io.github.thinkfiveable/fiveable-ap-students

Est-ce que io.github.thinkfiveable/fiveable-ap-students est sûr ?

Au dernier audit MCP Hub, le serveur MCP « io.github.thinkfiveable/fiveable-ap-students » est classé « Non encore testé ». Référencé dans l'annuaire. Seul le pentest comportemental fait foi, et il n'a pas encore été exécuté sur ce serveur. Le verdict est réévalué en continu ; consultez la fiche pour l'état à jour.

Méthode : MCP Hub analyse la description de chaque outil (couche 1) et, pour le verdict fort, exécute le serveur dans une micro-VM isolée avec leurres et réseau bloqué (couche 2). On publie des noms et des compteurs, jamais le contenu brut renvoyé par un outil.

Les 38 outils

• calculate_ap_score≈ 467 tokens

  Predicts a 1-5 AP score from raw section scores using Fiveable's per-subject score calculator, and explains the weighting. Call with no sectionScores to see which sections the subject has and their point maximums, then call again with the student's scores. Cheap.

  Paramètres, retour & exemple (3)

  Paramètres

  • intent · string · optionnel · explain | quiz | notes | frq | research
    Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.
  • subjectSlug · string · requis
    Fiveable subject slug, e.g. "ap-bio".
  • sectionScores · array · optionnel
    Raw scores per card. Omit to discover the subject's card structure first.

  Exemple d'appel

  {"name": "calculate_ap_score", "arguments": {"subjectSlug": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• check_practice_answer≈ 384 tokens

  Checks one multiple-choice practice answer and returns correctness plus the Fiveable explanation. Works during an anonymous preview but does not save progress. A signed-in answer submission is required for saved progress.

  Paramètres, retour & exemple (3)

  Paramètres

  • answer · string · requis
    Displayed option label such as "B", or the full answer text.
  • intent · string · optionnel · explain | quiz | notes | frq | research
    Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.
  • questionId · string · requis
    Question id from get_practice_questions.

  Exemple d'appel

  {"name": "check_practice_answer", "arguments": {"answer": "texte", "questionId": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• create_study_plan≈ 430 tokens

  Creates and saves a trackable Fiveable study plan from the student's topic and available time. Included for signed-in students; uses Fiveable's existing generator and verified resource catalog. Returns a plan id immediately while the plan builds, usually within two minutes — read it with get_study_plan, which reports whether it is still building. Reuse requestId with identical input to retry; never call this twice for the same plan.

  Paramètres, retour & exemple (5)

  Paramètres

  • scope · string · requis
  • timeUnit · string · requis · hours | days
  • requestId · string · requis
    Unique id for this intended action. Reuse it with identical input on retries.
  • timeAmount · integer · requis
  • subjectSlug · string · requis

  Exemple d'appel

  {"name": "create_study_plan", "arguments": {"scope": "texte", "timeUnit": "hours", "requestId": "texte", "timeAmount": 1, "subjectSlug": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• get_assignment_summary≈ 311 tokens

  Reads one student-accessible publication's instructions, section counts, timer/due-date settings and released feedback for the policy-selected owned attempt. Does not expose questions or answer keys, finalize timers, repair grading, start, autosave or submit work. Accepts a publicationId from the connected student's assignment listing.

  Paramètres, retour & exemple (1)

  Paramètres

  • publicationId · string · requis

  Exemple d'appel

  {"name": "get_assignment_summary", "arguments": {"publicationId": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• get_cheatsheet≈ 341 tokens

  Reads bounded pages from a prepared official Fiveable PDF, returning page citations, extracted text and actual page images for formulas and diagrams. Image-only pages have no guessed transcription. Unavailable artifacts return the approved PDF link. This read never starts processing.

  Paramètres, retour & exemple (3)

  Paramètres

  • page · integer · requis
  • limit · integer · requis
  • cheatsheetId · string · requis

  Exemple d'appel

  {"name": "get_cheatsheet", "arguments": {"page": 1, "limit": 1, "cheatsheetId": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• get_content_sections≈ 486 tokens

  Returns a small set of Fiveable study-guide passages relevant to one question. Suitable for narrow explanations, research questions and checking student notes. One call consumes one full-content preview for a caller without existing access.

