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PDF.co MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 12 tools to Check Job Status, Extract Pdf Meta, Get Account Info, and more

Built by Vinkius GDPR 12 Tools SDK

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

Use with Your AI Agent

Ask AI about this App Connector for OpenAI Agents SDK

Open in ChatGPT Open in Claude Open in Perplexity

The PDF.co app connector for OpenAI Agents SDK 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
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="PDF.co Assistant",
            instructions=(
                "You help users interact with PDF.co. "
                "You have access to 12 tools."
            ),
            mcp_servers=[mcp_server],
        )

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

asyncio.run(main())
PDF.co
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 PDF.co MCP Server

Connect your PDF.co account to any AI agent and take full control of your document orchestration and data extraction through natural conversation. PDF.co provides a professional-grade suite of tools for PDF manipulation, allowing you to convert files to various formats, perform high-fidelity OCR on scanned images, and manage document security directly from your chat interface.

The OpenAI Agents SDK auto-discovers all 12 tools from PDF.co through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries PDF.co, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

What you can do

  • Document Conversion Orchestration — Convert PDFs and images to plain text, JSON, CSV, or XML programmatically to ensure your data pipelines are always synchronized.
  • High-Fidelity OCR Intelligence — Perform high-resolution OCR on scanned documents and handwritten text directly from the AI interface to extract critical metadata.
  • Data Extraction & Merging — Extract tables and metadata or merge multiple PDF files via natural language to maintain a high-fidelity document repository.
  • Security & Protection Control — Add or remove password protection and manage PDF security settings using simple AI commands.
  • Operational Monitoring — Track background job statuses and manage account balance to ensure your document production is always optimized.

The PDF.co MCP Server exposes 12 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.

All 12 PDF.co tools available for OpenAI Agents SDK

When OpenAI Agents SDK connects to PDF.co through Vinkius, your AI agent gets direct access to every tool listed below — spanning pdf-manipulation, ocr, data-extraction, 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.

check_job_status

Check async job status

extract_pdf_meta

Extract PDF metadata with AI

get_account_info

co account and credit balance. Get account information

merge_pdfs

Merge multiple PDFs

ocr_image

Perform OCR on an image

pdf_to_csv

Convert PDF tables to CSV

pdf_to_json

Convert PDF to structured JSON

pdf_to_text

Convert PDF to plain text

pdf_to_xml

Convert PDF to XML

protect_pdf

Add password to PDF

split_pdf

Split a PDF

unprotect_pdf

Remove password from PDF

Connect PDF.co to OpenAI Agents SDK via MCP

Follow these steps to wire PDF.co into OpenAI Agents SDK. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.

01

Install the SDK

Run pip install openai-agents in your Python environment
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
03

Run the script

Save the code above and run it: python agent.py
04

Explore tools

The agent will automatically discover 12 tools from PDF.co

Why Use OpenAI Agents SDK with the PDF.co MCP Server

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

01

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

02

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

03

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

04

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

PDF.co + OpenAI Agents SDK Use Cases

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

01

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

02

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

03

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

04

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

Example Prompts for PDF.co in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with PDF.co immediately.

01

"Convert the PDF at 'https://example.com/invoice.pdf' to structured JSON."

02

"Convert the uploaded invoice PDF into a structured JSON with all line items extracted."

03

"Merge these 3 quarterly report PDFs into a single document and add page numbers."

Troubleshooting PDF.co MCP Server with OpenAI Agents SDK

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

01

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents
02

Agent not calling tools

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

PDF.co + OpenAI Agents SDK FAQ

Common questions about integrating PDF.co MCP Server with OpenAI Agents SDK.

01

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.
02

Can I use multiple MCP servers in one agent?

Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.
03

Does the SDK support streaming responses?

Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.