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AcademyOcean MCP Server for OpenAI Agents SDK 4 tools — connect in under 2 minutes

Built by Vinkius GDPR 4 Tools SDK

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

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="AcademyOcean Assistant",
            instructions=(
                "You help users interact with AcademyOcean. "
                "You have access to 4 tools."
            ),
            mcp_servers=[mcp_server],
        )

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

asyncio.run(main())
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About AcademyOcean MCP Server

Connect your AcademyOcean account to your AI agent to streamline corporate education and employee onboarding. From inviting new learners to auditing course completion rates, your agent handles learning management through natural conversation.

The OpenAI Agents SDK auto-discovers all 4 tools from AcademyOcean through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries AcademyOcean, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

What you can do

  • Learner Management — List all registered learners and easily invite new team members to your academy
  • Course Catalog — Browse available courses and review training materials available in your LMS
  • Progress Tracking — Monitor detailed learner progress, including course starts, lesson completions, and quiz results
  • Team Organization — Manage teams and ensure specific departments are assigned to the right learning paths
  • Automated Reporting — Quickly retrieve training statistics and completion data directly from chat

The AcademyOcean MCP Server exposes 4 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 AcademyOcean to OpenAI Agents SDK via MCP

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

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 4 tools from AcademyOcean

Why Use OpenAI Agents SDK with the AcademyOcean MCP Server

OpenAI Agents SDK provides unique advantages when paired with AcademyOcean 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

AcademyOcean + OpenAI Agents SDK Use Cases

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

01

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

02

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

03

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

04

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

AcademyOcean MCP Tools for OpenAI Agents SDK (4)

These 4 tools become available when you connect AcademyOcean to OpenAI Agents SDK via MCP:

01

get_learner_progress

Get course progress for learners

02

invite_learner

Invite a new learner

03

list_courses

List all available courses

04

list_learners

List all academy learners

Example Prompts for AcademyOcean in OpenAI Agents SDK

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

01

"Check the progress of 'John Doe' in the 'Cybersecurity Basics' course."

Troubleshooting AcademyOcean MCP Server with OpenAI Agents SDK

Common issues when connecting AcademyOcean 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.

AcademyOcean + OpenAI Agents SDK FAQ

Common questions about integrating AcademyOcean 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.

Connect AcademyOcean to OpenAI Agents SDK

Get your token, paste the configuration, and start using 4 tools in under 2 minutes. No API key management needed.