  Paramètres, retour & exemple (6)

  Paramètres

  • query · string · requis
    The concept or question the student needs help with.
  • intent · string · optionnel · explain | quiz | notes | frq | research
    Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.
  • guideSlug · string · optionnel
    Optional exact guide reference from get_subject_outline or search_content.
  • subjectSlug · string · requis
    Fiveable subject slug, e.g. "ap-bio". A course name such as "AP Biology" also resolves.
  • maximumTokens · integer · requis
  • maximumSections · integer · requis

  Exemple d'appel

  {"name": "get_content_sections", "arguments": {"query": "texte", "subjectSlug": "texte", "maximumTokens": 1, "maximumSections": 1}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• get_diagnostic_results≈ 384 tokens

  Reads an owner-scoped Fiveable diagnostic. In-progress sessions return progress and the current question without answer keys; completed sessions return the adaptive diagnostic summary and recommendations.

  Paramètres, retour & exemple (2)

  Paramètres

  • intent · string · optionnel · explain | quiz | notes | frq | research
    Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.
  • sessionToken · string · requis

  Exemple d'appel

  {"name": "get_diagnostic_results", "arguments": {"sessionToken": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• get_exam_options≈ 326 tokens

  Find Fiveable exam formats, access requirements and website links without questions or answer keys. Choose a subject for version choices; add unitNumber to verify that unit's current bank and standard format. With progress:read consent, includes only genuine server-saved continuation links. Browser-only progress is not remotely recoverable.

  Paramètres, retour & exemple (2)

  Paramètres

  • unitNumber · integer · optionnel
  • subjectSlug · string · optionnel

  Exemple d'appel

  {"name": "get_exam_options", "arguments": {"unitNumber": 1, "subjectSlug": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• get_exam_results≈ 313 tokens

  Read an owned completed exam using attemptId, or safely check a submitted exam using submissionId. Supply exactly one. Pending or partial grading returns status only, never unfinished scores or feedback. Honors practice resets and cannot dispatch scoring, finalize submissions or retrieve active exam content.

  Paramètres, retour & exemple (2)

  Paramètres

  • attemptId · string · optionnel
  • submissionId · string · optionnel

  Exemple d'appel

  {"name": "get_exam_results", "arguments": {"attemptId": "texte", "submissionId": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• get_frq≈ 368 tokens

  Returns one full, original Fiveable FRQ prompt: stimulus, background and every lettered part with its point value. The returned prompt is eligible for Fiveable's saved scoring workflow after the student writes a response. It consumes one full-content preview unless existing access covers this FRQ. Moderate cost — 1-4k tokens.

  Paramètres, retour & exemple (2)

  Paramètres

  • frqId · string · requis
    FRQ id from list_frqs.
  • intent · string · optionnel · explain | quiz | notes | frq | research
    Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.

  Exemple d'appel

  {"name": "get_frq", "arguments": {"frqId": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• get_frq_attempt_history≈ 332 tokens

  Returns the signed-in student's previous attempts at a single FRQ, so you can compare a new response against what they wrote before and comment on improvement.

  Paramètres, retour & exemple (2)

  Paramètres

  • frqId · string · requis
    FRQ id from list_frqs.
  • intent · string · optionnel · explain | quiz | notes | frq | research
    Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.

  Exemple d'appel

  {"name": "get_frq_attempt_history", "arguments": {"frqId": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• get_key_term≈ 396 tokens

  Returns the full definition, context and related terms for one AP key term. Use when a student asks "what does X mean" for AP vocabulary. Cheap — usually under 1k tokens.

  Paramètres, retour & exemple (3)

  Paramètres

  • intent · string · optionnel · explain | quiz | notes | frq | research
    Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.
  • termSlug · string · requis
    Key term slug or the term itself, e.g. "natural-selection".
  • subjectSlug · string · requis
    Fiveable subject slug, e.g. "ap-bio" or "apush". The course name or a close approximation such as "ap-biology" also resolves. Use list_subjects to find it.

  Exemple d'appel

  {"name": "get_key_term", "arguments": {"termSlug": "texte", "subjectSlug": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• get_my_access≈ 260 tokens

  Explains which features this account can use for one subject and its remaining MCP previews. Does not return billing information or change access.

  Paramètres, retour & exemple (1)

  Paramètres

  • subjectSlug · string · requis

  Exemple d'appel

  {"name": "get_my_access", "arguments": {"subjectSlug": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• get_my_frq_progress≈ 360 tokens

  Returns the signed-in student's saved free-response attempts for one subject, including scores where they were graded and recent scoring-point weak areas. Use it to see what a student has already practiced and where they are losing points before recommending what to work on next.

