MCP.science

Tools · 11

• 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.