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Directory / Tuatara Topics
Tuatara Topics
by cymetica.com · https://cymetica.com/mcp/v1/topics
The topics in a set of documents in one call, with each document's topic mixture. Nothing stored.
11 of 11 checks · 3 Nov 2026
Is Tuatara Topics MCP server safe?
- None of the hidden-instruction wordings we know were found in its tool descriptions.
- Its error messages showed no secrets or internal details.
- 1 of its 2 tools are labeled read-only; the others may change or send things.
- Overall it scored 93/100 on 3 Nov 2026.
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What it can do
2 tools, in the server's own words.
find_topicsread-onlyTuatara Topics: find the topics in a set of documents.
topic_of_documentTuatara Topics: place one document on the general topic set (the served model's topics) and return the topics it belongs to with their weights.
Test results
Safe mode: only tools labeled read-only were run. How the test works
- !Ready for the newest MCP versionnote
1 warning
- !Uses an older MCP version (2025-06-18). It works today, but it isn't on the July 2026 version (2026-07-28) yet.
- !Fast enoughnote
3 warnings
- !Connecting took 12.4 s
- !Average tool answer: 4.8 s
- !find_topics: Slowest tool: find_topics (4.8 s): users will notice the wait
- and 1 more
- ✓ConnectsConnected in 12.4 spass
- ✓Lists its toolsFound 2 toolspass
- ✓Every tool is describedAll 2 tools and their inputs are describedpass
- ✓Tools are labeled safe or dangerousEvery tool has a safety labelpass
- ✓No known hidden instructionsNone of the hidden-instruction wordings we know were found in tool descriptions. New wordings can get past this check.pass
- ✓Tools work with good inputspass
All good
- ✓find_topics: Answered with an error, probably because of our sample input: {"code": "INVALID_PARAMETER", "error": "documents must be a non-empty list of strings.", "message": "documents must be a non-empty list of …
- –topic_of_document: Not run: labeled dangerous
- ✓Bad inputs give a clean errorpass
All good
- ✓find_topics: Refused missing required input "documents" with a clear error
- ✓find_topics: Refused wrong type for "documents" with a clear error
- ✓No secrets leakedChecked 3 error messages: no secrets or internal detailspass
- ✓Follows MCP best practices (not scored yet)Tool names, safety labels and tool list size follow the MCP guidepass
- –Tools work togetherNo safe tool returned data to start a chain from, so chains were not tested (not counted either way)not tested
Test it yourself
Free and open source. Same checks, same score.
npx qamcp-cli https://cymetica.com/mcp/v1/topicsShow this score on GitHub
Free for every server in the directory. Paste this into your README: the badge shows the score from our latest test.
[](https://qamcp.dev/s/com-cymetica-tuatara-topics.html)Score over time
- 3 Nov 202693
One test so far. New tests will show here.
Reviews
Coming soon: reviews from people who use Tuatara Topics, signed in with GitHub, one per person. Reviews never change the score.
QAmcp Monitor tests it every hour and emails you when it goes down, the score drops, a tool changes or a secret leaks. Free for 1 server, no card.
Have a concern, or want it removed? Ask us and we'll take it off the list. How the directory works