  Paramètres, retour & exemple (2)

  Paramètres

  • intent · string · optionnel · explain | quiz | notes | frq | research
    Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.
  • subjectSlug · string · requis
    Subject slug, e.g. "ap-bio".

  Exemple d'appel

  {"name": "get_my_frq_progress", "arguments": {"subjectSlug": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• get_my_practice_history≈ 305 tokens

  Reads a bounded page of your saved self-study MCQ answers with current question explanations. Honors practice resets. Does not save, score, or consume a content preview.

  Paramètres, retour & exemple (3)

  Paramètres

  • limit · integer · requis
  • cursor · string · optionnel
  • subjectSlug · string · requis

  Exemple d'appel

  {"name": "get_my_practice_history", "arguments": {"limit": 1, "subjectSlug": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• get_my_study_progress≈ 405 tokens

  Returns the signed-in student's durable Fiveable progress for one subject: multiple-choice accuracy, weak topics and units, FRQ performance, skill groups and recent activity, respecting the website progress reset. Also includes completed exams, plus assignment and study-plan summaries when their separate permissions are granted. Call this before choosing what to explain or practice so recommendations carry across conversations and AI clients.

  Paramètres, retour & exemple (2)

  Paramètres

  • intent · string · optionnel · explain | quiz | notes | frq | research
    Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.
  • subjectSlug · string · requis
    Fiveable subject slug, e.g. "ap-bio".

  Exemple d'appel

  {"name": "get_my_study_progress", "arguments": {"subjectSlug": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• get_practice_questions≈ 1260 tokens

  Returns original, course-specific multiple-choice practice questions. Free-text topics are matched against Fiveable's course map, so natural phrasing works. Omit topic to get balanced practice across the whole subject, with varied units, skills and stimulus formats. For history, science and language subjects this can return source-based sets — one stimulus with several questions off it — and stimulus images come back as viewable images. This is targeted or mixed practice, distinct from Fiveable's durable adaptive diagnostic. Every question carries a `Question id` that supports a saved answer submission for student progress. The recentCorrect and recentAnswered inputs allow the tool to drop to easier question types when a student is missing questions, helping find where understanding breaks down. A returned question set consumes one full-content preview unless existing access covers this practice feature. Moderate cost — roughly 300 tokens per question, more when images are attached.

  Paramètres, retour & exemple (13)

  Paramètres

  • mode · string · requis · auto | exam | topic
    "exam" requests Fiveable's balanced whole-course practice mix of units, skills and stimulus formats. "topic" drills one scope. "auto" picks exam when no topic is given.
  • tier · string · optionnel · stimulus | comprehension | vocabulary
    The tier the student was just working at — pass back the tier from the previous result, along with recentCorrect / recentAnswered, so a student who is still missing comprehension questions drops to vocabulary rather than being handed comprehension again. On its own it pins the level: stimulus = source-based application, comprehension = does the student know the content, vocabulary = does the student know the terms.
  • limit · integer · requis
    Exact maximum number of questions to return, including questions in a stimulus set.
  • topic · string · optionnel
    Free-text topic, e.g. "photosynthesis", "the American Revolution" or a CED topic number like "3.3". Matched against Fiveable course topics, then key terms. Omit for whole-subject mixed practice.
  • intent · string · optionnel · explain | quiz | notes | frq | research
    Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.
  • unitId · string · optionnel
    Exact unit id, public id, or slug from get_subject_outline. Use this for broad practice across a unit; do not substitute one topic id as a proxy for the entire unit.
  • topicId · string · optionnel
    Exact topic id from get_subject_outline, if known.
  • subjectSlug · string · requis
    Fiveable subject slug, e.g. "ap-bio". A course name such as "AP Biology" also resolves.
  • courseVariant · string · optionnel · ab | bc
    AP Calculus only (subject ap-calc): 'ab' hides BC-only units and topics; 'bc' includes them. Defaults to the student's saved Fiveable course when they are connected.
  • recentCorrect · integer · optionnel
    How many of the student's recent answers were correct, for automatic tier adjustment.
  • includeAnswers · boolean · requis
    Defaults false so students can attempt questions before seeing the key. Set true only when the student explicitly asks for answers. Use check_practice_answer anonymously or submit_practice_answer when signed in.
  • questionFormat · string · requis · auto | stimulus-set | standalone
    "auto" matches what the subject's own practice UI leads with. "stimulus-set" requests source-based questions; "standalone" requests single questions with no shared source.
  • recentAnswered · integer · optionnel
    How many questions the student recently answered. Needs 3+ before the tier moves.

