MCP Servers / other / MCP.science

MCP.science

stdionone★ 133other

A collection of open-source MCP servers designed for scientific research applications.

Install

How to run this server

[ { "cmd": "npx all-contributors", "imports": [] } ]

server path: mcp-science

Tools

What this server exposes

web-fetch

Fetches and processes HTML, PDF and plain-text content from the Web so that the assistant can quote or summarise it.

materials-project

Enables AI assistants to search, visualise and manipulate materials-science data from the Materials Project database.

python-code-execution

Runs Python code snippets in a secure, sandboxed environment with restricted standard-library access.

ssh-exec

Allows an assistant to run pre-validated commands on remote machines over SSH with configurable authentication and command whitelists.

txyz-search

Performs Web, academic and 'best effort' searches via the TXYZ API.

timer

A minimal countdown timer that streams progress updates to demonstrate MCP notifications.

gpaw-computation

Provides density-functional-theory (DFT) calculations through the GPAW package.

jupyter-act

Lets an assistant interact with a running Jupyter kernel, executing notebook cells programmatically.

mathematica-check

Evaluates small snippets of Wolfram Language code through a headless Mathematica instance.

nemad

Neuroscience Model Analysis Dashboard server that exposes tools for inspecting NEMAD data-sets.

tinydb

Provides CRUD access to a lightweight JSON database backed by TinyDB so that an assistant can store and retrieve small pieces of structured data.

Configuration

Environment & auth

authnone

Resources