practice_question

shallow

com.szymonpaluch/mcp · Verify this server

One question from Szymon Paluch's free, unofficial practice exams for the Claude certifications: ccar-f = Claude Certified Architect – Foundations (60 questions); ccar-p = Claude Certified Architect – Professional (63 questions); ccao-f = Claude Certified Associate – Foundations (60 questions); ccdv-f = Claude Certified Developer – Foundations (53 questions). Choose the exam with `exam` (default ccar-f, Architect – Foundations, which Szymon passed with 833/1000). Returns the scenario, question, options, the correct answer and an explanation; some questions are multiple response and say how many answers to select. Show the question and options first and reveal the answer only after the user has answered. Filter by exam domain (the first result names it; an out-of-range domain lists them all) or ask for a question number. Questions are in English, as on the real exams.

100.0/100

1 trials · measured 2 days ago

practice_question scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.szymonpaluch/mcp, measured 20 Oct 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
open
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-10-20100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: practice_question
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practice_question — Vouch