Servers Playground How we check Add a server Log in

Fiveable for AP Teachers

Working · 785 ms

io.github.thinkfiveable/fiveable-ap-teachersv1.0.0

AP rubric grading, assignment drafts, question-bank materials, and class insights for teachers.

Education

Source Website Registry entry

Maintain this server? Claim it

Try it

Call this server's tools from your browser. Nothing to install.

https://fiveable.me/api/mcp/teacher

Requests go through mcptry because browsers can't call most MCP servers directly. Header values are sent to the server for that request only and are never stored or logged.

Tool list from our last check. Connect live to refresh it.

add_students

Adds students to a class roster from individual entries with names in First Last order and optional emails. Existing roster students are matched rather than duplicated. Emails support assignment notifications and are never returned. Roster additions can be removed.

classIdstring, required

Class id from list_classes.

studentsarray, required

This tool isn't marked read-only, so it may change something on the server or in an account you connected.

I understand, run it anyway

Fiveable for AP Teachers MCP server | mcptry

Fiveable for AP Teachers

Working · 785 ms

io.github.thinkfiveable/fiveable-ap-teachersv1.0.0

AP rubric grading, assignment drafts, question-bank materials, and class insights for teachers.

Education

Source Website Registry entry

Maintain this server? Claim it

Try it

Call this server's tools from your browser. Nothing to install.

https://fiveable.me/api/mcp/teacher

Requests go through mcptry because browsers can't call most MCP servers directly. Header values are sent to the server for that request only and are never stored or logged.

Tool list from our last check. Connect live to refresh it.

add_students

classIdstring, required

Class id from list_classes.

studentsarray, required

This tool isn't marked read-only, so it may change something on the server or in an account you connected.

I understand, run it anyway

Tools (77)

add_students

Argument	Type	Description
classId*	string	Class id from list_classes.
students*	array

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "classId",
    "students"
  ],
  "properties": {
    "classId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Class id from list_classes."
    },
    "students": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "name"
        ],
        "properties": {
          "name": {
            "type": "string",
            "maxLength": 120,
            "minLength": 1,
            "description": "First Last."
          },
          "email": {
            "type": "string",
            "format": "email",
            "pattern": "^(?!\\.)(?!.*\\.\\.)([A-Za-z0-9_'+\\-\\.]*)[A-Za-z0-9_+-]@([A-Za-z0-9][A-Za-z0-9\\-]*\\.)+[A-Za-z]{2,}$",
            "maxLength": 254
          }
        },
        "additionalProperties": false
      },
      "maxItems": 200,
      "minItems": 1
    }
  },
  "additionalProperties": false
}

approve_essays

Marks scored essays approved (the teacher stands behind the score), or unapproves them with approve: false. Accepts essay handles, or all: true for every scored essay not yet approved. Only approved essays go to Google Classroom. The same handles with approve: false reverse approval.

destructive

Argument	Type	Description
all*	boolean
approve*	boolean
sessionId*	string	Grading session id from list_grading_sessions or create_grading_session.
essayHandles	array

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "sessionId",
    "all",
    "approve"
  ],
  "properties": {
    "all": {
      "type": "boolean",
      "default": false
    },
    "approve": {
      "type": "boolean",
      "default": true
    },
    "sessionId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Grading session id from list_grading_sessions or create_grading_session."
    },
    "essayHandles": {
      "type": "array",
      "items": {
        "type": "string",
        "pattern": "^E-[a-f0-9]{6}$",
        "description": "Essay handle from get_grading_results, e.g. E-3b91c0."
      },
      "maxItems": 200
    }
  },
  "additionalProperties": false
}

archive_assignment

Archives an unpublished draft (it leaves the coursework list; nothing is deleted) or restores an archived draft with archived: false. Published assignments are archived on the website.

destructive

Argument	Type	Description
archived*	boolean	false restores an archived draft.
assignmentId*	string	Assignment id from list_coursework.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "assignmentId",
    "archived"
  ],
  "properties": {
    "archived": {
      "type": "boolean",
      "default": true,
      "description": "false restores an archived draft."
    },
    "assignmentId": {
      "type": "string",
      "maxLength": 100,
      "minLength": 1,
      "description": "Assignment id from list_coursework."
    }
  },
  "additionalProperties": false
}

archive_class

Archives a class the teacher created (it leaves the class list; nothing is deleted), or restores an archived one with archived: false. Co-taught classes can only be archived by their owner.

destructive

Argument	Type	Description
classId*	string	Class id from list_classes.
archived*	boolean	false restores an archived class.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "classId",
    "archived"
  ],
  "properties": {
    "classId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Class id from list_classes."
    },
    "archived": {
      "type": "boolean",
      "default": true,
      "description": "false restores an archived class."
    }
  },
  "additionalProperties": false
}

confirm_correct_answer_key

Applies the owner-bound answer-key correction preview identified by previewId and rescores affected attempts in the background, subject to explicit teacher approval. Rejects scores changed since the preview.

destructive

Argument	Type	Description
previewId*	string	The previewId from the matching prepare_ tool, after the teacher said yes to that preview.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "previewId"
  ],
  "properties": {
    "previewId": {
      "type": "string",
      "maxLength": 200,
      "minLength": 20,
      "description": "The previewId from the matching prepare_ tool, after the teacher said yes to that preview."
    }
  },
  "additionalProperties": false
}

confirm_publish_assignment

Publishes exactly the owner-bound preview identified by previewId, subject to explicit teacher approval of that specific preview. Returns each class's student link and a message to post.

destructive

Argument	Type	Description
previewId*	string	The previewId from the matching prepare_ tool, after the teacher said yes to that preview.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "previewId"
  ],
  "properties": {
    "previewId": {
      "type": "string",
      "maxLength": 200,
      "minLength": 20,
      "description": "The previewId from the matching prepare_ tool, after the teacher said yes to that preview."
    }
  },
  "additionalProperties": false
}

confirm_push_grades_to_google_classroom

Exports exactly the grades in the owner-bound previewId, subject to explicit teacher approval of that preview. Rejects session scores changed since the preview.

destructive

Argument	Type	Description
previewId*	string	The previewId from the matching prepare_ tool, after the teacher said yes to that preview.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "previewId"
  ],
  "properties": {
    "previewId": {
      "type": "string",
      "maxLength": 200,
      "minLength": 20,
      "description": "The previewId from the matching prepare_ tool, after the teacher said yes to that preview."
    }
  },
  "additionalProperties": false
}

confirm_release_results

Releases results exactly as specified by the owner-bound previewId, subject to explicit teacher approval of that specific preview. Release cannot be reversed.

destructive

Argument	Type	Description
previewId*	string	The previewId from the matching prepare_ tool, after the teacher said yes to that preview.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "previewId"
  ],
  "properties": {
    "previewId": {
      "type": "string",
      "maxLength": 200,
      "minLength": 20,
      "description": "The previewId from the matching prepare_ tool, after the teacher said yes to that preview."
    }
  },
  "additionalProperties": false
}

confirm_update_publication

Applies the owner-bound publication preview identified by previewId, subject to explicit teacher approval of that specific preview.

destructive

Argument	Type	Description
previewId*	string	The previewId from the matching prepare_ tool, after the teacher said yes to that preview.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "previewId"
  ],
  "properties": {
    "previewId": {
      "type": "string",
      "maxLength": 200,
      "minLength": 20,
      "description": "The previewId from the matching prepare_ tool, after the teacher said yes to that preview."
    }
  },
  "additionalProperties": false
}

create_assignment_draft

Builds an assignment draft from multiple-choice questions picked by question-bank mcq: id and/or drawn from units and topics (skipping already assigned questions), Fiveable FRQ or SAQ ids, readings with optional checks, or a diagnostic. Settings start from the first class's defaults. AP Calculus drafts require courseVariant or target classes sharing one course. Returns the draft id and review link. Drafts never use an included assignment slot.

Argument	Type	Description
dueAt	string	Default due time for every class.
title*	string
classes	array	Classes to target, each with an optional due date.
sections*	array
settings	object
requestId*	string	A unique id you generate for this action. Reuse it only when retrying the same action.
availableAt	string	When it opens, ISO with offset.
subjectSlug*	string	Subject, e.g. apush or ap-bio.

create_classes

Creates one or more classes in the teacher's workspace. Students join through an assignment's class link or a teacher-managed roster; there are no class codes. Created classes can be archived.

