Aman Amith Shastry Scientific Computation Mcp
by aman-amith-shastrycommunityv1.13.1
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An MCP server for scientific computation over stored tensors, including matrix, vector, and calculus operations. It also provides plotting tools for vector fields and functions.
From the registry: This MCP server enables users to perform scientific computations regarding linear algebra and vect…
Install & configure
Prerequisites
- required
Install in your client
Paste into the AI you're chatting with — it will figure out the rest
Please install the `aman-amith-shastry-scientific-computation-mcp` MCP server into my current AI client (that's you).
Required prerequisites (do these first if not already done):
- **Smithery API key** — Requires a Smithery key to run the server via the Smithery CLI (https://smithery.ai)
Canonical MCP server config (stdio transport):
- command: `npx`
- args: ["-y","@smithery/cli@latest","run","@Aman-Amith-Shastry/scientific_computation_mcp","--key","<your-smithery-api-key>"]
Note: Runs through Smithery CLI. Tool set: tensor storage, linear algebra, vector calculus, visualization.
Add this MCP server to my current client's config in the correct format for you. If you need secrets or credentials I haven't provided, ASK me — do not invent values or leave raw placeholders. After adding it, tell me how to verify the server is connected.Note: Runs through Smithery CLI. Tool set: tensor storage, linear algebra, vector calculus, visualization.
Tools (26)
create_tensor
Creates a new tensor in the tensor store from a name, shape, and values.
view_tensor
Displays the contents of a tensor from the store.
delete_tensor
Deletes a tensor from the tensor store by name.
add_matrices
Adds two compatible matrices.
subtract_matrices
Subtracts two compatible matrices.
multiply_matrices
Multiplies two matrices when dimensions are compatible.
scale_matrix
Scales a matrix by a factor, in place by default.
matrix_inverse
Computes the inverse of a matrix.
transpose
Computes the transpose of a matrix.
determinant
Computes the determinant of a matrix.
rank
Computes the rank of a matrix.
compute_eigen
Calculates eigenvalues and eigenvectors of a matrix.
qr_decompose
Computes the QR factorization of a matrix.
svd_decompose
Computes the singular value decomposition of a matrix.
Environment variables
SMITHERY_API_KEYrequiredAPI key used to install and run the server via Smithery.Remote Endpoints
https://server.smithery.ai/@Aman-Amith-Shastry/scientific_computation_mcp/mcp
type: streamable-http
Details
- Language
- Python
- License
- MIT
- Released
- Sep 12, 2025
- Last commit
- Sep 2, 2025
- Registry name
- ai.smithery/Aman-Amith-Shastry-scientific_computation_mcp
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