  Exemple d'appel

  {"name": "get_practice_questions", "arguments": {"mode": "auto", "limit": 1, "subjectSlug": "texte", "includeAnswers": true, "questionFormat": "auto"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• get_scoring_result≈ 311 tokens

  Read the status or saved result of your FRQ scoring request. This never starts or retries scoring.

  Paramètres, retour & exemple (2)

  Paramètres

  • intent · string · optionnel · explain | quiz | notes | frq | research
    Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.
  • scoringJobId · string · requis

  Exemple d'appel

  {"name": "get_scoring_result", "arguments": {"scoringJobId": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• get_study_guide≈ 472 tokens

  Returns the full text of one Fiveable AP study guide as Markdown. Accepts the exact canonical guide reference or a close approximation of its title. Suitable when a student asks to learn or review a topic. It consumes one full-content preview for a caller unless existing access covers this subject and feature. Expensive — a full guide can be 3-8k tokens.

  Paramètres, retour & exemple (3)

  Paramètres

  • intent · string · optionnel · explain | quiz | notes | frq | research
    Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.
  • guideSlug · string · requis
    Canonical guide reference from get_subject_outline, content slug, document id, or title, e.g. "/ap-bio/unit-2/cell-structure/study-guide/abc123" or "cell-structure".
  • subjectSlug · string · requis
    Fiveable subject slug, e.g. "ap-bio" or "apush". The course name or a close approximation such as "ap-biology" also resolves. Use list_subjects to find it.

  Exemple d'appel

  {"name": "get_study_guide", "arguments": {"guideSlug": "texte", "subjectSlug": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• get_study_plan≈ 287 tokens

  Reads one owned study plan, stable task ids, completion state and revision. A plan that is still being built reports pending with a retry delay, so poll this after create_study_plan rather than creating again. Use its revision for task changes. Reading older plans never changes them.

  Paramètres, retour & exemple (1)

  Paramètres

  • planId · string · requis

  Exemple d'appel

  {"name": "get_study_plan", "arguments": {"planId": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• get_subject_outline≈ 384 tokens

  Returns the full unit and topic outline for one AP subject, including every study guide slug in each unit. Provides the course map for study planning and individual guide retrieval. Moderate cost — roughly 2-5k tokens depending on subject size.

  Paramètres, retour & exemple (2)

  Paramètres

  • intent · string · optionnel · explain | quiz | notes | frq | research
    Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.
  • subjectSlug · string · requis
    Fiveable subject slug, e.g. "ap-bio" or "apush". The course name or a close approximation such as "ap-biology" also resolves. Use list_subjects to find it.

  Exemple d'appel

  {"name": "get_subject_outline", "arguments": {"subjectSlug": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• get_unit_overview≈ 408 tokens

  Returns the overview page for one unit of an AP course: what it covers, how it is weighted on the exam, its topics and study plan. Suitable when a student is reviewing a whole unit. Moderate cost — roughly 1-3k tokens.

  Paramètres, retour & exemple (3)

  Paramètres

  • intent · string · optionnel · explain | quiz | notes | frq | research
    Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.
  • unitSlug · string · requis
    Unit slug from get_subject_outline, e.g. "unit-1".
  • subjectSlug · string · requis
    Fiveable subject slug, e.g. "ap-bio" or "apush". The course name or a close approximation such as "ap-biology" also resolves. Use list_subjects to find it.

  Exemple d'appel

  {"name": "get_unit_overview", "arguments": {"unitSlug": "texte", "subjectSlug": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• list_cheatsheets≈ 347 tokens

  Find approved Fiveable course and unit PDFs, including course variants, academic year when known, source links and readable-artifact readiness. Does not include user galleries or generated personal visuals.

