Stirling PDF MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 11 tools to Add Watermark, Cert Sign, Get All Requests, and more

Name: Stirling PDF
Price: 29 USD
Availability: InStock
Rating: 5.0 (1 reviews)
Author: Vinkius

GDPR Free for Subscribers

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

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The Stirling PDF MCP Server for OpenAI Agents SDK is a standout in the Productivity category — giving your AI agent 11 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

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+ other MCP clients

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="Stirling PDF Assistant",
            instructions=(
                "You help users interact with Stirling PDF. "
                "You have access to 11 tools."
            ),
            mcp_servers=[mcp_server],
        )

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

asyncio.run(main())

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 Stirling PDF MCP Server

Connect your Stirling PDF instance to any AI agent and take full control of your document workflows through natural conversation. This server allows you to process PDF files, convert formats, and monitor your self-hosted infrastructure.

The OpenAI Agents SDK auto-discovers all 11 tools from Stirling PDF through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Stirling PDF, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

What you can do

Document Manipulation — Add text watermarks with custom opacity and font sizes, or convert images directly into PDF documents.
Digital Security — Sign PDF documents using certificates with specific reasons and location metadata.
Server Monitoring — Track application status, version info, and detailed request metrics (POST/GET) across all endpoints.
Advanced Operations — Use the generic tool runner to access specialized features like merging, splitting, or extracting images from PDFs.
Enterprise Metrics — Access Prometheus metrics for deep observability into your document processing pipeline.

The Stirling PDF MCP Server exposes 11 tools through the Vinkius. Connect it to OpenAI Agents SDK in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 11 Stirling PDF tools available for OpenAI Agents SDK

When OpenAI Agents SDK connects to Stirling PDF through Vinkius, your AI agent gets direct access to every tool listed below — spanning pdf-tools, watermarking, pdf-conversion, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.

add

Add watermark on Stirling PDF

Add a watermark to a PDF document

cert

Cert sign on Stirling PDF

Sign a PDF document with a certificate

get

Get all requests on Stirling PDF

Get POST requests count for all endpoints

get

Get all unique requests on Stirling PDF

Get unique users count for all endpoints

get

Get load on Stirling PDF

Get total count of GET requests

get

Get prometheus metrics on Stirling PDF

Get Prometheus metrics (requires Enterprise tier)

get

Get requests on Stirling PDF

Get total count of POST requests

get

Get status on Stirling PDF

Get application status and version information

get

Get unique requests on Stirling PDF

Get count of unique users for POST requests

img

Img to pdf on Stirling PDF

Convert an image to a PDF document

run

Run generic tool on Stirling PDF

Pass additional parameters as a JSON string. Run any Stirling PDF tool by its ID

Connect Stirling PDF to OpenAI Agents SDK via MCP

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

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 11 tools from Stirling PDF

Why Use OpenAI Agents SDK with the Stirling PDF MCP Server

OpenAI Agents SDK provides unique advantages when paired with Stirling PDF 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

Stirling PDF + OpenAI Agents SDK Use Cases

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

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

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

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

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

Example Prompts for Stirling PDF in OpenAI Agents SDK

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

"Check the current status and version of my Stirling PDF server."

"Add a 'CONFIDENTIAL' watermark to this PDF with 0.5 opacity."

"Convert this image to a PDF document named 'report.pdf'."

Troubleshooting Stirling PDF MCP Server with OpenAI Agents SDK

Common issues when connecting Stirling PDF to OpenAI Agents SDK through 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.

Stirling PDF + OpenAI Agents SDK FAQ

Common questions about integrating Stirling PDF 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.