Argument	Type	Description
classes*	array
requestId*	string	A unique id you generate for this action. Reuse it only when retrying the same action.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "classes",
    "requestId"
  ],
  "properties": {
    "classes": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "name",
          "subjectSlug"
        ],
        "properties": {
          "name": {
            "type": "string",
            "maxLength": 100,
            "minLength": 1,
            "description": "e.g. \"Period 3 APUSH\"."
          },
          "subjectSlug": {
            "type": "string",
            "maxLength": 100,
            "minLength": 1,
            "description": "Subject, e.g. apush or ap-bio."
          },
          "courseVariant": {
            "enum": [
              "ap-calc-ab",
              "ap-calc-bc"
            ],
            "type": "string",
            "description": "AP Calculus only: ap-calc-ab or ap-calc-bc."
          }
        },
        "additionalProperties": false
      },
      "maxItems": 8,
      "minItems": 1
    },
    "requestId": {
      "type": "string",
      "pattern": "^[\\w-]{8,128}$",
      "description": "A unique id you generate for this action. Reuse it only when retrying the same action."
    }
  },
  "additionalProperties": false
}

create_grading_session

Creates a workspace grading session for finished student work, including paper, Google Docs or an AP Classroom export. Accepts a Fiveable FRQ or SAQ id, or the teacher's own question in prompt. A session uses an included assignment when grading starts unless the account has unlimited assignments. Returns the new session id.

Argument	Type	Description
title	string
prompt	object	The teacher's own question, when not a Fiveable one.
requestId*	string	A unique id you generate for this action. Reuse it only when retrying the same action.
subjectSlug*	string	e.g. apush or ap-bio.
fiveableQuestionId	string	frq:… or saq:… from search_question_bank, or frq: plus the FRQ id from get_frq.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "subjectSlug",
    "requestId"
  ],
  "properties": {
    "title": {
      "type": "string",
      "maxLength": 200
    },
    "prompt": {
      "type": "object",
      "required": [
        "text"
      ],
      "properties": {
        "text": {
          "type": "string",
          "maxLength": 20000,
          "minLength": 20,
          "description": "The question exactly as the teacher assigned it."
        },
        "images": {
          "type": "array",
          "items": {
            "type": "object",
            "required": [
              "data",
              "mediaType"
            ],
            "properties": {
              "data": {
                "type": "string",
                "maxLength": 6000000,
                "minLength": 1,
                "description": "Base64 image, no data: prefix."
              },
              "mediaType": {
                "enum": [
                  "image/jpeg",
                  "image/png",
                  "image/webp"
                ],
                "type": "string"
              }
            },
            "additionalProperties": false
          },
          "maxItems": 4,
          "description": "Visuals the question depends on."
        },
        "frqType": {
          "type": "string",
          "maxLength": 120,
          "description": "Question type as Fiveable names it, e.g. \"Long Essay Question (LEQ)\". Omit to get the list."
        }
      },
      "description": "The teacher's own question, when not a Fiveable one.",
      "additionalProperties": false
    },
    "requestId": {
      "type": "string",
      "pattern": "^[\\w-]{8,128}$",
      "description": "A unique id you generate for this action. Reuse it only when retrying the same action."
    },
    "subjectSlug": {
      "type": "string",
      "maxLength": 100,
      "minLength": 1,
      "description": "e.g. apush or ap-bio."
    },
    "fiveableQuestionId": {
      "type": "string",
      "maxLength": 120,
      "description": "frq:… or saq:… from search_question_bank, or frq: plus the FRQ id from get_frq."
    }
  },
  "additionalProperties": false
}

duplicate_assignment

Copies a teacher-owned assignment, including archived or prior-year work, into a new draft with the same questions and settings. The resulting draft can be retargeted or archived.

Argument	Type	Description
requestId*	string	A unique id you generate for this action. Reuse it only when retrying the same action.
assignmentId*	string	Assignment id from list_coursework.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "assignmentId",
    "requestId"
  ],
  "properties": {
    "requestId": {
      "type": "string",
      "pattern": "^[\\w-]{8,128}$",
      "description": "A unique id you generate for this action. Reuse it only when retrying the same action."
    },
    "assignmentId": {
      "type": "string",
      "maxLength": 100,
      "minLength": 1,
      "description": "Assignment id from list_coursework."
    }
  },
  "additionalProperties": false
}

export_grading_results

Creates a Google Sheet of the session's results in the teacher's own Drive (one row per student, scores by part, feedback links) and returns its link. The rows never pass through chat. Needs Google connected with Sheets access; otherwise returns the link to connect it.

Argument	Type	Description
sessionId*	string	Grading session id from list_grading_sessions or create_grading_session.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "sessionId"
  ],
  "properties": {
    "sessionId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Grading session id from list_grading_sessions or create_grading_session."
    }
  },
  "additionalProperties": false
}

get_assignment

Returns one assignment's sections, question counts, scoring and timing settings, published classes, due dates and student links. Cheap.

read-only

Argument	Type	Description
assignmentId*	string	Assignment id from list_coursework.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "assignmentId"
  ],
  "properties": {
    "assignmentId": {
      "type": "string",
      "maxLength": 100,
      "minLength": 1,
      "description": "Assignment id from list_coursework."
    }
  },
  "additionalProperties": false
}

get_assignment_question_breakdown

Per-question results for one assignment: percent correct and how many students picked each answer choice (identifying which distractors drew responses), plus FRQ part-by-part full-credit rates. Use it for 'which questions went worst?'. Moderate cost.

read-only

Argument	Type	Description
assignmentId*	string	Assignment id from list_coursework.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "assignmentId"
  ],
  "properties": {
    "assignmentId": {
      "type": "string",
      "maxLength": 100,
      "minLength": 1,
      "description": "Assignment id from list_coursework."
    }
  },
  "additionalProperties": false
}

get_assignment_status

Where each student is on one assignment: in progress, submitted, scored, or waiting for review, with their score when results are available. Students appear by handle and short name. Use it for 'who hasn't finished?' or 'how did period 5 do?'. Cheap.

read-only

Argument	Type	Description
assignmentId*	string	Assignment id from list_coursework.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "assignmentId"
  ],
  "properties": {
    "assignmentId": {
      "type": "string",
      "maxLength": 100,
      "minLength": 1,
      "description": "Assignment id from list_coursework."
    }
  },
  "additionalProperties": false
}

get_cheatsheet

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.

read-only

Argument	Type	Description
page*	integer
limit*	integer
cheatsheetId*	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "cheatsheetId",
    "page",
    "limit"
  ],
  "properties": {
    "page": {
      "type": "integer",
      "default": 1,
      "maximum": 32,
      "minimum": 1
    },
    "limit": {
      "type": "integer",
      "default": 1,
      "maximum": 3,
      "minimum": 1
    },
    "cheatsheetId": {
      "type": "string",
      "pattern": "^cs_[a-f0-9]{24}$"
    }
  },
  "additionalProperties": false
}

get_class

One class in the teacher's workspace: subject, roster (students by handle and short name), the class's assignment defaults, and the student links of assignments currently open to it. Students join a class by opening one of those links; there are no class codes. Cheap.

read-only

Argument	Type	Description
classId*	string	Class id from list_classes.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "classId"
  ],
  "properties": {
    "classId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Class id from list_classes."
    }
  },
  "additionalProperties": false
}

get_class_insights

How a class (or all the teacher's classes) is doing on Fiveable assignments: accuracy and FRQ points with change over time, each assignment's turn-in rate and average, and each student's average with flags (missing work, dropping, improving), weakest first. Scope by class, subject, assignment or time window. Moderate cost.

read-only

Argument	Type	Description
days*	integer	Look back this many days. 0 means this school year.
classId	string	Limit to one class (id from list_classes).
subjectSlug	string	Limit to one subject, e.g. apush or ap-bio.
assignmentId	string	Limit to one assignment (id from list_coursework).

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "days"
  ],
  "properties": {
    "days": {
      "type": "integer",
      "default": 0,
      "maximum": 3650,
      "minimum": 0,
      "description": "Look back this many days. 0 means this school year."
    },
    "classId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Limit to one class (id from list_classes)."
    },
    "subjectSlug": {
      "type": "string",
      "maxLength": 100,
      "description": "Limit to one subject, e.g. apush or ap-bio."
    },
    "assignmentId": {
      "type": "string",
      "maxLength": 100,
      "description": "Limit to one assignment (id from list_coursework)."
    }
  },
  "additionalProperties": false
}

get_content_sections

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.

read-only

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

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "subjectSlug",
    "query",
    "maximumSections",
    "maximumTokens"
  ],
  "properties": {
    "query": {
      "type": "string",
      "minLength": 2,
      "description": "The concept or question the student needs help with."
    },
    "intent": {
      "enum": [
        "explain",
        "quiz",
        "notes",
        "frq",
        "research"
      ],
      "type": "string",
      "description": "Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics."
    },
    "guideSlug": {
      "type": "string",
      "description": "Optional exact guide reference from get_subject_outline or search_content."
    },
    "subjectSlug": {
      "type": "string",
      "minLength": 2,
      "description": "Fiveable subject slug, e.g. \"ap-bio\". A course name such as \"AP Biology\" also resolves."
    },
    "maximumTokens": {
      "type": "integer",
      "default": 1800,
      "maximum": 4000,
      "minimum": 250
    },
    "maximumSections": {
      "type": "integer",
      "default": 3,
      "maximum": 5,
      "minimum": 1
    }
  },
  "additionalProperties": false
}

get_essay_feedback

One essay's score and feedback part by part, what the teacher changed, and whether it's approved. Set includeText only when the teacher wants to read the response itself.

