{"name":"io.github.thinkfiveable/fiveable-ap-students","slug":"thinkfiveable-fiveable-ap-students","title":"Fiveable for AP Students","description":"AP study content, practice, FRQ feedback, progress, plans, and student tools for AI apps.","url":"https://mcp.market/server/thinkfiveable-fiveable-ap-students","rating":null,"grade":"B","score":83,"certified":false,"status":"active","category":"other","tags":[],"presence":{"score":23,"stars":0,"forks":0,"downloads_week":null,"last_push_at":"2026-09-03T01:45:06.000Z","license":null},"uptime":{"percent":100,"checks":6,"ok":6,"last_checked_at":"2026-09-21T00:15:47.135Z","last_ok_at":"2026-09-21T00:15:47.135Z","latency_ms":1220},"claimed":false,"transport":"remote","callable_via_gateway":true,"default_price_micros":0,"repository":"https://github.com/thinkfiveable/fiveable-mcp","website":"https://fiveable.me/mcp","version":"1.0.0","remotes":[{"type":"streamable-http","url":"https://fiveable.me/api/mcp"}],"packages":[],"tools":[{"name":"calculate_ap_score","description":"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.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"subjectSlug":{"type":"string","minLength":2,"description":"Fiveable subject slug, e.g. \"ap-bio\"."},"intent":{"description":"Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.","type":"string","enum":["explain","quiz","notes","frq","research"]},"sectionScores":{"description":"Raw scores per card. Omit to discover the subject's card structure first.","type":"array","items":{"type":"object","properties":{"card":{"type":"string","description":"Card/section title exactly as returned by this tool."},"score":{"type":"number","minimum":0,"description":"Raw points the student earned on that card."}},"required":["card","score"],"additionalProperties":false}}},"required":["subjectSlug"],"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false}},{"name":"check_practice_answer","description":"Checks one multiple-choice practice answer and returns correctness plus the Fiveable explanation. Works during an anonymous preview but does not save progress. A signed-in answer submission is required for saved progress.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"questionId":{"type":"string","minLength":1,"description":"Question id from get_practice_questions."},"answer":{"type":"string","minLength":1,"description":"Displayed option label such as \"B\", or the full answer text."},"intent":{"description":"Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.","type":"string","enum":["explain","quiz","notes","frq","research"]}},"required":["questionId","answer"],"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false}},{"name":"create_study_plan","description":"Creates and saves a trackable Fiveable study plan from the student's topic and available time. Free for signed-in students; uses Fiveable's existing generator and verified resource catalog. Takes up to a few minutes. Reuse requestId and identical input after a timeout.","write_action":true,"price_micros":0,"input_schema":{"type":"object","properties":{"subjectSlug":{"type":"string","minLength":2,"maxLength":100},"scope":{"type":"string","minLength":1,"maxLength":300},"timeAmount":{"type":"integer","minimum":1,"maximum":90},"timeUnit":{"type":"string","enum":["hours","days"]},"requestId":{"type":"string","minLength":8,"maxLength":128,"pattern":"^[\\w-]+$","description":"Unique id for this intended action. Reuse it with identical input on retries."}},"required":["subjectSlug","scope","timeAmount","timeUnit","requestId"],"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false}},{"name":"get_assignment_summary","description":"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.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"publicationId":{"type":"string","pattern":"^[a-f0-9]{24}$"}},"required":["publicationId"],"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false}},{"name":"get_cheatsheet","description":"Read bounded pages from a prepared official Fiveable PDF, with page citations, extracted text and actual page images for formulas and diagrams. Image-only pages are not transcribed by guessing. If artifacts are unavailable, use the approved PDF link; this read never starts processing.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"cheatsheetId":{"type":"string","pattern":"^cs_[a-f0-9]{24}$"},"page":{"default":1,"type":"integer","minimum":1,"maximum":32},"limit":{"default":1,"type":"integer","minimum":1,"maximum":3}},"required":["cheatsheetId","page","limit"],"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false}},{"name":"get_content_sections","description":"Returns a small set of passages from Fiveable study guides that are most relevant to one question. Use this for narrow explanations, research questions, and checking student notes instead of fetching a full guide. One call consumes one full-content preview for a free caller.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"subjectSlug":{"type":"string","minLength":2,"description":"Fiveable subject slug, e.g. \"ap-bio\"."},"query":{"type":"string","minLength":2,"description":"The concept or question the student needs help with."