Data Science & ML MCP Servers for HTTP / API

Optical design, simulation and analysis with GPU-powered ray tracing. Import from Zemax and CAD.

AI-powered life cycle assessment and modelling: connect to LCA databases, build and analyze systems

Which open models fit your GPU or Mac, measured. Model momentum, GPU rental prices, weekly pick.

MCP for 8,700+ current AI jobs. 13 tools: search, match, salaries, companies, commerce quotes.

Precision math engine for AI agents. 203 exact methods. Zero hallucination.

Astronomical units to kilometers, number discarded

Atmospheres to PSI, number discarded

Read Physical AI datasets, projects, fleet and quality data. Requires authorized Avala access.

Protein analysis: ESM-2/ESMC embeddings, mutation scoring, landscape scans, ESMFold structure.

Bar to atmospheres, number discarded

Korean NLP MCP server: morphological analysis, tokenization, spell & grammar checking (Bareun)

Barye to pascals, number discarded

Build, run and analyse block-diagram simulations: PID, Bode, FFT, optimisation and code export.

Board feet to cubic meters, number discarded

Brake horsepower to kW, number discarded

BTU to kilojoules, number discarded

BTU to watt-hours, number discarded

Buddhist era year from UTC

Buddhist year band

Cables to meters, number discarded

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