UniteLabs
How-to

Connect an AI assistant to the docs

Give Claude, Cursor, VS Code or any MCP client direct access to these docs and the API reference of the UniteLabs Python libraries.

The docs run an MCP server at https://docs.unitelabs.io/mcp. Connect your AI assistant to it and the assistant can look up guides, method signatures and class members itself, instead of guessing from what it learned in training. It needs no account and no API key.

Add the server

claude mcp add --transport http unitelabs-docs https://docs.unitelabs.io/mcp

Any other client that speaks MCP over streamable HTTP works with the same URL.

Try it

Ask a question that needs the reference, for example:

Using the UniteLabs docs: which method measures liquid heights on a Hamilton STAR,
and what parameters does it take?

The assistant should call search or get-symbol, find Channels.get_liquid_heights, and answer with its signature and parameters.

What the assistant can call

ToolWhat it returns
searchRanked guide sections and API symbols for a few keywords, each with a link.
get-symbolOne class, function or method: signature, parameters, return value, raised exceptions, examples, docstring, and the guides whose code uses it.
list-membersEvery public method of a class, own and inherited, plus its attributes. Start here for questions like "what can a STAR do?"
list-pagesAll guide pages with title, description and type.
get-pageThe full markdown of one page.

The API reference covers the latest release of the Python SDK, the Liquid Handling SDK, Labware, the Omnibus and the CDK. For an older version, open its entry in the library's changelog, for example the Liquid Handling SDK changelog.

Without MCP

If your tool cannot connect to an MCP server, point it at plain text instead:

  • https://docs.unitelabs.io/llms.txt lists every page with a link to its markdown, plus one API digest per library.
  • An API digest, such as https://docs.unitelabs.io/reference-digest/python-liquid-handling-sdk.md, lists every public module, class and function of the latest release, one line each, with a link to its full entry.
  • https://docs.unitelabs.io/llms-full.txt is every guide page in one file.
  • Copy page at the top of every page copies that page as markdown.

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