MCP serverio.github.thinkfiveable/fiveable-ap-students

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 subj

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 s

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

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 questi

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 guess

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 on

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

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 curre

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 unfinis

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 work

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.

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.

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

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 stud

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.

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, respe

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 balan

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

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

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_pla

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

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

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 g

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 con

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 stab

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 releas

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 p

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

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). Suita

Opens Fiveable's interactive multiple-choice practice panel with existing question, answer and explanation components. Students select answers directly in the panel. Connected acco

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 i

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 transcr

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 Busines

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

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 availab

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

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 a

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 revis