},"guideSlug":{"description":"Optional exact guide reference from get_subject_outline or search_content.","type":"string"},"maximumSections":{"default":3,"type":"integer","minimum":1,"maximum":5},"maximumTokens":{"default":1800,"type":"integer","minimum":250,"maximum":4000},"intent":{"description":"Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.","type":"string","enum":["explain","quiz","notes","frq","research"]}},"required":["subjectSlug","query","maximumSections","maximumTokens"],"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false}},{"name":"get_diagnostic_results","description":"Reads an owner-scoped Fiveable diagnostic. In-progress sessions return progress and the current question without answer keys; completed sessions return the adaptive diagnostic summary and recommendations.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"sessionToken":{"type":"string","format":"uuid","pattern":"^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$"},"intent":{"description":"Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.","type":"string","enum":["explain","quiz","notes","frq","research"]}},"required":["sessionToken"],"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false}},{"name":"get_exam_options","description":"Find Fiveable exam formats, access requirements and website links without questions or answer keys. Choose a subject for version choices; add unitNumber to verify that unit's current bank and standard format. With progress:read consent, includes only genuine server-saved continuation links. Browser-only progress is not remotely recoverable.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"subjectSlug":{"type":"string","maxLength":100,"pattern":"^[a-z0-9-]+$"},"unitNumber":{"type":"integer","minimum":1,"maximum":99}},"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false}},{"name":"get_exam_results","description":"Read an owned completed exam using attemptId, or safely check a submitted exam using submissionId. Supply exactly one. Pending or partial grading returns status only, never unfinished scores or feedback. Honors practice resets and cannot dispatch scoring, finalize submissions or retrieve active exam content.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"attemptId":{"type":"string","pattern":"^[a-f0-9]{24}$"},"submissionId":{"type":"string","pattern":"^[a-f0-9]{24}$"}},"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false}},{"name":"get_frq","description":"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.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"frqId":{"type":"string","minLength":1,"description":"FRQ id from list_frqs."},"intent":{"description":"Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.","type":"string","enum":["explain","quiz","notes","frq","research"]}},"required":["frqId"],"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false}},{"name":"get_frq_attempt_history","description":"Returns the signed-in student's previous attempts at a single FRQ, so you can compare a new response against what they wrote before and comment on improvement.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"frqId":{"type":"string","minLength":1,"description":"FRQ id from list_frqs."},"intent":{"description":"Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.","type":"string","enum":["explain","quiz","notes","frq","research"]}},"required":["frqId"],"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false}},{"name":"get_key_term","description":"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.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"subjectSlug":{"type":"string","minLength":2,"description":"Fiveable subject slug, e.g. \"ap-bio\" or \"apush\". Use list_subjects to find it."},"intent":{"description":"Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.","type":"string","enum":["explain","quiz","notes","frq","research"]},"termSlug":{"type":"string","minLength":1,"description":"Key term slug or the term itself, e.g. \"natural-selection\"."}},"required":["subjectSlug","termSlug"],"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false}},{"name":"get_my_access","description":"Explains which features this account can use for one subject and its remaining MCP previews. Does not return billing information or change access.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"subjectSlug":{"type":"string","minLength":1,"maxLength":100}},"required":["subjectSlug"],"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false}},{"name":"get_my_frq_progress","description":"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.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"subjectSlug":{"type":"string","minLength":2,"description":"Subject slug, e.g. \"ap-bio\"."},"intent":{"description":"Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.","type":"string","enum":["explain","quiz","notes","frq","research"]}},"required":["subjectSlug"],"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false}},{"name":"get_my_practice_history","description":"Reads a bounded page of your saved self-study MCQ answers with current question explanations. Honors practice resets. Does not save, score, or consume a content preview.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"subjectSlug":{"type":"string","minLength":1,"maxLength":100},"limit":{"default":10,"type":"integer","minimum":1,"maximum":25},"cursor":{"type":"string","pattern":"^[a-f0-9]{24}$"}},"required":["subjectSlug","limit"],"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false}},{"name":"get_my_study_progress","description":"Returns the signed-in student's durable Fiveable progress for one subject: multiple-choice accuracy, weak topics and units, FRQ performance, skill groups and recent activity, respecting the website progress reset. Also includes completed exams, plus assignment and study-plan summaries when their separate permissions are granted. Call this before choosing what to explain or practice so recommendations carry across conversations and AI clients.