  Paramètres, retour & exemple (5)

  Paramètres

  • limit · integer · requis
  • cursor · string · optionnel
  • unitNumber · integer · optionnel
  • subjectSlug · string · optionnel
  • courseVariant · string · optionnel

  Exemple d'appel

  {"name": "list_cheatsheets", "arguments": {"limit": 1}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• list_frqs≈ 572 tokens

  Lists Fiveable's free-response (FRQ) practice prompts for an AP subject, optionally filtered by FRQ type, unit, and excluded IDs. Results use stable ID order; unchanged filters continue pagination. Returns prompt ids and summaries rather than full prompts. Cheap.

  Paramètres, retour & exemple (8)

  Paramètres

  • limit · integer · requis
    Maximum prompts to list.
  • cursor · string · optionnel
  • intent · string · optionnel · explain | quiz | notes | frq | research
    Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.
  • unitId · string · optionnel
    Unit ID or public unit slug from get_subject_outline.
  • frqType · string · optionnel
    Optional FRQ type filter, e.g. "DBQ", "LEQ", "SAQ". Varies by subject.
  • excludeIds · array · optionnel
  • subjectSlug · string · requis
    Fiveable subject slug, e.g. "ap-bio". A course name such as "AP Biology" also resolves.
  • courseVariant · string · optionnel · ab | bc
    AP Calculus only (subject ap-calc): 'ab' hides BC-only units and topics; 'bc' includes them. Defaults to the student's saved Fiveable course when they are connected.

  Exemple d'appel

  {"name": "list_frqs", "arguments": {"limit": 1, "subjectSlug": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• list_key_terms≈ 474 tokens

  Lists the key vocabulary terms for an AP subject, paginated alphabetically. Suitable for building flashcards or checking what vocabulary a student should know; results include stable term slugs for full definitions. Cheap.

  Paramètres, retour & exemple (5)

  Paramètres

  • page · integer · requis
    1-indexed page number.
  • limit · integer · requis
    Terms per page.
  • intent · string · optionnel · explain | quiz | notes | frq | research
    Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.
  • letter · string · requis
    Filter to terms starting with one letter, or "ALL" for every term.
  • subjectSlug · string · requis
    Fiveable subject slug, e.g. "ap-bio" or "apush". The course name or a close approximation such as "ap-biology" also resolves. Use list_subjects to find it.

  Exemple d'appel

  {"name": "list_key_terms", "arguments": {"page": 1, "limit": 1, "letter": "texte", "subjectSlug": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• list_my_assignments≈ 325 tokens

  Lists assignments delivered to the connected student's enrolled classes, signed-in submissions, and safely claimed guest work. Includes due dates, completion status and only released scores. No teacher roster or answer keys. Complete work on the website.

  Paramètres, retour & exemple (3)

  Paramètres

  • limit · integer · requis
  • cursor · string · optionnel
  • subjectSlug · string · optionnel

  Exemple d'appel

  {"name": "list_my_assignments", "arguments": {"limit": 1}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• list_my_exam_attempts≈ 326 tokens

  Lists only the connected student's completed full-length and unit-exam results. Honors the website progress reset, deduplicates retried submissions and paginates. Unit tests show points/percent, never an AP projection. Does not read browser-only or active exam state.

  Paramètres, retour & exemple (3)

  Paramètres

  • limit · integer · requis
  • cursor · string · optionnel
  • subjectSlug · string · optionnel

  Exemple d'appel

  {"name": "list_my_exam_attempts", "arguments": {"limit": 1}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• list_my_study_plans≈ 288 tokens

  Lists the connected student's saved Fiveable study plans, including website plans. Included for signed-in students. Cheap; paginated.

  Paramètres, retour & exemple (3)

  Paramètres

  • limit · integer · requis
  • cursor · string · optionnel
  • subjectSlug · string · optionnel

  Exemple d'appel

  {"name": "list_my_study_plans", "arguments": {"limit": 1}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• list_subjects≈ 350 tokens

  Lists every AP subject Fiveable covers, with its canonical subject slug and flags for which features exist for that subject (practice questions, key terms, score calculator). Suitable when a subject slug is not already known. Cheap — roughly 1-2k tokens.

  Paramètres, retour & exemple (2)

  Paramètres

  • intent · string · optionnel · explain | quiz | notes | frq | research
    Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.
  • search · string · optionnel
    Optional case-insensitive filter on subject name, e.g. "bio" or "history".

  Exemple d'appel

  {"name": "list_subjects", "arguments": {"intent": "explain", "search": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• open_guided_practice≈ 549 tokens

  Opens Fiveable's interactive multiple-choice practice panel with existing question, answer and explanation components. Students select answers directly in the panel. Connected accounts can save answers to Fiveable progress; anonymous practice is an unsaved preview.

