The topics in a set of documents in one call, with each document's topic mixture. Nothing stored.
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First seen 3 Nov 2026. One server, whatever directories list it: each directory listing keeps its own page and history.
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Directories
Collected by InvokeRank
2
Tools
From an anonymous probe
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Tools
| Tool | Description | Behaviour |
|---|---|---|
| find_topics | Tuatara Topics: find the topics in a set of documents. Returns num_topics topics, each with its words, a label, a description and a weight, plus every document's topic mixture, in one call; a dictionary model's word knowledge guides a probabilistic topic model, so topics are coherent on small sets and short texts. Nothing is trained on or kept from the request. 4 to 500 documents of up to 20,000 characters per call. | Read-only |
| topic_of_document | Tuatara Topics: place one document on the served topic sets — general (Wikipedia-scale) and finance (markets, companies, the economy) — and return the topics it belongs to with their weights, which set placed it, its confidence (the top topic's weight) and on_topic_set (false when nothing served covers the text). Nothing is stored. | Read-only |
| Directory | Listing | Tier | First seen |
|---|---|---|---|
| Official MCP Registry | Tuatara Topics | - | 3 Nov 2026 |