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"subjectSlug":{"type":"string","minLength":2,"description":"Fiveable subject slug, e.g. \"ap-bio\"."},"intent":{"description":"Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.","type":"string","enum":["explain","quiz","notes","frq","research"]}},"required":["subjectSlug"],"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false}},{"name":"get_practice_questions","description":"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.\n\nEvery 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.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"subjectSlug":{"type":"string","minLength":2,"description":"Fiveable subject slug, e.g. \"ap-bio\"."},"intent":{"description":"Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.","type":"string","enum":["explain","quiz","notes","frq","research"]},"unitId":{"description":"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.","type":"string"},"topic":{"description":"Free-text topic, e.g. \"photosynthesis\" or \"the American Revolution\". Matched against Fiveable course topics, then key terms. Omit for whole-subject mixed practice.","type":"string"},"topicId":{"description":"Exact topic id from get_subject_outline, if known.","type":"string"},"limit":{"default":5,"description":"Exact maximum number of questions to return, including questions in a stimulus set.","type":"integer","minimum":1,"maximum":20},"includeAnswers":{"default":false,"description":"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.","type":"boolean"},"questionFormat":{"default":"auto","description":"\"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.","type":"string","enum":["auto","stimulus-set","standalone"]},"mode":{"default":"auto","description":"\"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.","type":"string","enum":["auto","exam","topic"]},"tier":{"description":"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.","type":"string","enum":["stimulus","comprehension","vocabulary"]},"recentCorrect":{"description":"How many of the student's recent answers were correct, for automatic tier adjustment.","type":"integer","minimum":0,"maximum":9007199254740991},"recentAnswered":{"description":"How many questions the student recently answered. Needs 3+ before the tier moves.","type":"integer","minimum":0,"maximum":9007199254740991}},"required":["subjectSlug","limit","includeAnswers","questionFormat","mode"],"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false}},{"name":"get_scoring_result","description":"Read the status or saved result of your FRQ scoring request. This never starts or retries scoring.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"scoringJobId":{"type":"string","pattern":"^[a-f0-9]{64}$"},"intent":{"description":"Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.","type":"string","enum":["explain","quiz","notes","frq","research"]}},"required":["scoringJobId"],"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false}},{"name":"get_study_guide","description":"Returns the full text of one Fiveable AP study guide as Markdown. Accepts the exact canonical guide reference or a close approximation of its title. Suitable when a student asks to learn or review a topic. It consumes one full-content preview for a free caller unless existing access covers this subject and feature. Expensive — a full guide can be 3-8k tokens.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"subjectSlug":{"type":"string","minLength":2,"description":"Fiveable subject slug, e.g. \"ap-bio\" or \"apush\". Use list_subjects to find it."},"intent":{"description":"Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.","type":"string","enum":["explain","quiz","notes","frq","research"]},"guideSlug":{"type":"string","minLength":2,"description":"Canonical guide reference from get_subject_outline, content slug, document id, or title, e.g. \"/ap-bio/unit-2/cell-structure/study-guide/abc123\" or \"cell-structure\"."}},"required":["subjectSlug","guideSlug"],"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false}},{"name":"get_study_plan","description":"Reads one owned study plan, stable task ids, completion state and revision. Use its revision for task changes. Reading older plans never changes them.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"planId":{"type":"string","pattern":"^[a-f0-9]{24}$"}},"required":["planId"],"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false}},{"name":"get_subject_outline","description":"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.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"subjectSlug":{"type":"string","minLength":2,"description":"Fiveable subject slug, e.g. \"ap-bio\" or \"apush\". Use list_subjects to find it."},"intent":{"description":"Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.","type":"string","enum":["explain","quiz","notes","frq","research"]}},"required":["subjectSlug"],"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false}},{"name":"get_unit_overview","description":"Returns the overview page for one unit of an AP course: what it covers, how it is weighted on the exam, its topics and study plan. Suitable when a student is reviewing a whole unit. Moderate cost — roughly 1-3k tokens.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"subjectSlug":{"type":"string","minLength":2,"description":"Fiveable subject slug, e.g. \"ap-bio\" or \"apush\". Use list_subjects to find it."