read-only

Argument	Type	Description
sessionId*	string	Grading session id from list_grading_sessions or create_grading_session.
essayHandle*	string	Essay handle from get_grading_results, e.g. E-3b91c0.
includeText*	boolean

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "sessionId",
    "essayHandle",
    "includeText"
  ],
  "properties": {
    "sessionId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Grading session id from list_grading_sessions or create_grading_session."
    },
    "essayHandle": {
      "type": "string",
      "pattern": "^E-[a-f0-9]{6}$",
      "description": "Essay handle from get_grading_results, e.g. E-3b91c0."
    },
    "includeText": {
      "type": "boolean",
      "default": false
    }
  },
  "additionalProperties": false
}

get_exam_options

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.

read-only

Argument	Type	Description
unitNumber	integer
subjectSlug	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "properties": {
    "unitNumber": {
      "type": "integer",
      "maximum": 99,
      "minimum": 1
    },
    "subjectSlug": {
      "type": "string",
      "pattern": "^[a-z0-9-]+$",
      "maxLength": 100
    }
  },
  "additionalProperties": false
}

get_frq

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.

read-only

Argument	Type	Description
frqId*	string	FRQ id from list_frqs.
intent	string	Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "frqId"
  ],
  "properties": {
    "frqId": {
      "type": "string",
      "minLength": 1,
      "description": "FRQ id from list_frqs."
    },
    "intent": {
      "enum": [
        "explain",
        "quiz",
        "notes",
        "frq",
        "research"
      ],
      "type": "string",
      "description": "Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics."
    }
  },
  "additionalProperties": false
}

get_grading_progress

Returns grading counts (scored, remaining, failed and approved) and background-job status (running, done or stopped). Cheap.

read-only

Argument	Type	Description
sessionId*	string	Grading session id from list_grading_sessions or create_grading_session.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "sessionId"
  ],
  "properties": {
    "sessionId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Grading session id from list_grading_sessions or create_grading_session."
    }
  },
  "additionalProperties": false
}

get_grading_results

Class results for a grading session: average, score distribution, how the class did on each rubric part, common gaps, and a table of essays (handle, short name, score, status, what to check). Filter to the ones that need review, drafts, approved or failed. Scores marked AI draft aren't approved yet.

read-only

Argument	Type	Description
limit*	integer
filter*	string
offset*	integer
sessionId*	string	Grading session id from list_grading_sessions or create_grading_session.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "sessionId",
    "filter",
    "offset",
    "limit"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "default": 50,
      "maximum": 100,
      "minimum": 1
    },
    "filter": {
      "enum": [
        "all",
        "needs_review",
        "draft",
        "approved",
        "failed"
      ],
      "type": "string",
      "default": "all"
    },
    "offset": {
      "type": "integer",
      "default": 0,
      "maximum": 9007199254740991,
      "minimum": 0
    },
    "sessionId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Grading session id from list_grading_sessions or create_grading_session."
    }
  },
  "additionalProperties": false
}

get_grading_rubric

Returns the session's Fiveable scoring guidelines point by point on the AP rubric for its question type. If absent, starts rubric generation and returns pending status; generation takes about a minute. Rubrics use the website's grading pipeline. Cheap once written.

Argument	Type	Description
sessionId*	string	Grading session id from list_grading_sessions or create_grading_session.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "sessionId"
  ],
  "properties": {
    "sessionId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Grading session id from list_grading_sessions or create_grading_session."
    }
  },
  "additionalProperties": false
}

get_guide_reading_questions

Returns reading-check questions and keys for one Fiveable guide: the curated set when available, otherwise generated questions (slower). Accepts a guide id. Suitable for exit tickets, reading quizzes and guided reading handouts.

read-only

Argument	Type	Description
guideId*	string	Study guide document id, or study-guide: resource id from list_teaching_resources.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "guideId"
  ],
  "properties": {
    "guideId": {
      "type": "string",
      "maxLength": 200,
      "minLength": 1,
      "description": "Study guide document id, or study-guide: resource id from list_teaching_resources."
    }
  },
  "additionalProperties": false
}

get_guided_notes

AMSCO textbook guided-notes prompts with answer keys for one chapter, for subjects that have AMSCO notes (for example AP US History). Without a chapter it lists the chapters. Use for guided notes handouts and reading checks. Cheap.

read-only

Argument	Type	Description
chapterSlug	string	Chapter slug from the chapter list, e.g. chapter-1-1.
subjectSlug*	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "subjectSlug"
  ],
  "properties": {
    "chapterSlug": {
      "type": "string",
      "maxLength": 100,
      "description": "Chapter slug from the chapter list, e.g. chapter-1-1."
    },
    "subjectSlug": {
      "type": "string",
      "maxLength": 100,
      "minLength": 1
    }
  },
  "additionalProperties": false
}

get_key_term

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.

read-only

Argument	Type	Description
intent	string	Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.
termSlug*	string	Key term slug or the term itself, e.g. "natural-selection".
subjectSlug*	string	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.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "subjectSlug",
    "termSlug"
  ],
  "properties": {
    "intent": {
      "enum": [
        "explain",
        "quiz",
        "notes",
        "frq",
        "research"
      ],
      "type": "string",
      "description": "Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics."
    },
    "termSlug": {
      "type": "string",
      "minLength": 1,
      "description": "Key term slug or the term itself, e.g. \"natural-selection\"."
    },
    "subjectSlug": {
      "type": "string",
      "minLength": 2,
      "description": "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."
    }
  },
  "additionalProperties": false
}

get_my_teacher_workspace

Orientation for the signed-in teacher's Fiveable workspace: classes, coursework awaiting review or due this week, included assignments remaining, and configured Google connections. Cheap.

read-only

No arguments.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "properties": {},
  "additionalProperties": false
}

get_questions_for_materials

Returns up to 40 bank questions with answer keys, explanations, complete stimuli and Fiveable attribution for classroom materials. Stimuli are required context for their questions; answer keys are teacher-only material. Counts against the content budget.

read-only

Argument	Type	Description
purpose	string	What the teacher is making. Used only to improve Fiveable; changes nothing in the result.
questionIds*	array
subjectSlug*	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "subjectSlug",
    "questionIds"
  ],
  "properties": {
    "purpose": {
      "enum": [
        "slides",
        "worksheet",
        "game",
        "notes",
        "quiz",
        "other"
      ],
      "type": "string",
      "description": "What the teacher is making. Used only to improve Fiveable; changes nothing in the result."
    },
    "questionIds": {
      "type": "array",
      "items": {
        "type": "string",
        "pattern": "^(mcq|stimulus-set|frq):[\\w-]+$|^saq:[\\w-]+:[A-Za-z]$",
        "description": "Question id from search_question_bank, e.g. mcq:64f… or stimulus-set:64f…."
      },
      "maxItems": 40,
      "minItems": 1
    },
    "subjectSlug": {
      "type": "string",
      "maxLength": 100,
      "minLength": 1
    }
  },
  "additionalProperties": false
}

get_reteach_gaps

Ranks topics, units, CED skills and FRQ rubric rows where a class lost the most points on Fiveable assignments. Optional filters cover class, subject, assignment and time window. Moderate cost.

read-only

Argument	Type	Description
days*	integer	Look back this many days. 0 means this school year.
classId	string	Limit to one class (id from list_classes).
subjectSlug	string	Limit to one subject, e.g. apush or ap-bio.
assignmentId	string	Limit to one assignment (id from list_coursework).

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "days"
  ],
  "properties": {
    "days": {
      "type": "integer",
      "default": 0,
      "maximum": 3650,
      "minimum": 0,
      "description": "Look back this many days. 0 means this school year."
    },
    "classId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Limit to one class (id from list_classes)."
    },
    "subjectSlug": {
      "type": "string",
      "maxLength": 100,
      "description": "Limit to one subject, e.g. apush or ap-bio."
    },
    "assignmentId": {
      "type": "string",
      "maxLength": 100,
      "description": "Limit to one assignment (id from list_coursework)."
    }
  },
  "additionalProperties": false
}

get_skill_insights

Class progress on AP course skills (for example causation or contextualization): each skill's verdict (solid, improving, stuck, developing, building), average, trend, the students who need support most, and the units to revisit. Says so when evidence is limited instead of guessing. Works best scoped to one subject. Moderate cost.

read-only

Argument	Type	Description
days*	integer	Look back this many days. 0 means this school year.
classId	string	Limit to one class (id from list_classes).
subjectSlug	string	Limit to one subject, e.g. apush or ap-bio.
assignmentId	string	Limit to one assignment (id from list_coursework).

