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 Google ADK 9 tools — connect in under 2 minutes

Name: OpenClassrooms
Availability: InStock
Author: Vinkius

google.github.io/adk-docs/tools/mcp-tools

Built by Vinkius GDPR 9 Tools SDK

Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add OpenClassrooms as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.

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

from google.adk.agents import Agent
from google.adk.tools.mcp_tool import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import (
    StreamableHTTPConnectionParams,
)

# Your Vinkius token. get it at cloud.vinkius.com
mcp_tools = McpToolset(
    connection_params=StreamableHTTPConnectionParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
    )
)

agent = Agent(
    model="gemini-2.5-pro",
    name="openclassrooms_agent",
    instruction=(
        "You help users interact with OpenClassrooms "
        "using 9 available tools."
    ),
    tools=[mcp_tools],
)

Fully ManagedVinkius Servers

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IAMAccess control

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DLPData protection

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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 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.

Google ADK natively supports OpenClassrooms as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 9 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.

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 Google ADK 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 Google ADK via MCP

Follow these steps to integrate the OpenClassrooms MCP Server with Google ADK.

Install Google ADK

Run pip install google-adk

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Create the agent

Save the code above and integrate into your ADK workflow

Explore tools

The agent will discover 9 tools from OpenClassrooms via MCP

Why Use Google ADK with the OpenClassrooms MCP Server

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

Google ADK natively supports MCP tool servers. declare a tool provider and the framework handles discovery, validation, and execution

Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with OpenClassrooms

Production-ready features like session management, evaluation, and deployment come built-in. not bolted on

Seamless integration with Google Cloud services means you can combine OpenClassrooms tools with BigQuery, Vertex AI, and Cloud Functions

OpenClassrooms + Google ADK Use Cases

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

Enterprise data agents: ADK agents query OpenClassrooms and cross-reference results with internal databases for comprehensive analysis

Multi-modal workflows: combine OpenClassrooms tool responses with Gemini's vision and language capabilities in a single agent

Automated compliance checks: schedule ADK agents to query OpenClassrooms regularly and flag policy violations or configuration drift

Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including OpenClassrooms

OpenClassrooms MCP Tools for Google ADK (9)

These 9 tools become available when you connect OpenClassrooms to Google ADK 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 Google ADK

Ready-to-use prompts you can give your Google ADK 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 Google ADK

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

McpToolset not found

Update: pip install --upgrade google-adk

OpenClassrooms + Google ADK FAQ

Common questions about integrating OpenClassrooms MCP Server with Google ADK.

How does Google ADK connect to MCP servers?

Import the MCP toolset class and pass the server URL. ADK discovers and registers all tools automatically, making them available to your agent's tool-use loop.

Can ADK agents use multiple MCP servers?

Yes. Declare multiple MCP tool providers in your agent configuration. ADK merges all tool schemas and the agent can call tools from any server in a single turn.

Which Gemini models work best with MCP tools?

Gemini 2.0 Flash and Pro models both support function calling required for MCP tools. Flash is recommended for latency-sensitive use cases, Pro for complex reasoning.