Can I track completion rates across my entire team at once?

Yes. List all students associated with your partner API key, then ask your agent to summarize each student's completion percentage and pending projects. Get a full team progress report in a single conversation — no spreadsheets, no manual exports from the OpenClassrooms dashboard.

What data do I get about mentoring sessions?

The agent pulls session date, time, mentor name, session status (completed, scheduled, or missed), and the student linked to each session. This is useful for auditing mentorship quality and identifying students who are missing their scheduled sessions.

Is this API available to everyone or only to OpenClassrooms partners?

The OpenClassrooms API is restricted to approved partners. You need an active partnership agreement with OpenClassrooms to obtain production API credentials. If you're already a partner, your account manager can provide the API key. This integration is designed for organizations using OpenClassrooms for team training.

OpenClassrooms MCP Server for AutoGen 9 tools — connect in under 2 minutes

Name: OpenClassrooms
Availability: InStock
Author: Vinkius

microsoft.github.io/autogen/docs/tools/mcp-tools

Built by Vinkius GDPR 9 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add OpenClassrooms as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.

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Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with McpWorkbench(
        server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
        transport="streamable_http",
    ) as workbench:
        tools = await workbench.list_tools()
        agent = AssistantAgent(
            name="openclassrooms_agent",
            tools=tools,
            system_message=(
                "You help users with OpenClassrooms. "
                "9 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())

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* 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 OpenClassrooms MCP Server

Connect your OpenClassrooms partner account to any AI agent and get full visibility into courses, student progress, and diploma paths — all through natural conversation.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use OpenClassrooms tools. Connect 9 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.

What you can do

Course Catalog — List available courses, search by keyword (React, Python, Data Science), and view detailed syllabi with skill competencies
Diploma Paths — Browse career-focused paths with all required courses, projects, and estimated completion times
Student Tracking — List enrolled students under your partner account and check individual progress including project validations and completion percentages
Mentoring Sessions — View past and upcoming mentoring sessions with session dates, mentors, and status
Certificates — Retrieve verified completion certificates for any student with public verification IDs

The OpenClassrooms MCP Server exposes 9 tools through the Vinkius. Connect it to AutoGen 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 OpenClassrooms to AutoGen via MCP

Follow these steps to integrate the OpenClassrooms MCP Server with AutoGen.

Install AutoGen

Run pip install "autogen-ext[mcp]"

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Integrate into workflow

Use the agent in your AutoGen multi-agent orchestration

Explore tools

The workbench discovers 9 tools from OpenClassrooms automatically

Why Use AutoGen with the OpenClassrooms MCP Server

AutoGen provides unique advantages when paired with OpenClassrooms through the Model Context Protocol.

Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use OpenClassrooms tools to solve complex tasks

Role-based architecture lets you assign OpenClassrooms tool access to specific agents. a data analyst queries while a reviewer validates

Human-in-the-loop support: agents can pause for human approval before executing sensitive OpenClassrooms tool calls

Code execution sandbox: AutoGen agents can write and run code that processes OpenClassrooms tool responses in an isolated environment

OpenClassrooms + AutoGen Use Cases

Practical scenarios where AutoGen combined with the OpenClassrooms MCP Server delivers measurable value.

Collaborative analysis: one agent queries OpenClassrooms while another validates results and a third generates the final report

Automated review pipelines: a researcher agent fetches data from OpenClassrooms, a critic agent evaluates quality, and a writer produces the output

Interactive planning: agents negotiate task allocation using OpenClassrooms data to make informed decisions about resource distribution

Code generation with live data: an AutoGen coder agent writes scripts that process OpenClassrooms responses in a sandboxed execution environment

OpenClassrooms MCP Tools for AutoGen (9)

These 9 tools become available when you connect OpenClassrooms to AutoGen via MCP:

certificats_etudiant

Consulter les certificats de réussite obtenus par un étudiant

consulter_cours

Consulter le détail profond d'un cours spécifique

consulter_parcours

Consulter la taxonomie détaillée d'un parcours diplômant spécifique

lister_cours

Lister les cours disponibles sur OpenClassrooms (Pagination active)

lister_etudiants

Lister les étudiants inscrits sous cette clé d'API (Partenaires)

lister_parcours

Lister l'intégralité des parcours diplômants OpenClassrooms

progression_etudiant

Consulter la progression précise d'un étudiant métier

rechercher_cours

Rechercher des cours OpenClassrooms dynamiquement par mots-clés

sessions_mentorat

Lister les sessions de mentorat vidéo programmées

Example Prompts for OpenClassrooms in AutoGen

Ready-to-use prompts you can give your AutoGen agent to start working with OpenClassrooms immediately.

"Search for courses about Python data analysis."

"How is Maria Silva progressing in her diploma path?"

"Which students have earned certificates this month?"

Troubleshooting OpenClassrooms MCP Server with AutoGen

Common issues when connecting OpenClassrooms to AutoGen through the Vinkius, and how to resolve them.

McpWorkbench not found

Install: pip install "autogen-ext[mcp]"

OpenClassrooms + AutoGen FAQ

Common questions about integrating OpenClassrooms MCP Server with AutoGen.

How does AutoGen connect to MCP servers?

Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call OpenClassrooms tools during their conversation turns.

Can different agents have different MCP tool access?

Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.