github analyzed 2ac5ce3

LeonMare/vozclara

github

Multilingual AI study tool. Paste any public video URL to get a structured Knowledge Pack (summary, key ideas, glossary, quiz, transcript with timestamps) in ES/PT/DE/EN. Ships as an MCP server.

maintainer
LeonMare
license
NOASSERTION
first seen
2026-06-13
last seen
2026-06-15
releases · 30d
0
short id
risk59/100 · heuristic grade
C elevated
  • capability exposureinferred+22
  • recent driftinferred+12
  • tool safetyinferred+25

inferred

The A–E grade is our heuristic synthesis — a "review this" prompt, not a verdict. Each factor is tagged by what backs it: attested (a verifiable record), reported (a third party's claim), or inferred (our own heuristic, e.g. permissions). See methodology.

graded 13m ago · see ecosystem CVEs →

risk trajectory1 movements
  • C · 49C · 59
capability exposuregrade factor +22
Inferred surface — each links to servers holding it:
vulnerabilities0 CVEs

no known CVEs for this server.

tool safety4 findings · grade factor +25
  1. highdangerous code

    committed secret: committed .env, Google API key

  2. highexfiltration combovozclara_search_my_library

    single tool reads + sends: net, secrets

  3. highexfiltration combovozclara_ask_video

    single tool reads + sends: net, secrets

  4. highexfiltration combovozclara_export_anki

    single tool reads + sends: net, secrets

skills & danger signalsgithub-tarball
prompt-surface shipped agent-instruction files + hidden-content / dangerous-code findings — quoted from the analyzed source

analyzed commit 2ac5ce3 · analyzer v17 · 2d ago

skills & prompt files 4

danger signals3

other grade factorsevidence elsewhere
embed badgereadme-ready
live risk-grade badge preview [![MCP Observatory risk grade](https://mcpobservatory.com/servers/github:LeonMare/vozclara/badge.svg)](https://mcpobservatory.com/servers/github:LeonMare/vozclara/security)

Heuristic, inferred signals — false positives (legitimately powerful tools, forks, language ports) are expected. Treat each as "review this", not a verdict. See the ecosystem-wide picture on the security hub, or the fleet security of LeonMare.