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "days"
  ],
  "properties": {
    "days": {
      "type": "integer",
      "default": 0,
      "maximum": 3650,
      "minimum": 0,
      "description": "Look back this many days. 0 means this school year."
    },
    "classId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Limit to one class (id from list_classes)."
    },
    "subjectSlug": {
      "type": "string",
      "maxLength": 100,
      "description": "Limit to one subject, e.g. apush or ap-bio."
    },
    "assignmentId": {
      "type": "string",
      "maxLength": 100,
      "description": "Limit to one assignment (id from list_coursework)."
    }
  },
  "additionalProperties": false
}

get_student_insights

Returns one student's Fiveable work: average, missing work, assignment scores, weakest units and topics, and skill progress. Accepts an anonymous student handle (S-…). Suitable for conference preparation, parent notes and individual reteaching. Moderate cost.

read-only

Argument	Type	Description
days*	integer	Look back this many days. 0 means this school year.
handle*	string	The student's handle, e.g. S-4f2a1c.
classId	string	Limit to one class (id from list_classes).
subjectSlug	string	Limit to one subject, e.g. apush or ap-bio.
assignmentId	string	Limit to one assignment (id from list_coursework).

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "handle",
    "days"
  ],
  "properties": {
    "days": {
      "type": "integer",
      "default": 0,
      "maximum": 3650,
      "minimum": 0,
      "description": "Look back this many days. 0 means this school year."
    },
    "handle": {
      "type": "string",
      "pattern": "^S-[a-f0-9]{6}$",
      "description": "The student's handle, e.g. S-4f2a1c."
    },
    "classId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Limit to one class (id from list_classes)."
    },
    "subjectSlug": {
      "type": "string",
      "maxLength": 100,
      "description": "Limit to one subject, e.g. apush or ap-bio."
    },
    "assignmentId": {
      "type": "string",
      "maxLength": 100,
      "description": "Limit to one assignment (id from list_coursework)."
    }
  },
  "additionalProperties": false
}

get_study_guide

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.

read-only

Argument	Type	Description
intent	string	Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.
guideSlug*	string	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	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.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "subjectSlug",
    "guideSlug"
  ],
  "properties": {
    "intent": {
      "enum": [
        "explain",
        "quiz",
        "notes",
        "frq",
        "research"
      ],
      "type": "string",
      "description": "Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics."
    },
    "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\"."
    },
    "subjectSlug": {
      "type": "string",
      "minLength": 2,
      "description": "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."
    }
  },
  "additionalProperties": false
}

get_subject_outline

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.

read-only

Argument	Type	Description
intent	string	Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.
subjectSlug*	string	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.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "subjectSlug"
  ],
  "properties": {
    "intent": {
      "enum": [
        "explain",
        "quiz",
        "notes",
        "frq",
        "research"
      ],
      "type": "string",
      "description": "Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics."
    },
    "subjectSlug": {
      "type": "string",
      "minLength": 2,
      "description": "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."
    }
  },
  "additionalProperties": false
}

get_submission

One student's submission on a Fiveable assignment: each section's AI and teacher scores, the FRQ rubric breakdown, overrides and feedback, and whether the student can see results yet. includeText requires that the teacher wants to read the student's responses; it also returns student drawings and handwritten pages as images.

read-only

Argument	Type	Description
includeText*	boolean
assignmentId*	string	Assignment id from list_coursework or list_submissions_to_review.
submissionId*	string	Submission id from list_submissions_to_review.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "assignmentId",
    "submissionId",
    "includeText"
  ],
  "properties": {
    "includeText": {
      "type": "boolean",
      "default": false
    },
    "assignmentId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Assignment id from list_coursework or list_submissions_to_review."
    },
    "submissionId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Submission id from list_submissions_to_review."
    }
  },
  "additionalProperties": false
}

get_unit_overview

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.

read-only

Argument	Type	Description
intent	string	Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.
unitSlug*	string	Unit slug from get_subject_outline, e.g. "unit-1".
subjectSlug*	string	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.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "subjectSlug",
    "unitSlug"
  ],
  "properties": {
    "intent": {
      "enum": [
        "explain",
        "quiz",
        "notes",
        "frq",
        "research"
      ],
      "type": "string",
      "description": "Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics."
    },
    "unitSlug": {
      "type": "string",
      "minLength": 1,
      "description": "Unit slug from get_subject_outline, e.g. \"unit-1\"."
    },
    "subjectSlug": {
      "type": "string",
      "minLength": 2,
      "description": "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."
    }
  },
  "additionalProperties": false
}

import_essays_from_files

Splits teacher-supplied PDFs or Word stacks into one essay per student, including AP Classroom 'FRQ Response PDFs, By Student Page Break' exports. Photos support one essay per image and are read by Fiveable. Accepts up to three ChatGPT attached uploads of 25 MB each, or up to three base64 files totaling about 3 MB. Returns counts and warnings only. Long PDFs can take up to a minute.

Argument	Type	Description
files*	array
uploads*	array	Files the teacher attached in ChatGPT, passed by reference.
sessionId*	string	Grading session id from list_grading_sessions or create_grading_session.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "sessionId",
    "files",
    "uploads"
  ],
  "properties": {
    "files": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "fileName",
          "mediaType",
          "dataBase64"
        ],
        "properties": {
          "fileName": {
            "type": "string",
            "maxLength": 200,
            "minLength": 1
          },
          "mediaType": {
            "type": "string",
            "maxLength": 120,
            "description": "e.g. application/pdf, image/jpeg."
          },
          "dataBase64": {
            "type": "string",
            "maxLength": 4200000,
            "minLength": 1
          }
        },
        "additionalProperties": false
      },
      "default": [],
      "maxItems": 3
    },
    "uploads": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "download_url",
          "file_id"
        ],
        "properties": {
          "file_id": {
            "type": "string",
            "maxLength": 200,
            "minLength": 1
          },
          "file_name": {
            "type": "string",
            "maxLength": 200
          },
          "mime_type": {
            "type": "string",
            "maxLength": 120
          },
          "download_url": {
            "type": "string",
            "maxLength": 4000,
            "minLength": 1
          }
        },
        "additionalProperties": false
      },
      "default": [],
      "maxItems": 3,
      "description": "Files the teacher attached in ChatGPT, passed by reference."
    },
    "sessionId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Grading session id from list_grading_sessions or create_grading_session."
    }
  },
  "additionalProperties": false
}

import_essays_from_google_classroom

Adds selected Google Classroom turn-in handles to a grading session. Reads authorized Google Docs directly; optional teacher-provided text supports other files or missing Google access. Names come from the Classroom roster. Existing session submissions are skipped. Records the source Classroom assignment for subsequent approved-grade export. Returns counts only.

Argument	Type	Description
turnIns*	array
courseId*	string	Id from list_google_classroom_work.
sessionId*	string	Grading session id from list_grading_sessions or create_grading_session.
courseWorkId*	string	Id from list_google_classroom_work.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "sessionId",
    "courseId",
    "courseWorkId",
    "turnIns"
  ],
  "properties": {
    "turnIns": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "handle"
        ],
        "properties": {
          "text": {
            "type": "string",
            "maxLength": 50000,
            "minLength": 1,
            "description": "Optional teacher-provided work. Omit to read the authorized Classroom file through Fiveable."
          },
          "handle": {
            "type": "string",
            "pattern": "^T-[a-f\\d]{6}$",
            "description": "Turn-in handle from list_google_classroom_work."
          }
        },
        "additionalProperties": false
      },
      "maxItems": 150,
      "minItems": 1
    },
    "courseId": {
      "type": "string",
      "pattern": "^[\\w-]{1,64}$",
      "description": "Id from list_google_classroom_work."
    },
    "sessionId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Grading session id from list_grading_sessions or create_grading_session."
    },
    "courseWorkId": {
      "type": "string",
      "pattern": "^[\\w-]{1,64}$",
      "description": "Id from list_google_classroom_work."
    }
  },
  "additionalProperties": false
}

import_essays_from_text

Adds individual student responses supplied as pasted, downloaded or transcribed text, with each student's name as written. Photo transcriptions require transcribedFromPhotos and explicit teacherConfirmedTranscription approval of the transcription. Returns counts only.

