Data Science & ML MCP Servers for Claude Desktop

Random English words from the Random Word API. No key required.

JSON in. Chart or Page out. Same picture forever. Scientific plots included.

MCP tools for CRUMB artifacts and Logisim-evolution analysis and non-interactive simulation.

Can this LLM run on my GPU? VRAM, speed ceiling and what fits instead, for any model and GPU.

Roll dice, flip coins, and generate random values locally. No network and no key.

Censorship data, Sentinel forecasts and agent relay tools. Relay messages are readable by the relay.

MCP server for Jetty AI/ML workflow platform

Estimate gender from a first name. No key required.

Convert numbers between bases, make roman numerals, and spell out numbers locally. No network...

MCP server for querying Catalan public open data — 15 portals + radio archive (radioteca.cat): government, Spanish stats, CORA research

Estimate nationality from a first name. No key required.

Statbotics MCP Server

Rosetta/PyRosetta protein modeling and Biotite translation for computational biology

Deterministic MCP solver for real equation systems (<=6 vars), Krawczyk-certified.

Connect AI assistants to openLCA. 35 tools for database search, model building, and LCIA.

MCP server exposing 95 US government open-data tools (EPA, FEMA, USGS, NOAA, FAA, USACE, FDIC, HUD, state licensing boards) as

Prime checks, factors, GCD, and basic statistics computed locally. No network and no key.

927 deterministic algorithms as 57 MCP tools: coupling, value, distance, correlation, reduction.

Read raw lab-instrument files offline: metadata, previews, integrity checks, open-format export.

The Blue Alliance MCP Server

Polish National registry of businesses and other legal entities