  Paramètres, retour & exemple (9)

  Paramètres

  • tier · string · optionnel · stimulus | comprehension | vocabulary
  • limit · integer · requis
  • topic · string · optionnel
    Free-text topic or a CED topic number like "3.3", matched against Fiveable course topics.
  • intent · string · optionnel · explain | quiz | notes | frq | research
    Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.
  • unitId · string · optionnel
  • topicId · string · optionnel
  • subjectSlug · string · requis
  • courseVariant · string · optionnel · ab | bc
    AP Calculus only (subject ap-calc): 'ab' hides BC-only units and topics; 'bc' includes them. Defaults to the student's saved Fiveable course when they are connected.
  • questionFormat · string · requis · auto | stimulus-set | standalone

  Exemple d'appel

  {"name": "open_guided_practice", "arguments": {"limit": 1, "subjectSlug": "texte", "questionFormat": "auto"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• report_content_issue≈ 483 tokens

  Submits a caller-requested content issue to Fiveable support, which may lead to support follow-up. Requires explicit confirmReport approval. The description contains the reported issue only, excluding conversation history, unrelated notes and personal information. Fiveable resolves content and reporter identity. Matching requestId retries are idempotent.

  Paramètres, retour & exemple (5)

  Paramètres

  • contentId · string · requis
    Exact guide/question/FRQ ID, or the exact canonical key-term path from Fiveable.
  • requestId · string · requis
  • contentType · string · requis · studyGuide | keyTerm | practiceQuestion | frq
  • description · string · requis
    Only the issue the student wants reported; no conversation transcript or unrelated personal notes.
  • confirmReport · boolean · requis
    True only after the student explicitly requests sending this issue to Fiveable.

  Exemple d'appel

  {"name": "report_content_issue", "arguments": {"contentId": "texte", "requestId": "texte", "contentType": "studyGuide", "description": "texte", "confirmReport": true}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• score_external_frq_response≈ 1076 tokens

  Scores a student's existing FRQ even when it did not come from Fiveable. If the student attached photos, the host AI must first transcribe the prompt and response, show the transcription for confirmation, then call this tool. Optional prompt images preserve graphs or artwork that text alone cannot represent. Fiveable scores it on the AP rubric for its exact question type, out of that type's AP point total. Requires sign-in; one scoring preview is included without a plan, with further scoring available to eligible accounts. The attempt is saved to the student's Fiveable progress. Returns a pending scoring job; poll get_scoring_result. Reuse requestId for retries.

  Paramètres, retour & exemple (10)

  Paramètres

  • intent · string · optionnel · explain | quiz | notes | frq | research
    Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.
  • frqType · string · requis
    The exact AP question type as Fiveable names it, e.g. "Document-Based Question (DBQ)". If it doesn't match, the tool lists this subject's types.
  • requestId · string · optionnel
    Stable unique request ID. Reuse it only for retries of the same submission; a new response needs a new ID.
  • promptText · string · requis
    Verified transcription or pasted text of the complete prompt.
  • promptLabel · string · optionnel
    Short label shown in attempt history.
  • subjectSlug · string · requis
    Fiveable subject slug, e.g. "ap-bio".
  • promptImages · array · optionnel
    Optional original prompt images for diagrams, graphs, maps, or artwork.
  • partResponses · array · requis
  • responseImages · array · optionnel
    Optional response images that must be evaluated visually, such as a student-drawn graph.
  • transcriptionConfirmed · boolean · requis
    Must be true only after the student confirms the transcribed prompt and response text.

  Exemple d'appel

  {"name": "score_external_frq_response", "arguments": {"frqType": "texte", "promptText": "texte", "subjectSlug": "texte", "partResponses": [], "transcriptionConfirmed": true}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• score_frq_response≈ 1297 tokens

  Submits the student's own response to a Fiveable practice FRQ for saved, asynchronous scoring. Supports text, subparts, drawings/photos, LEQ selection, CSP program code and Business project references. Excludes teacher assignments and exams. Returns a scoring job id for status retrieval, and requestId provides idempotent retries. One included score is available to signed-in students.