Argument	Type	Description
essays*	array
sessionId*	string	Grading session id from list_grading_sessions or create_grading_session.
transcribedFromPhotos*	boolean
teacherConfirmedTranscription*	boolean

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "sessionId",
    "essays",
    "transcribedFromPhotos",
    "teacherConfirmedTranscription"
  ],
  "properties": {
    "essays": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "text"
        ],
        "properties": {
          "text": {
            "type": "string",
            "maxLength": 60000,
            "minLength": 1
          },
          "studentName": {
            "type": "string",
            "maxLength": 120,
            "description": "As written on the work. Omit if unknown."
          }
        },
        "additionalProperties": false
      },
      "maxItems": 100,
      "minItems": 1
    },
    "sessionId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Grading session id from list_grading_sessions or create_grading_session."
    },
    "transcribedFromPhotos": {
      "type": "boolean",
      "default": false
    },
    "teacherConfirmedTranscription": {
      "type": "boolean",
      "default": false
    }
  },
  "additionalProperties": false
}

link_grading_to_class

Links a grading session to a workspace class so results feed class insights. Exact roster-name matches link automatically; explicit essay-handle to student-handle matches resolve remaining essays. Returns unmatched essays. A null classId removes the class link.

destructive

Argument	Type	Description
classId*	any	Class id from list_classes, or null to unlink.
matches*	array
sessionId*	string	Grading session id from list_grading_sessions or create_grading_session.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "sessionId",
    "classId",
    "matches"
  ],
  "properties": {
    "classId": {
      "anyOf": [
        {
          "type": "string",
          "pattern": "^[a-f\\d]{24}$"
        },
        {
          "type": "null"
        }
      ],
      "description": "Class id from list_classes, or null to unlink."
    },
    "matches": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "essayHandle",
          "studentHandle"
        ],
        "properties": {
          "essayHandle": {
            "type": "string",
            "pattern": "^E-[a-f0-9]{6}$",
            "description": "Essay handle from get_grading_results, e.g. E-3b91c0."
          },
          "studentHandle": {
            "type": "string",
            "pattern": "^S-[a-f0-9]{6}$"
          }
        },
        "additionalProperties": false
      },
      "default": [],
      "maxItems": 200
    },
    "sessionId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Grading session id from list_grading_sessions or create_grading_session."
    }
  },
  "additionalProperties": false
}

list_cheatsheets

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.

read-only

Argument	Type	Description
limit*	integer
cursor	string
unitNumber	integer
subjectSlug	string
courseVariant	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "limit"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "default": 10,
      "maximum": 25,
      "minimum": 1
    },
    "cursor": {
      "type": "string",
      "pattern": "^cs_[a-f0-9]{24}$"
    },
    "unitNumber": {
      "type": "integer",
      "maximum": 30,
      "minimum": 0
    },
    "subjectSlug": {
      "type": "string",
      "maxLength": 100,
      "minLength": 2
    },
    "courseVariant": {
      "type": "string",
      "maxLength": 100,
      "minLength": 2
    }
  },
  "additionalProperties": false
}

list_classes

Lists the signed-in teacher's classes with subject, student count and class id. Class names such as 'period 3' can be resolved to their ids. Cheap.

read-only

Argument	Type	Description
includeArchived*	boolean	List archived classes instead of active ones.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "includeArchived"
  ],
  "properties": {
    "includeArchived": {
      "type": "boolean",
      "default": false,
      "description": "List archived classes instead of active ones."
    }
  },
  "additionalProperties": false
}

list_coursework

Lists the teacher's assignments and grading sessions from their workspace ledger: status, class, due date, roster-based turn-in counts, review counts and class average. The active status filter selects work currently open to students. Optional filters cover class, subject and status. Cheap.

read-only

Argument	Type	Description
limit*	integer
cursor	string	Cursor from a previous page.
status*	string	Ledger status filter. needs_review shows work waiting for the teacher.
classId	string	Class id from list_classes.
subjectSlug	string	Limit to one subject, e.g. ap-bio or apush.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "status",
    "limit"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "default": 20,
      "maximum": 50,
      "minimum": 1
    },
    "cursor": {
      "type": "string",
      "maxLength": 200,
      "description": "Cursor from a previous page."
    },
    "status": {
      "enum": [
        "all",
        "draft",
        "scheduled",
        "active",
        "needs_review",
        "closed",
        "handed_back",
        "archived"
      ],
      "type": "string",
      "default": "all",
      "description": "Ledger status filter. needs_review shows work waiting for the teacher."
    },
    "classId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Class id from list_classes."
    },
    "subjectSlug": {
      "type": "string",
      "maxLength": 100,
      "description": "Limit to one subject, e.g. ap-bio or apush."
    }
  },
  "additionalProperties": false
}

list_frqs

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.

read-only

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

list_google_classroom_work

Walks the teacher's Google Classroom: with no ids, their courses; with a course id, its assignments; with a course and assignment id, who turned it in, each with a handle (T-…) and a link to the turned-in file. Use it to grade typed work collected in Classroom. Needs the teacher's Google Classroom connection.

read-only

Argument	Type	Description
courseId	string	Id from list_google_classroom_work.
courseWorkId	string	Id from list_google_classroom_work.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "properties": {
    "courseId": {
      "type": "string",
      "pattern": "^[\\w-]{1,64}$",
      "description": "Id from list_google_classroom_work."
    },
    "courseWorkId": {
      "type": "string",
      "pattern": "^[\\w-]{1,64}$",
      "description": "Id from list_google_classroom_work."
    }
  },
  "additionalProperties": false
}

list_grading_sessions

The teacher's grading sessions for work done outside Fiveable (stacks of essays graded in the workspace), newest first, with essay, scored and approved counts. Use to resume a stack. Cheap.

read-only

Argument	Type	Description
limit*	integer

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "limit"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "default": 20,
      "maximum": 50,
      "minimum": 1
    }
  },
  "additionalProperties": false
}

list_key_terms

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.

read-only

Argument	Type	Description
page*	integer	1-indexed page number.
limit*	integer	Terms per page.
intent	string	Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics.
letter*	string	Filter to terms starting with one letter, or "ALL" for every term.
subjectSlug*	string	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.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "subjectSlug",
    "page",
    "limit",
    "letter"
  ],
  "properties": {
    "page": {
      "type": "integer",
      "default": 1,
      "maximum": 9007199254740991,
      "minimum": 1,
      "description": "1-indexed page number."
    },
    "limit": {
      "type": "integer",
      "default": 25,
      "maximum": 100,
      "minimum": 1,
      "description": "Terms per page."
    },
    "intent": {
      "enum": [
        "explain",
        "quiz",
        "notes",
        "frq",
        "research"
      ],
      "type": "string",
      "description": "Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics."
    },
    "letter": {
      "type": "string",
      "default": "ALL",
      "description": "Filter to terms starting with one letter, or \"ALL\" for every term."
    },
    "subjectSlug": {
      "type": "string",
      "minLength": 2,
      "description": "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."
    }
  },
  "additionalProperties": false
}

list_subjects

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.

read-only

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

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "properties": {
    "intent": {
      "enum": [
        "explain",
        "quiz",
        "notes",
        "frq",
        "research"
      ],
      "type": "string",
      "description": "Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics."
    },
    "search": {
      "type": "string",
      "description": "Optional case-insensitive filter on subject name, e.g. \"bio\" or \"history\"."
    }
  },
  "additionalProperties": false
}

list_submissions_to_review

The teacher's review queue, as on the website inbox: submissions whose free responses need a teacher score or a look at the AI score, imported essays awaiting approval, and assignments ready to hand back. Each row includes the identifiers and review operation for its item. Filter by subject or assignment. Cheap.

read-only

Argument	Type	Description
limit*	integer
cursor	string
filter*	string
subjectSlug	string
assignmentId	string	Assignment id from list_coursework or list_submissions_to_review.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "filter",
    "limit"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "default": 25,
      "maximum": 50,
      "minimum": 1
    },
    "cursor": {
      "type": "string",
      "maxLength": 500
    },
    "filter": {
      "enum": [
        "all",
        "review",
        "handback"
      ],
      "type": "string",
      "default": "all"
    },
    "subjectSlug": {
      "type": "string",
      "maxLength": 100
    },
    "assignmentId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Assignment id from list_coursework or list_submissions_to_review."
    }
  },
  "additionalProperties": false
}

list_teaching_resources

Lists assignment reading resources for one subject: study guides, unit reviews, AMSCO guided notes, key terms and cheatsheets, with resource ids suitable for reading sections. Optional filters cover kind, unit and words. Cheap.

read-only

Argument	Type	Description
kind	string
unit	string	Exact unit label from the result's unit list.
limit*	integer
query	string
offset*	integer
subjectSlug*	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "subjectSlug",
    "offset",
    "limit"
  ],
  "properties": {
    "kind": {
      "enum": [
        "study-guide",
        "unit-review",
        "guided-notes",
        "key-terms",
        "cheatsheet",
        "visual-cheatsheet"
      ],
      "type": "string"
    },
    "unit": {
      "type": "string",
      "maxLength": 200,
      "description": "Exact unit label from the result's unit list."
    },
    "limit": {
      "type": "integer",
      "default": 25,
      "maximum": 50,
      "minimum": 1
    },
    "query": {
      "type": "string",
      "maxLength": 200
    },
    "offset": {
      "type": "integer",
      "default": 0,
      "maximum": 9007199254740991,
      "minimum": 0
    },
    "subjectSlug": {
      "type": "string",
      "maxLength": 100,
      "minLength": 1
    }
  },
  "additionalProperties": false
}

override_essay_score

Changes the points on one rubric part of a scored essay, with the teacher's reason. The change is logged and the total recalculated, as on the website. Reversal restores the previous part points.

