Data Science & ML MCP Servers for ChatGPT

Atlan Model Context Protocol server for interacting with Atlan services

Cables to meters, number discarded

88 free engineering calculators: RF link budgets, LoRa/Meshtastic, PCB, solar, homelab. Keyless.

Deterministic MCP for AI agents: drug discovery, ADMET, docking, LNPs, DoE, retrosynthesis, ICH M7

Ciceros to millimeters, number discarded

Instruments for what a model cannot know on its own: time, randomness, DNS, hashes, receipts.

Cubic feet/min to m3/s, number discarded

Cubic feet/s to m3/s, number discarded

Read-only astronomy calculations: sun, moon, planets, eclipses, twilight and star positions.

Causal DAG analysis: backdoor paths, adjustment sets, bias simulation. Validated against dagitty.

Governed decision engine: yes/no, score, choice and rank answers about cases, from past outcomes.

Run one LLM instruction over every row to classify, extract or summarise into new columns.

Interact with your Google Cloud Datastream resources using natural language commands.

Physics-based validation of simulation results: receipts with per-check verdicts, via MCP.

DriftOracle - 15 tools for model/data drift monitoring: PSI, KS-test, alerts, evidence packs.

Fuzzy entity resolution and dedupe for names, addresses, and company records. $0.02/call via x402.

Step-by-step solver for linear/quadratic equations in one variable, signs and ± always right.

Search and query 8,900+ Eurostat datasets covering EU economy, demography, trade and health.

Fahrenheit to kelvin, number discarded

Fair Odds Calculator: the site's own MCP server — dataset; every answer cites the site.

Gallons/min to liters/s, number discarded