Data Science & ML MCP Servers for Windsurf (legacy)

Local ML: speech to text (SRT/VTT), text embeddings, reranking, similarity, entities, zero-shot.

Evaluate mathematical expressions and propagate measurement uncertainty.

US fluid ounces to milliliters, number discarded

US gallons to liters

Watts to horsepower

Yards to meters

36 free private calculator tools for Claude. No accounts, no data leaves your session.

Run FDS, OpenFOAM, CalculiX and other engineering simulations on cloudHPC from your AI assistant.

Upload spreadsheets, get plain-English analysis with real computed charts and quality scores.

Estimate theoretical and OEE-adjusted annual battery line capacity.

Generate fictional names and sample identity profiles for prototypes, QA, demos, and creative work.

Exact utilities for agents: time zones, date math, business days, calculator, units, validation.

Exact polynomial checks, sparse expansion and verified rule memory. Local MCP tools, no model key.

Add-on for your AI: formulate leave-on cosmetics on the NanoBase™ raw material with TDA logic.

Sentiment, language detection, readability, keywords, summaries and profanity filtering

Watts, volts, amps, kWh and electricity cost calculator tools for AI assistants.

Which parts of an ML need Hugging Face already covers. Every model and dataset checked live.

A physics verifier for Super Intelligence. Every answer comes with a cryptographic proof.