destructive

Argument	Type	Description
part*	string	Rubric part as shown in get_essay_feedback, e.g. "A" or "Thesis".
points*	number
reason*	string
sessionId*	string	Grading session id from list_grading_sessions or create_grading_session.
essayHandle*	string	Essay handle from get_grading_results, e.g. E-3b91c0.
reasonCategory*	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "sessionId",
    "essayHandle",
    "part",
    "points",
    "reasonCategory",
    "reason"
  ],
  "properties": {
    "part": {
      "type": "string",
      "maxLength": 20,
      "minLength": 1,
      "description": "Rubric part as shown in get_essay_feedback, e.g. \"A\" or \"Thesis\"."
    },
    "points": {
      "type": "number",
      "maximum": 100,
      "minimum": 0
    },
    "reason": {
      "type": "string",
      "default": "",
      "maxLength": 2000
    },
    "sessionId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Grading session id from list_grading_sessions or create_grading_session."
    },
    "essayHandle": {
      "type": "string",
      "pattern": "^E-[a-f0-9]{6}$",
      "description": "Essay handle from get_grading_results, e.g. E-3b91c0."
    },
    "reasonCategory": {
      "enum": [
        "evidence",
        "reasoning",
        "accuracy",
        "rubric",
        "teacher-judgment",
        "other"
      ],
      "type": "string",
      "default": "teacher-judgment"
    }
  },
  "additionalProperties": false
}

override_submission_part

Changes the points on one rubric part of an AI-scored FRQ in a submission, with the teacher's reason, as on the website. The section's score is recalculated. Reversal restores the previous part points.

destructive

Argument	Type	Description
part*	string
itemId*	string
points*	number
reason*	string
assignmentId*	string	Assignment id from list_coursework or list_submissions_to_review.
submissionId*	string	Submission id from list_submissions_to_review.
reasonCategory*	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "assignmentId",
    "submissionId",
    "itemId",
    "part",
    "points",
    "reasonCategory",
    "reason"
  ],
  "properties": {
    "part": {
      "type": "string",
      "maxLength": 20,
      "minLength": 1
    },
    "itemId": {
      "type": "string",
      "format": "uuid",
      "pattern": "^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$"
    },
    "points": {
      "type": "number",
      "maximum": 100,
      "minimum": 0
    },
    "reason": {
      "type": "string",
      "default": "",
      "maxLength": 2000
    },
    "assignmentId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Assignment id from list_coursework or list_submissions_to_review."
    },
    "submissionId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Submission id from list_submissions_to_review."
    },
    "reasonCategory": {
      "enum": [
        "evidence",
        "reasoning",
        "accuracy",
        "rubric",
        "teacher-judgment",
        "other"
      ],
      "type": "string",
      "default": "teacher-judgment"
    }
  },
  "additionalProperties": false
}

prepare_correct_answer_key

Creates an owner-bound confirmation preview for correcting a published multiple-choice key, including how many students gain or lose points. Accepts assignment section and question numbers. Keys and scores remain unchanged until approved preview execution.

Argument	Type	Description
note	string	A note for Fiveable with the shared fix.
explanation	string	Why this answer is right, in the teacher's words; defaults to the current explanation.
assignmentId*	string	Assignment id from list_coursework.
sectionNumber*	integer	1 for the assignment's first section.
correctAnswers*	array	The right answer letters, e.g. ["C"].
questionNumber*	integer	Question number within that section.
shareCorrection*	boolean	Also send the fix to Fiveable so the question is corrected for everyone.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "assignmentId",
    "sectionNumber",
    "questionNumber",
    "correctAnswers",
    "shareCorrection"
  ],
  "properties": {
    "note": {
      "type": "string",
      "maxLength": 2000,
      "description": "A note for Fiveable with the shared fix."
    },
    "explanation": {
      "type": "string",
      "maxLength": 5000,
      "description": "Why this answer is right, in the teacher's words; defaults to the current explanation."
    },
    "assignmentId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Assignment id from list_coursework."
    },
    "sectionNumber": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "1 for the assignment's first section."
    },
    "correctAnswers": {
      "type": "array",
      "items": {
        "type": "string",
        "pattern": "^[A-Ha-h]$"
      },
      "maxItems": 8,
      "minItems": 1,
      "description": "The right answer letters, e.g. [\"C\"]."
    },
    "questionNumber": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Question number within that section."
    },
    "shareCorrection": {
      "type": "boolean",
      "default": false,
      "description": "Also send the fix to Fiveable so the question is corrected for everyone."
    }
  },
  "additionalProperties": false
}

prepare_publish_assignment

Creates an owner-bound confirmation preview for publishing a draft or republishing with new dates: classes, openings, due dates in the teacher's time zone, result visibility and student-facing changes. Publication remains unchanged. Execution requires approval of this specific preview. With no classes, anyoneWithLink must be true for a public link.

Argument	Type	Description
dueAt	string	Due time for the anyone-with-link publish.
classes*	array
timeZone*	string	The teacher's IANA time zone, e.g. America/Chicago, so the preview shows their local times.
assignmentId*	string	Assignment id from list_coursework.
resultRelease	string	Defaults to the draft's setting.
anyoneWithLink*	boolean

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "assignmentId",
    "classes",
    "anyoneWithLink",
    "timeZone"
  ],
  "properties": {
    "dueAt": {
      "type": "string",
      "format": "date-time",
      "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z|([+-](?:[01]\\d|2[0-3]):[0-5]\\d)))$",
      "description": "Due time for the anyone-with-link publish."
    },
    "classes": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "classId"
        ],
        "properties": {
          "dueAt": {
            "type": "string",
            "format": "date-time",
            "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z|([+-](?:[01]\\d|2[0-3]):[0-5]\\d)))$"
          },
          "classId": {
            "type": "string",
            "pattern": "^[a-f\\d]{24}$",
            "description": "Class id from list_classes."
          },
          "opensAt": {
            "type": "string",
            "format": "date-time",
            "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z|([+-](?:[01]\\d|2[0-3]):[0-5]\\d)))$",
            "description": "When students can start; omit for now."
          },
          "resultsReleaseAt": {
            "type": "string",
            "format": "date-time",
            "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z|([+-](?:[01]\\d|2[0-3]):[0-5]\\d)))$",
            "description": "Only for scheduled release."
          }
        },
        "additionalProperties": false
      },
      "default": [],
      "maxItems": 12
    },
    "timeZone": {
      "type": "string",
      "default": "America/New_York",
      "maxLength": 64,
      "description": "The teacher's IANA time zone, e.g. America/Chicago, so the preview shows their local times."
    },
    "assignmentId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Assignment id from list_coursework."
    },
    "resultRelease": {
      "enum": [
        "immediate",
        "manual",
        "scheduled"
      ],
      "type": "string",
      "description": "Defaults to the draft's setting."
    },
    "anyoneWithLink": {
      "type": "boolean",
      "default": false
    }
  },
  "additionalProperties": false
}

prepare_push_grades_to_google_classroom

Creates an owner-bound confirmation preview for exporting approved grading-session scores to the source Google Classroom assignment. Includes included/excluded counts and the point scale. No grades are sent until approved preview execution.

Argument	Type	Description
sessionId*	string	Grading session id from list_grading_sessions or create_grading_session.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "sessionId"
  ],
  "properties": {
    "sessionId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Grading session id from list_grading_sessions or create_grading_session."
    }
  },
  "additionalProperties": false
}

prepare_release_results

Creates an owner-bound confirmation preview for releasing assignment scores and feedback to every class, including counts of unscored responses. Release status remains unchanged until approved preview execution. A release cannot be taken back.

Argument	Type	Description
assignmentId*	string	Assignment id from list_coursework.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "assignmentId"
  ],
  "properties": {
    "assignmentId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Assignment id from list_coursework."
    }
  },
  "additionalProperties": false
}

prepare_update_publication

Creates an owner-bound confirmation preview for closing or reopening a published assignment, or changing class open/due dates. Links and submissions remain intact. Publication remains unchanged until approved preview execution.

