RiverScript

RiverScript has a Model Context Protocol (MCP) server for reading transcripts and translations that have been shared publicly via a RiverScript share link. It works with ChatGPT, Claude, and any other MCP-compatible client.

Streamable HTTP transport. No authentication — the server only ever reads what a transcript's owner already chose to make public with a share link.

Takes a RiverScript share link — the full URL, or the bare token — and returns the transcript text, along with title, language, and creation date when available.

Works the same way for translations. A shared link may point at either an original transcript or an AI translation; both are returned identically.

A link that is private, expired, or deleted returns a clear "not found" message rather than an error, and never reveals whether it once existed.

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