Software
Updated Oct 6, 2026
Fairspec ships with a software ecosystem so you can adopt the standard from your language of choice, your AI assistant, or a desktop UI.
Validate, infer, and query Fairspec descriptors from Python. Built on top of the data ecosystem with first-class support for pandas and Polars DataFrames.
A fast TypeScript framework with the same API surface as the Python package. Ships an opinionated terminal CLI and adapters for tabular and JSON formats.
Connects AI assistants to the Fairspec framework over the Model Context Protocol. Lets your editor or chat validate datasets, infer schemas, and query tables in plain language.
A desktop application for validating and inferring descriptors through a visual interface. Available for macOS, Windows, and Linux; your files never leave your machine.
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