Argument	Type	Description
action*	string
changes*	array	For change_dates only.
timeZone*	string	The teacher's IANA time zone, e.g. America/Chicago, so the preview shows their local times.
assignmentId*	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "assignmentId",
    "action",
    "changes",
    "timeZone"
  ],
  "properties": {
    "action": {
      "enum": [
        "close",
        "reopen",
        "change_dates"
      ],
      "type": "string"
    },
    "changes": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "classId"
        ],
        "properties": {
          "dueAt": {
            "type": "string",
            "format": "date-time",
            "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z|([+-](?:[01]\\d|2[0-3]):[0-5]\\d)))$"
          },
          "classId": {
            "anyOf": [
              {
                "type": "string",
                "pattern": "^[a-f\\d]{24}$"
              },
              {
                "type": "null"
              }
            ],
            "description": "Class id, or null for the anyone-with-the-link publication."
          },
          "opensAt": {
            "type": "string",
            "format": "date-time",
            "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z|([+-](?:[01]\\d|2[0-3]):[0-5]\\d)))$"
          }
        },
        "additionalProperties": false
      },
      "default": [],
      "maxItems": 12,
      "description": "For change_dates only."
    },
    "timeZone": {
      "type": "string",
      "default": "America/New_York",
      "maxLength": 64,
      "description": "The teacher's IANA time zone, e.g. America/Chicago, so the preview shows their local times."
    },
    "assignmentId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$"
    }
  },
  "additionalProperties": false
}

preview_assignment_as_student

What a student will see when they open the assignment: instructions and each section in order. Answers are hidden, as they are for students. Diagnostics can't be previewed. Cheap.

read-only

Argument	Type	Description
assignmentId*	string	Assignment id from list_coursework.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "assignmentId"
  ],
  "properties": {
    "assignmentId": {
      "type": "string",
      "maxLength": 100,
      "minLength": 1,
      "description": "Assignment id from list_coursework."
    }
  },
  "additionalProperties": false
}

preview_question

Returns one bank question with its stimulus, choices, marked correct answer and explanation. Stimulus sets include all linked questions and keys. Answer keys are teacher-only material. Cheap.

read-only

Argument	Type	Description
questionId*	string	Question id from search_question_bank, e.g. mcq:64f… or stimulus-set:64f….
subjectSlug*	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "subjectSlug",
    "questionId"
  ],
  "properties": {
    "questionId": {
      "type": "string",
      "pattern": "^(mcq|stimulus-set|frq):[\\w-]+$|^saq:[\\w-]+:[A-Za-z]$",
      "description": "Question id from search_question_bank, e.g. mcq:64f… or stimulus-set:64f…."
    },
    "subjectSlug": {
      "type": "string",
      "maxLength": 100,
      "minLength": 1
    }
  },
  "additionalProperties": false
}

remove_students

Removes students by handle from a class roster while preserving their past work in the teacher's results. Returns an undoId valid for exact restoration within seven days.

destructive

Argument	Type	Description
classId*	string	Class id from list_classes.
handles*	array

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "classId",
    "handles"
  ],
  "properties": {
    "classId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Class id from list_classes."
    },
    "handles": {
      "type": "array",
      "items": {
        "type": "string",
        "pattern": "^S-[a-f0-9]{6}$",
        "description": "Student handle from get_class, e.g. S-4f2a1c."
      },
      "maxItems": 200,
      "minItems": 1
    }
  },
  "additionalProperties": false
}

report_content_issue

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.

Argument	Type	Description
contentId*	string	Exact guide/question/FRQ ID, or the exact canonical key-term path from Fiveable.
requestId*	string
contentType*	string
description*	string	Only the issue the student wants reported; no conversation transcript or unrelated personal notes.
confirmReport*	boolean	True only after the student explicitly requests sending this issue to Fiveable.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "contentType",
    "contentId",
    "description",
    "requestId",
    "confirmReport"
  ],
  "properties": {
    "contentId": {
      "type": "string",
      "maxLength": 250,
      "minLength": 2,
      "description": "Exact guide/question/FRQ ID, or the exact canonical key-term path from Fiveable."
    },
    "requestId": {
      "type": "string",
      "pattern": "^[\\w-]{8,128}$"
    },
    "contentType": {
      "enum": [
        "studyGuide",
        "keyTerm",
        "practiceQuestion",
        "frq"
      ],
      "type": "string"
    },
    "description": {
      "type": "string",
      "maxLength": 2000,
      "minLength": 10,
      "description": "Only the issue the student wants reported; no conversation transcript or unrelated personal notes."
    },
    "confirmReport": {
      "type": "boolean",
      "const": true,
      "description": "True only after the student explicitly requests sending this issue to Fiveable."
    }
  },
  "additionalProperties": false
}

rescore_essay

Retries background AI grading for one essay whose scoring failed. Existing successful scores cannot be changed by this operation.

Argument	Type	Description
requestId*	string	A unique id you generate for this action. Reuse it only when retrying the same action.
sessionId*	string	Grading session id from list_grading_sessions or create_grading_session.
essayHandle*	string	Essay handle from get_grading_results, e.g. E-3b91c0.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "sessionId",
    "essayHandle",
    "requestId"
  ],
  "properties": {
    "requestId": {
      "type": "string",
      "pattern": "^[\\w-]{8,128}$",
      "description": "A unique id you generate for this action. Reuse it only when retrying the same action."
    },
    "sessionId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Grading session id from list_grading_sessions or create_grading_session."
    },
    "essayHandle": {
      "type": "string",
      "pattern": "^E-[a-f0-9]{6}$",
      "description": "Essay handle from get_grading_results, e.g. E-3b91c0."
    }
  },
  "additionalProperties": false
}

restore_assignment_draft

Restores an assignment draft to its previous state using an undoId from a draft update.

destructive

Argument	Type	Description
undoId*	string	undoId from update_assignment_draft.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "undoId"
  ],
  "properties": {
    "undoId": {
      "type": "string",
      "pattern": "^undo_[\\w-]{8,40}$",
      "description": "undoId from update_assignment_draft."
    }
  },
  "additionalProperties": false
}

restore_students

Restores removed roster students using a valid undoId, preserving their original roster entries.

Argument	Type	Description
undoId*	string	undoId from remove_students.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "undoId"
  ],
  "properties": {
    "undoId": {
      "type": "string",
      "pattern": "^undo_[\\w-]{8,40}$",
      "description": "undoId from remove_students."
    }
  },
  "additionalProperties": false
}

save_submission_feedback

Saves teacher-reviewed written feedback on one submission, overall or per section, without changing scores. Students see it once results are released, including immediately if already released. Returns previous text for restoration.

destructive

Argument	Type	Description
assignmentId*	string	Assignment id from list_coursework or list_submissions_to_review.
itemFeedback	array
submissionId*	string	Submission id from list_submissions_to_review.
overallFeedback	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "assignmentId",
    "submissionId"
  ],
  "properties": {
    "assignmentId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Assignment id from list_coursework or list_submissions_to_review."
    },
    "itemFeedback": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "itemId",
          "text"
        ],
        "properties": {
          "text": {
            "type": "string",
            "maxLength": 10000
          },
          "itemId": {
            "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)$"
          }
        },
        "additionalProperties": false
      },
      "maxItems": 20
    },
    "submissionId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Submission id from list_submissions_to_review."
    },
    "overallFeedback": {
      "type": "string",
      "maxLength": 10000
    }
  },
  "additionalProperties": false
}

score_submission

Sets the teacher's score on sections of one submission (submission item ids), optionally with written feedback. Works in any scoring mode. Says whether the student sees it yet; to undo, set the sections back to the previous scores this returns.

destructive

Argument	Type	Description
itemScores*	array
assignmentId*	string	Assignment id from list_coursework or list_submissions_to_review.
itemFeedback	array
submissionId*	string	Submission id from list_submissions_to_review.
overallFeedback	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "assignmentId",
    "submissionId",
    "itemScores"
  ],
  "properties": {
    "itemScores": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "itemId",
          "points"
        ],
        "properties": {
          "itemId": {
            "type": "string",
            "format": "uuid",
            "pattern": "^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$"
          },
          "points": {
            "type": "number",
            "maximum": 500,
            "minimum": 0
          }
        },
        "additionalProperties": false
      },
      "maxItems": 20,
      "minItems": 1
    },
    "assignmentId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Assignment id from list_coursework or list_submissions_to_review."
    },
    "itemFeedback": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "itemId",
          "text"
        ],
        "properties": {
          "text": {
            "type": "string",
            "maxLength": 10000
          },
          "itemId": {
            "type": "string",
            "format": "uuid",
            "pattern": "^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$"
          }
        },
        "additionalProperties": false
      },
      "maxItems": 20
    },
    "submissionId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Submission id from list_submissions_to_review."
    },
    "overallFeedback": {
      "type": "string",
      "maxLength": 10000
    }
  },
  "additionalProperties": false
}

search_content

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.

read-only

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

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "query",
    "limit"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "default": 10,
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum results to return."
    },
    "query": {
      "type": "string",
      "minLength": 2,
      "description": "What to search for, e.g. \"photosynthesis light reactions\"."
    },
    "intent": {
      "enum": [
        "explain",
        "quiz",
        "notes",
        "frq",
        "research"
      ],
      "type": "string",
      "description": "Privacy-safe reason for the request. Use explain, quiz, notes, frq, or research; never send the student's raw prompt for analytics."
    },
    "subjectSlug": {
      "type": "string",
      "description": "Optional: restrict the search to one subject."
    }
  },
  "additionalProperties": false
}

search_question_bank

Searches Fiveable's question bank for one subject (the same bank as the assignment builder): multiple choice, stimulus sets, SAQs and FRQs, filtered by unit, topic, skill, format and stimulus, optionally hiding questions this teacher already published. For AP Calculus, courseVariant scopes AB to exclude BC-only units, topics and FRQs. Returns ids, short stems and alignment, never answers. Filters accept exact unit/topic/skill labels from the filter lists in the result. Cheap.

