Admit Coach — University Finder

Search 3,500+ US universities, estimate admission chances, check financial aid by income bracket, and build balanced college lists. Free MCP server, no API key required. Data from IPEDS and College Scorecard

The Ultimate Math Engine - Unifying SymPy, NumPy & Matplotlib in one powerful server! Perfect for devs & researchers.

Calculate permeability of porous media using the seepage distance method, derived from the Darcy's law-based formula

A high-performance Model Context Protocol (MCP) server for math-ing whilst vibing with LLMs. Built with Polars, Pandas, NumPy, SciPy, and SymPy for optimal calculation speed and comprehensive mathematical capabilities from basic arithmetic to advanced calculus and linear algebra.

Provides astronomical data such as celestial object positions, rise/set times, and visibility information.

A collection of 19 professional tools for chemical molecular processing based on the Model Context Protocol (MCP).

Provides seamless access to particle physics data from the Particle Data Group (PDG) for AI assistants and applications.

UK property data: crime stats, schools, demographics, valuations, comparables, Ofsted ratings

MCP server for symbolic math derivation, calculation, and verification

Access Wolfram Alpha's computational knowledge engine for expert-level answers and data analysis.