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 OpenAI Agents SDK 10 tools — connect in under 2 minutes

Name: DocSumo
Availability: InStock
Author: Vinkius

openai.github.io/openai-agents-python/mcp

Built by Vinkius GDPR 10 Tools SDK

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect DocSumo through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with MCPServerStreamableHttp(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as mcp_server:

        agent = Agent(
            name="DocSumo Assistant",
            instructions=(
                "You help users interact with DocSumo. "
                "You have access to 10 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from DocSumo"
        )
        print(result.final_output)

asyncio.run(main())

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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.

The OpenAI Agents SDK auto-discovers all 10 tools from DocSumo through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries DocSumo, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

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 OpenAI Agents SDK 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 OpenAI Agents SDK via MCP

Follow these steps to integrate the DocSumo MCP Server with OpenAI Agents SDK.

Install the SDK

Run pip install openai-agents in your Python environment

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com

Run the script

Save the code above and run it: python agent.py

Explore tools

The agent will automatically discover 10 tools from DocSumo

Why Use OpenAI Agents SDK with the DocSumo MCP Server

OpenAI Agents SDK provides unique advantages when paired with DocSumo through the Model Context Protocol.

Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety

Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure

Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate

First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output

DocSumo + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the DocSumo MCP Server delivers measurable value.

Automated workflows: build agents that query DocSumo, process the data, and trigger follow-up actions autonomously

Multi-agent orchestration: create specialist agents. one queries DocSumo, another analyzes results, a third generates reports

Data enrichment pipelines: stream data through DocSumo tools and transform it with OpenAI models in a single async loop

Customer support bots: agents query DocSumo to resolve tickets, look up records, and update statuses without human intervention

DocSumo MCP Tools for OpenAI Agents SDK (10)

These 10 tools become available when you connect DocSumo to OpenAI Agents SDK 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 OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK 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 OpenAI Agents SDK

Common issues when connecting DocSumo to OpenAI Agents SDK through the Vinkius, and how to resolve them.

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

DocSumo + OpenAI Agents SDK FAQ

Common questions about integrating DocSumo MCP Server with OpenAI Agents SDK.

How does the OpenAI Agents SDK connect to MCP?

Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.