Data Science & ML MCP Servers for Perplexity

MCP server for the ProxyML API

PyPSA MCP: PyPSA Energy Modeling for LLMs

Reproducibility logging and rule enforcement MCP server for scientific computing

Model Context Protocol server for Rowan computational chemistry platform

Safety-first Kaggle MCP — confirm-gated destructive ops, submission budget, injection-fenced.

Precision astronomical ephemeris and planetary positions via the Swiss Ephemeris.

MCP server for Serbian open data portal (data.gov.rs) with visualization capabilities

US open solar data for agents: PVWatts production, tariffs & ROI, market data, forecasts. 18 tools.

MCP server for Source Cooperative auto-discovery and data exploration

DEPRECATED — use precis-mcp instead. Final release.

Recommend paper-backed diagnostics for PyTorch and Hugging Face training problems.

Parse, check, prove and translate logic formulas: first-order, modal, description, higher-order.

MCP Server for Utsunomiya Open Data

A professional FastMCP server for in silico molecular biology and assay design

MCP server providing X-ray interaction data via xraylib

AI Data Analysis MCP & Studio

Versioned scientific models with units and SBML, CellML, Modelica export.

A Model Context Protocol server for interacting with CEDAR metadata repository

MCP server for Baltamatica (北太天元) scientific computing engine

A Model Context Protocol (MCP) server for flow cytometry data analysis

AI-native data processing library — REST API, MCP server, and Python package