Aman Amith Shastry Scientific Computation Mcp

A NumPy-backed server that gives Claude linear algebra and vector calculus operations through a tensor store. You create named matrices and vectors, then run operations like matrix multiplication, QR decomposition, SVD, eigenvalue computation, and basis transformations. The vector calculus tools compute gradients, curls, divergence, and directional derivatives from string expressions, plus there are plotting functions for 2D/3D visualization of vector fields and scalar functions. Good fit when you need symbolic and numerical computation without leaving the chat, especially for educational workflows or quick prototyping of linear transformations. Runs through Smithery's hosted infrastructure, so setup is just dropping config into Claude Desktop.