  Paramètres, retour & exemple (9)

  Paramètres

  • frqId · string · requis
  • intent · string · optionnel · explain | quiz | notes | frq | research
    Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.
  • requestId · string · optionnel
    Stable unique request ID. Reuse it only for retries of the same submission; a new response needs a new ID.
  • programCode · string · optionnel
  • partResponses · array · requis
  • promptVariantId · string · optionnel
  • selectedLeqQuestion · integer · optionnel
  • businessProjectReference · object · optionnel
  • businessProjectPracticeMode · string · optionnel · use_my_project | use_a_sample_project

  Exemple d'appel

  {"name": "score_frq_response", "arguments": {"frqId": "texte", "partResponses": []}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• search_content≈ 407 tokens

  Keyword search across every Fiveable study guide, unit, subject hub and key term. Suitable when the relevant subject or guide is not known. Returns titles and canonical references rather than full content, so it is cheap.

  Paramètres, retour & exemple (4)

  Paramètres

  • limit · integer · requis
    Maximum results to return.
  • query · string · requis
    What to search for, e.g. "photosynthesis light reactions".
  • intent · string · optionnel · explain | quiz | notes | frq | research
    Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.
  • subjectSlug · string · optionnel
    Optional: restrict the search to one subject.

  Exemple d'appel

  {"name": "search_content", "arguments": {"limit": 1, "query": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• start_diagnostic≈ 476 tokens

  Starts Fiveable's canonical adaptive diagnostic for the connected student. Without a unitId it covers the whole course; an exact unitId scopes the survey across that unit's available topics. Returns one adaptive question at a time and creates durable diagnostic progress.

  Paramètres, retour & exemple (5)

  Paramètres

  • intent · string · optionnel · explain | quiz | notes | frq | research
    Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.
  • unitId · string · optionnel
  • requestId · string · optionnel
    Reuse this ID for retries of the same operation; changed input returns a conflict.
  • subjectSlug · string · requis
  • courseVariant · string · optionnel · ab | bc
    AP Calculus only (subject ap-calc): 'ab' hides BC-only units and topics; 'bc' includes them. Defaults to the student's saved Fiveable course when they are connected.

  Exemple d'appel

  {"name": "start_diagnostic", "arguments": {"subjectSlug": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• submit_diagnostic_answer≈ 478 tokens

  Saves one answer in the connected student's active Fiveable diagnostic and returns feedback plus exactly one next adaptive question. Accepts the option letter, full text, or answer id from the current diagnostic question. Handles one question per call.

  Paramètres, retour & exemple (5)

  Paramètres

  • answer · string · requis
  • intent · string · optionnel · explain | quiz | notes | frq | research
    Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.
  • requestId · string · optionnel
    Reuse this ID for retries of the same operation; changed input returns a conflict.
  • questionId · string · requis
  • sessionToken · string · requis

  Exemple d'appel

  {"name": "submit_diagnostic_answer", "arguments": {"answer": "texte", "questionId": "texte", "sessionToken": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• submit_practice_answer≈ 448 tokens

  Records the signed-in student's answer to a multiple-choice practice question so it counts toward their Fiveable progress. Accepts a question id previously served by Fiveable MCP and returns whether the answer was correct plus the explanation.

  Paramètres, retour & exemple (4)

  Paramètres

  • answer · string · requis
    The displayed option label (for example "B" or "B.") or the full answer text.
  • intent · string · optionnel · explain | quiz | notes | frq | research
    Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.
  • requestId · string · optionnel
    Reuse this ID for retries of the same answer; changed input returns a conflict.
  • questionId · string · requis
    The practice question id from get_practice_questions.

  Exemple d'appel

  {"name": "submit_practice_answer", "arguments": {"answer": "texte", "questionId": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

• update_study_plan_tasks≈ 422 tokens

  Marks specified owned plan tasks complete or incomplete at the student's request. This is self-reported planning, never a quiz score or practice submission. Supply the latest revision and a unique requestId; retry identical input safely.

  Paramètres, retour & exemple (4)

  Paramètres

  • tasks · array · requis
  • planId · string · requis
  • requestId · string · requis
    Unique id for this intended action. Reuse it with identical input on retries.
  • expectedRevision · integer · requis

  Exemple d'appel

  {"name": "update_study_plan_tasks", "arguments": {"tasks": [], "planId": "texte", "requestId": "texte", "expectedRevision": 1}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"text": "texte", "status": "texte"}}

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Source

https://fiveable.me/api/mcp