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Vinkius

Integrate Dataiku DSS with Claude, Cursor, Chatbots & AI Agents MCP Server

Manage data science via Dataiku — list projects and datasets, track pipeline jobs, run automation scenarios, and monitor ML models directly from any AI agent.
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Compatible with every major AI agent and IDE

ClaudeClaude
ChatGPTChatGPT
CursorCursor
GeminiGemini
WindsurfWindsurf
VS CodeVS Code
JetBrainsJetBrains
VercelVercel
+ other MCP clients
dataset

Dataset schema on Dataiku DSS

Get the schema (columns, types) of a specific dataset

get

Get job on Dataiku DSS

Get job state, timing, and outputs

get

Get model on Dataiku DSS

Get saved model metadata, algorithm, and performance metrics

get

Get project on Dataiku DSS

Get project metadata, settings, and tags

get

Get recipe on Dataiku DSS

Get recipe configuration and settings

list

List connections on Dataiku DSS

List all DSS data connections (databases, cloud storage, APIs)

list

List datasets on Dataiku DSS

List all datasets in a project

list

List jobs on Dataiku DSS

List pipeline jobs in a project (build tasks, training runs)

list

List models on Dataiku DSS

List deployed/saved ML models in a project

list

List plugins on Dataiku DSS

List installed DSS plugins

list

List projects on Dataiku DSS

List all DSS projects accessible to the API key

list

List recipes on Dataiku DSS

List all recipes (data transformations) in a project

list

List scenarios on Dataiku DSS

List automation scenarios in a project

run

Run scenario on Dataiku DSS

Trigger a scenario execution (build pipeline, retrain model)

Security & Code Integrity Audit

Every tool in the Dataiku DSS MCP Server is continuously audited by the Vinkius Security Engine. We guarantee zero-trust payload isolation, strict data boundaries, and deterministic execution for enterprise-grade AI agents.

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A+Score: 100

How Vinkius protects your data

Is there a risk of the AI "going crazy" and deleting important company data?

No. With Vinkius, the AI operates on "rails". It can only make the exact moves you authorized in the tool's settings. It cannot invent routes, access other networks in your company, or decide to delete random files. If the action isn't in the approved catalog, the attempt is blocked instantly.

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.

What happens if the underlying API rate limits my agent?

Our edge infrastructure automatically handles backoffs, queueing, and throttling. If an AI agent sends too many erratic requests, Vinkius manages the rate limits gracefully, ensuring your backend doesn't crash.

Does the AI train on my tools or API data?

No. Vinkius enforces a strict Zero-Retention policy. Your data simply passes through our secure servers to complete the requested action and is instantly forgotten. Nothing you do here is ever stored, logged, or used to train any artificial intelligence.

Supported Use Cases for Dataiku DSS

Integrate Dataiku DSS to provide your custom AI agents with direct read and write access to the capabilities listed below.

Cursor Copilot for data science

Integrate the Dataiku DSS server to handle data science requests natively. It provides the schemas required for ChatGPT and Cursor to manage ai frontier data.

Secure ml ops Access for Agents

Use the Dataiku DSS server to execute ml ops operations from your AI agent. The protocol manages state and authentication for continuous ai frontier workflows.

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