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Fiveable for AP Students MCP server

online · 100% uptime
by thinkfiveable·io.github.thinkfiveable/fiveable-ap-students·v1.0.0

AP study content, practice, FRQ feedback, progress, plans, and student tools for AI apps.

B83/100grade B
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Fiveable for AP Students tools (38, 6 write)

write = sends, deletes, buys or posts
  • calculate_ap_scoreFree

    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.

  • check_practice_answerFree

    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.

  • create_study_planwrite actionFree

    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.

  • get_assignment_summaryFree

    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.

  • get_cheatsheetFree

    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.

  • get_content_sectionsFree

    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.

  • get_diagnostic_resultsFree

    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.

  • get_exam_optionsFree

    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.

  • get_exam_resultsFree

    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.

  • get_frqFree

    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.

  • get_frq_attempt_historyFree

    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.

  • get_key_termFree

    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.

  • get_my_accessFree

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

  • get_my_frq_progressFree

    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.

  • get_my_practice_historyFree

    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.

  • get_my_study_progressFree

    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.

  • get_practice_questionsFree

    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.

  • get_scoring_resultFree

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

  • get_study_guideFree

    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.

  • get_study_planFree

    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.

  • get_subject_outlineFree

    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.

  • get_unit_overviewFree

    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.

  • list_cheatsheetsFree

    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.

  • list_frqsFree

    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.

  • list_key_termsFree

    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.

  • list_my_assignmentsFree

    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.

  • list_my_exam_attemptsFree

    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.

  • list_my_study_plansFree

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

  • list_subjectsFree

    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.

  • open_guided_practiceFree

    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.

  • report_content_issuewrite actionFree

    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.

  • score_external_frq_responseFree

    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.

  • score_frq_responsewrite actionFree

    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.

  • search_contentFree

    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.

  • start_diagnosticFree

    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.

  • submit_diagnostic_answerwrite actionFree

    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.

  • submit_practice_answerwrite actionFree

    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.

  • update_study_plan_taskswrite actionFree

    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.

Public scan report

scanner v0.1.10 · 2026-10-16 · same rubric, same numbers if you re-run it

1 high
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 1210ms20/20
  • Tool poisoning38 tool descriptions checked15/15
  • Auth qualityopen endpoint exposes 6 write-action tools with no auth3/15
  • Maintenancelast push 15 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year9/10

Findings (1)

  • highWrite-action tools reachable without authenticationauth.open-write
Overall 83/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Fiveable for AP Students compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
83/100
higher than 65% of 48,243 servers
Tools
38
the typical server has 7
Tools that change things
16%
typical: 0%. Fewer write tools means less an agent can break
Uptime
100%
of our recent checks; the typical remote server answers 100%
Response time
271 ms
faster than 55% of 30,027 servers

What its tools let an agent do: 30 read · 2 create · 5 change · 1 run or deploy

Install Fiveable for AP Students in Claude Code, Cursor or VS Code

claude mcp add --transport http fiveable-ap-students https://fiveable.me/api/mcp
Add to Cursor

What the publisher says

From the Fiveable for AP Students repository's README, as published. We do not edit it. Read it on GitHub

Fiveable for AP Students

Use Fiveable's AP study content and student study tools inside MCP-compatible AI apps.

Connect

Add this remote Streamable HTTP endpoint to your MCP client:

https://fiveable.me/api/mcp

There is no package to install and no API key to copy. Public discovery and limited content previews work without a Fiveable account. Personal progress and saved actions use Fiveable OAuth.

Cursor

This repository includes a Cursor plugin manifest and an mcp.json configuration for the hosted Fiveable server. In Cursor, open Customize → MCPs, add a remote server, and use:

https://fiveable.me/api/mcp

Cursor will open Fiveable's OAuth flow when a personalized tool needs account access.

Gemini CLI

Install this repository as a Gemini CLI extension:

gemini extensions install https://github.com/thinkfiveable/fiveable-mcp

Gemini CLI connects to the hosted Fiveable MCP through the extension. Run /mcp auth fiveable-ap-students to connect a Fiveable account for personalized tools.

What it supports

  • AP subjects, units, study guides, key terms, and relevant passages
  • Multiple-choice practice and adaptive diagnostics
  • Fiveable and student-supplied FRQ scoring
  • AP score calculators
  • Personal progress, study plans, and completed exam results
  • Official Fiveable cheatsheets
  • Student-accessible assignment summaries with released feedback

The connector is student-only. It does not expose teacher rosters, active answer keys, internal moderation tools, or another student's data.

Documentation and support

  • Fiveable for AP Students documentation
  • Setup guides
  • Privacy policy
  • Terms
  • Support: help@fiveable.me

Security

Fiveable uses OAuth 2.1 with PKCE for connected tools. Please report security issues through Fiveable's published security contact rather than a public GitHub issue.

This repository contains public metadata and documentation for the hosted service. The production server implementation lives in Fiveable's private application repository.

Nothing above is checked by us. What we check is on the safety report.

Fiveable for AP Students: common questions

Is Fiveable for AP Students MCP server safe?
Mostly: it is graded B (83/100). Read the Fiveable for AP Students safety report
How do I install Fiveable for AP Students?
It runs remotely at fiveable.me. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does Fiveable for AP Students need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Fiveable for AP Students maintained?
The last commit was 35 days ago (2026-10-01). The latest release is v1.0.0.
Is Fiveable for AP Students up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
How does Fiveable for AP Students compare with other MCP servers?
safety score 83/100 (higher than 65% of 48,243 servers); tools 38 (the typical server has 7); tools that change things 16% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.