'."

"Are there any documents that failed to process today?"

Troubleshooting DocSumo MCP Server with Google ADK

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

McpToolset not found

Update: pip install --upgrade google-adk

DocSumo + Google ADK FAQ

Common questions about integrating DocSumo MCP Server with Google ADK.

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.