Bring Data Science
to Google ADK
Create your Vinkius account to connect Dataiku DSS to Google ADK and start using all 14 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
Compatible with every major AI agent and IDE
What is the Dataiku DSS MCP Server?
Connect your Dataiku DSS instance to any AI agent and take full control of your enterprise AI and collaborative data science workflows through natural conversation.
What you can do
- Project & Dataset Exploration — List all accessible DSS projects and retrieve structural extraction of dataset column schemas and types
- Pipeline Orchestration — Monitor build tasks and training runs by listing pipeline jobs and analyzing execution states and timing
- Transformation Auditing — Retrieve explicit configuration structures parsing precise Dataiku recipes (Python, SQL, Visual) to verify data logic
- Automation & Scenarios — List automation scenarios and trigger execution commands to rebuild pipelines or retrain models securely
- Model Monitoring — Identify saved ML models and retrieve detailed performance metrics defining specific trained schema layers
- Admin Oversight — Enumerate installed plugins and data connections (SQL, Cloud Storage, APIs) to verify organizational constraints
How it works
- Subscribe to this server
- Enter your Dataiku Instance URL and API Key (Personal, Project, or Global key)
- Start managing your data science workflows from Claude, Cursor, or any MCP-compatible client
Who is this for?
- Data Scientists — monitor model training and compare dataset schemas without leaving the research flow
- Data Engineers — track pipeline jobs and verify recipe configurations using natural language
- MLOps Teams — trigger automation scenarios and monitor deployed models in real-time
- Analytics Managers — audit project metadata and data connections across the organization
Built-in capabilities (14)
Get the schema (columns, types) of a specific dataset
Get job state, timing, and outputs
Get saved model metadata, algorithm, and performance metrics
Get project metadata, settings, and tags
Get recipe configuration and settings
List all DSS data connections (databases, cloud storage, APIs)
List all datasets in a project
List pipeline jobs in a project (build tasks, training runs)
List deployed/saved ML models in a project
List installed DSS plugins
List all DSS projects accessible to the API key
List all recipes (data transformations) in a project
List automation scenarios in a project
Trigger a scenario execution (build pipeline, retrain model)
Why Google ADK?
Google ADK natively supports Dataiku DSS as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 14 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.
- —
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 Dataiku DSS
- —
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 Dataiku DSS tools with BigQuery, Vertex AI, and Cloud Functions
Dataiku DSS in Google ADK
Why run Dataiku DSS with Vinkius?
The Dataiku DSS connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 14 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.

* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.




Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect Dataiku DSS using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Dataiku DSS and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Dataiku DSS to Google ADK through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
Dataiku DSS for Google ADK
Every request between Google ADK and Dataiku DSS is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
Can my agent trigger a Dataiku automation scenario?
Yes. Use the 'run_scenario' tool. Provide the project key and the scenario ID. The agent will command the backend to orchestrate the absolute workflow rules, triggering a new execution run for your pipeline or model retraining.
How do I check the schema of a specific dataset via chat?
Provide the project key and dataset name to the 'dataset_schema' tool. Your agent will validate the API arrays structurally and return the dataset column names and types natively, helping you understand your data boundaries.
Can I monitor the performance of saved ML models?
Absolutely. Use the 'get_model' tool. Your agent retrieves the metadata and performance metrics defining specific trained schema layers, allowing you to audit model quality and drift without opening the DSS UI.
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.
McpToolset not found
Update: pip install --upgrade google-adk
Explore More MCP Servers
View all →
UnionPay Open Platform
7 toolsBring UnionPay QR Codes and secure global payments to your AI workflow. Handle card verification and online checkout.

Discord Webhook Notifier
1 toolsThis MCP does exactly one thing: it sends messages to your Discord channels. That's its only function, and nothing else. Zero friction, incredible for giving your AI agents a voice.

Black Duck (Synopsys)
10 toolsSecure your open source supply chain via Black Duck — list projects, versions, and vulnerabilities directly from any AI agent.

Fireblocks
40 toolsSecurely manage digital assets, vault accounts, and blockchain transactions via the Fireblocks Digital Asset Platform directly from your AI agent.
