#Data Science MCP Servers
Discover 18 MCP servers tagged with Data Science on the Vinkius App Catalog.
Dataiku DSS MCP
Manage data science via Dataiku. List projects and datasets, track pipeline jobs, run automation scenarios, and monitor ML models directly from any AI agent.
MLflow (ML Lifecycle Management) MCP
Manage ML lifecycle via MLflow. Track training runs, monitor metrics, and audit the model registry.
Comet ML MCP
Manage machine learning experiments via Comet. Track model metrics, audit project workspaces, and inspect ML run parameters directly from any AI agent.
DataRobot MCP
Manage AutoML via DataRobot. Monitor projects and models, track deployments, and audit ML datasets directly from any AI agent.
Mode Analytics MCP
Manage collaborative data analysis via Mode Analytics. List spaces, query reports, and trigger report runs directly from any AI agent.
Neptune.ai (ML Experiment Tracking) MCP
Manage ML experiments via Neptune.ai. Track training runs, monitor metrics, and audit model versions.
Matrix Operations Engine MCP
Perform exact linear algebra. Multiply, transpose, invert, and compute determinants of massive matrices local. Zero LLM math hallucinations.
T-Test Statistics Engine MCP
Run exact Student's, Welch's, and Paired t-tests local. Get CPU-guaranteed p-values instead of LLM-hallucinated guesses.
RMSE & MAE Calculator MCP
Compute exact Root Mean Square Error (RMSE) and Mean Absolute Error (MAE) for regression models. Stop hallucinating model validation metrics.
ROC AUC Evaluator MCP
Compute the exact Area Under the ROC Curve for binary classification predictions. Local, mathematically perfect, zero LLM estimation.
Normality Test Engine MCP
Test whether your data is normally distributed using Skewness and Kurtosis analysis local. Essential pre-check before running parametric statistical tests.
Time-Series Seasonality Engine MCP
Compute exact Autocorrelation (ACF) to find seasonality lags in time-series data without hallucination.
Chi-Square Test Engine MCP
Run exact Chi-Square independence tests on contingency tables local. Get CPU-guaranteed chi² statistics and p-values for categorical analysis.
Confusion Matrix Engine MCP
Deterministically calculate True Positives, FP, Precision, Recall, F1-Score, and Accuracy local. Stop LLM hallucinations when evaluating model metrics.
SMOTE Oversampling Engine MCP
Balance skewed datasets instantly by generating mathematically sound synthetic minority data points via KNN.
Kaggle Market Intelligence MCP
Transform Kaggle into your primary data science engine. Deploy autonomous agents to intercept trending datasets, track competition discussions, and engage data scientists in real-time.
AB Test Sample Size Calculator MCP
Calculate required sample size, test duration, and peeking risk for A/B experiments.
Test Duration Calculator MCP
Calculate required A/B test duration, sample sizes, and experiment risk levels.