},"intent":{"description":"Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.","type":"string","enum":["explain","quiz","notes","frq","research"]},"unitSlug":{"type":"string","minLength":1,"description":"Unit slug from get_subject_outline, e.g. \"unit-1\"."}},"required":["subjectSlug","unitSlug"],"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false}},{"name":"list_cheatsheets","description":"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.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"subjectSlug":{"type":"string","minLength":2,"maxLength":100},"courseVariant":{"type":"string","minLength":2,"maxLength":100},"unitNumber":{"type":"integer","minimum":0,"maximum":30},"cursor":{"type":"string","pattern":"^cs_[a-f0-9]{24}$"},"limit":{"default":10,"type":"integer","minimum":1,"maximum":25}},"required":["limit"],"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false}},{"name":"list_frqs","description":"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.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"subjectSlug":{"type":"string","minLength":2,"description":"Fiveable subject slug, e.g. \"ap-bio\"."},"intent":{"description":"Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.","type":"string","enum":["explain","quiz","notes","frq","research"]},"unitId":{"description":"Unit ID or public unit slug from get_subject_outline.","type":"string","maxLength":100},"excludeIds":{"maxItems":100,"type":"array","items":{"type":"string","minLength":1,"maxLength":100}},"cursor":{"type":"string","pattern":"^[A-Za-z0-9_-]{1,512}$"},"frqType":{"description":"Optional FRQ type filter, e.g. \"DBQ\", \"LEQ\", \"SAQ\". Varies by subject.","type":"string"},"limit":{"default":10,"description":"Maximum prompts to list.","type":"integer","minimum":1,"maximum":25}},"required":["subjectSlug","limit"],"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false}},{"name":"list_key_terms","description":"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.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"subjectSlug":{"type":"string","minLength":2,"description":"Fiveable subject slug, e.g. \"ap-bio\" or \"apush\". Use list_subjects to find it."},"intent":{"description":"Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.","type":"string","enum":["explain","quiz","notes","frq","research"]},"page":{"default":1,"description":"1-indexed page number.","type":"integer","minimum":1,"maximum":9007199254740991},"limit":{"default":25,"description":"Terms per page.","type":"integer","minimum":1,"maximum":100},"letter":{"default":"ALL","description":"Filter to terms starting with one letter, or \"ALL\" for every term.","type":"string"}},"required":["subjectSlug","page","limit","letter"],"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false}},{"name":"list_my_assignments","description":"Lists assignments delivered to the connected student's enrolled classes, signed-in submissions, and safely claimed guest work. Includes due dates, completion status and only released scores. No teacher roster or answer keys. Complete work on the website.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"subjectSlug":{"type":"string","maxLength":100,"pattern":"^[a-z0-9-]+$"},"cursor":{"type":"string","pattern":"^[a-f0-9]{24}$"},"limit":{"default":10,"type":"integer","minimum":1,"maximum":25}},"required":["limit"],"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false}},{"name":"list_my_exam_attempts","description":"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.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"subjectSlug":{"type":"string","maxLength":100,"pattern":"^[a-z0-9-]+$"},"cursor":{"type":"string","pattern":"^[a-f0-9]{24}$"},"limit":{"default":10,"type":"integer","minimum":1,"maximum":25}},"required":["limit"],"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false}},{"name":"list_my_study_plans","description":"Lists the connected student's saved Fiveable study plans, including website plans. Free for signed-in students. Cheap; paginated.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"subjectSlug":{"type":"string","minLength":2,"maxLength":100},"cursor":{"type":"string","pattern":"^[a-f0-9]{24}$"},"limit":{"default":10,"type":"integer","minimum":1,"maximum":25}},"required":["limit"],"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false}},{"name":"list_subjects","description":"Lists every AP subject Fiveable covers, with its canonical subject slug and flags for which features exist for that subject (practice questions, key terms, score calculator). Suitable when a subject slug is not already known. Cheap — roughly 1-2k tokens.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"intent":{"description":"Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.","type":"string","enum":["explain","quiz","notes","frq","research"]},"search":{"description":"Optional case-insensitive filter on subject name, e.g. \"bio\" or \"history\".","type":"string"}},"$schema":"https://json-schema.org/draft/2020-12/schema","additionalProperties":false}},{"name":"report_content_issue","description":"Submit a content issue to Fiveable support only when the student explicitly asks to report it. This may lead to normal support follow-up. Do not automatically report disagreements or send conversation history, unrelated notes, or personal information. Fiveable resolves the content and reporter identity. 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