Data Science & ML MCP Servers for DeepSeek Harness

GPU-accelerated MCP server for molecular dynamics, N-body simulations, and particle systems

Inspect, author, validate, and run high-content microscopy workflows.

Irish property due diligence: planning, prices, flood, radon, zoning, BER and crime context.

Local stdio MCP server: publication figures, structure checks and conversions for AI assistants

MLflow MCP — experiments, runs, registered models, versions, traces, assessments (MLflow 3)

Secure Python sandbox for data optimization and Matplotlib rendering via x402 microtransactions.

Airflow MCP — list DAGs/runs/task instances, tail logs, trigger and clear (write-gated)

Execute Python code on Google Colab GPU runtimes (T4/L4) from any MCP client

Query the AIHW in plain English — mortality, cancer, health spend, hospital wait times.

Query Swedish public data: companies, SCB statistics, weather, transport, and more.

Run Hansl/Gretl econometrics workflows via MCP with GUI launch and artifacts.

MCP (Model Context Protocol) server for searching Japanese subsidy information

Cross-client ECharts chart MCP server: data to interactive HTML and inline images.

Design-correct NHANES analysis: survey weights, pooled cycles, CIs and NCHS reliability flags.

Agent-native MCP server for Swiss health insurance premiums.

Local survey workflow and statistical crosstab analysis with auditable evidence

Statistical baselines — check if values are normal or anomalous for a given category.

MCP server for French administration — taxes, URSSAF, CAF, unemployment (ARE), dismissal, CPF, invoices, administrative letters

Math Solver Ai MCP Server by MEOK AI Labs

AI-callable calculators and engineering models with real formulas. No hallucinated math.

NIST ITS-90 thermocouple conversion, all 8 types, cold-junction compensation, NIST-table verified.