read-only

Argument	Type	Description
type	string	mcq = single question, question-set = stimulus set, saq, or frq (LEQ, DBQ and other FRQs).
unit	string	Exact unit label from filters.units.
limit*	integer
query	string	Words to match in the question.
skill	string	Exact skill label from filters.skills.
topic	string	Exact topic label from filters.topics.
format	string
offset*	integer

set_class_assignment_defaults

Sets a class's assignment defaults (scoring mode, timer, attempts, result release, notifications) so new assignments for that class start with them. Replaces the previous defaults and returns them for undo.

destructive

Argument	Type	Description
classId*	string	Class id from list_classes.
defaults*	object	The class's new defaults; unset fields fall back to Fiveable's.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "classId",
    "defaults"
  ],
  "properties": {
    "classId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Class id from list_classes."
    },
    "defaults": {
      "type": "object",
      "properties": {
        "timerMode": {
          "enum": [
            "strict",
            "flexible",
            "none"
          ],
          "type": "string"
        },
        "maxAttempts": {
          "type": "integer",
          "maximum": 1000,
          "minimum": 1
        },
        "scoringMode": {
          "enum": [
            "ai",
            "self",
            "teacher"
          ],
          "type": "string",
          "description": "Who scores free responses."
        },
        "notifications": {
          "type": "object",
          "properties": {
            "onPublish": {
              "type": "boolean"
            },
            "dueReminder": {
              "type": "boolean"
            },
            "onResultsRelease": {
              "type": "boolean"
            }
          },
          "additionalProperties": false
        },
        "resultRelease": {
          "enum": [
            "immediate",
            "manual",
            "scheduled"
          ],
          "type": "string",
          "description": "When students see results."
        },
        "durationMinutes": {
          "anyOf": [
            {
              "type": "integer",
              "maximum": 300,
              "minimum": 1
            },
            {
              "type": "null"
            }
          ]
        }
      },
      "description": "The class's new defaults; unset fields fall back to Fiveable's.",
      "additionalProperties": false
    }
  },
  "additionalProperties": false
}

start_grading

Starts background AI grading for unscored essays on the session's Fiveable rubric, generating that rubric first if needed. Returns immediately with job status. retryFailed includes previously failed essays. Scores remain drafts until teacher approval.

Argument	Type	Description
requestId*	string	A unique id you generate for this action. Reuse it only when retrying the same action.
sessionId*	string	Grading session id from list_grading_sessions or create_grading_session.
retryFailed*	boolean

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "sessionId",
    "retryFailed",
    "requestId"
  ],
  "properties": {
    "requestId": {
      "type": "string",
      "pattern": "^[\\w-]{8,128}$",
      "description": "A unique id you generate for this action. Reuse it only when retrying the same action."
    },
    "sessionId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Grading session id from list_grading_sessions or create_grading_session."
    },
    "retryFailed": {
      "type": "boolean",
      "default": false
    }
  },
  "additionalProperties": false
}

update_assignment_draft

Changes a draft's title, instructions, AP Calculus course, classes, dates, settings or sections. Existing section ids identify sections to remove. Published assignments cannot be changed here. Returns an undoId for restoring the previous draft.

destructive

Argument	Type	Description
dueAt	string	Default due time for every class.
title	string
classes	array	Replaces the class targets.
settings	object	Merged into the current settings.
addSections	array
availableAt	string	When it opens, ISO with offset.
assignmentId*	string
instructions	string
courseVariant	string	AP Calculus only: switch the draft to ap-calc-ab or ap-calc-bc. Its multiple choice, free-response and diagnostic sections must be removed in the same call (add new ones there too); readings stay.

update_class

Renames a class, changes its subject, or sets an AP Calculus class's course (AB or BC). Returns the previous values for reversal through a subsequent class update.

destructive

Argument	Type	Description
name	string
classId*	string	Class id from list_classes.
subjectSlug	string
courseVariant	string	AP Calculus only: ap-calc-ab or ap-calc-bc.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "classId"
  ],
  "properties": {
    "name": {
      "type": "string",
      "maxLength": 100,
      "minLength": 1
    },
    "classId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Class id from list_classes."
    },
    "subjectSlug": {
      "type": "string",
      "maxLength": 100,
      "minLength": 1
    },
    "courseVariant": {
      "enum": [
        "ap-calc-ab",
        "ap-calc-bc"
      ],
      "type": "string",
      "description": "AP Calculus only: ap-calc-ab or ap-calc-bc."
    }
  },
  "additionalProperties": false
}

update_grading_rubric

Changes a session's Fiveable question or teacher-provided prompt and AP question type before any essay is scored. Regenerates the rubric using that type's AP rubric and point total. Returns the previous prompt for restoration.

destructive

Argument	Type	Description
prompt	object
sessionId*	string	Grading session id from list_grading_sessions or create_grading_session.
fiveableQuestionId	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "sessionId"
  ],
  "properties": {
    "prompt": {
      "type": "object",
      "required": [
        "text"
      ],
      "properties": {
        "text": {
          "type": "string",
          "maxLength": 20000,
          "minLength": 20,
          "description": "The question exactly as the teacher assigned it."
        },
        "images": {
          "type": "array",
          "items": {
            "type": "object",
            "required": [
              "data",
              "mediaType"
            ],
            "properties": {
              "data": {
                "type": "string",
                "maxLength": 6000000,
                "minLength": 1,
                "description": "Base64 image, no data: prefix."
              },
              "mediaType": {
                "enum": [
                  "image/jpeg",
                  "image/png",
                  "image/webp"
                ],
                "type": "string"
              }
            },
            "additionalProperties": false
          },
          "maxItems": 4,
          "description": "Visuals the question depends on."
        },
        "frqType": {
          "type": "string",
          "maxLength": 120,
          "description": "Question type as Fiveable names it, e.g. \"Long Essay Question (LEQ)\". Omit to get the list."
        }
      },
      "additionalProperties": false
    },
    "sessionId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Grading session id from list_grading_sessions or create_grading_session."
    },
    "fiveableQuestionId": {
      "type": "string",
      "maxLength": 120
    }
  },
  "additionalProperties": false
}

update_student

Fixes a student's name on a class roster (the old name is kept as an alias so past work still matches), or sets the email used for assignment notifications. Students with Fiveable accounts can be renamed but their email comes from their account.

destructive

Argument	Type	Description
name	string	Full name as the teacher wants it shown.
email	string
handle*	string	Student handle from get_class, e.g. S-4f2a1c.
classId*	string	Class id from list_classes.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "classId",
    "handle"
  ],
  "properties": {
    "name": {
      "type": "string",
      "maxLength": 120,
      "minLength": 1,
      "description": "Full name as the teacher wants it shown."
    },
    "email": {
      "type": "string",
      "format": "email",
      "pattern": "^(?!\\.)(?!.*\\.\\.)([A-Za-z0-9_'+\\-\\.]*)[A-Za-z0-9_+-]@([A-Za-z0-9][A-Za-z0-9\\-]*\\.)+[A-Za-z]{2,}$",
      "maxLength": 254
    },
    "handle": {
      "type": "string",
      "pattern": "^S-[a-f0-9]{6}$",
      "description": "Student handle from get_class, e.g. S-4f2a1c."
    },
    "classId": {
      "type": "string",
      "pattern": "^[a-f\\d]{24}$",
      "description": "Class id from list_classes."
    }
  },
  "additionalProperties": false
}

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "title",
    "subjectSlug",
    "sections",
    "requestId"
  ],
  "properties": {
    "dueAt": {
      "type": "string",
      "format": "date-time",
      "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z|([+-](?:[01]\\d|2[0-3]):[0-5]\\d)))$",
      "description": "Default due time for every class."
    },
    "title": {
      "type": "string",
      "maxLength": 160,
      "minLength": 1
    },
    "classes": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "classId"
        ],
        "properties": {
          "dueAt": {
            "type": "string",
            "format": "date-time",
            "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z|([+-](?:[01]\\d|2[0-3]):[0-5]\\d)))$",
            "description": "ISO date-time with timezone offset."
          },
          "classId": {
            "type": "string",
            "pattern": "^[a-f\\d]{24}$",
            "description": "Class id from list_classes."
          }
        },
        "additionalProperties": false
      },
      "maxItems": 12,
      "description": "Classes to target, each with an optional due date."
    },
    "sections": {
      "type": "array",
      "items": {
        "oneOf": [
          {
            "type": "object",
            "required": [
              "type",
              "style",
              "avoidRepeats"
            ],
            "properties": {
              "type": {
                "type": "string",
                "const": "multiple_choice"
              },
              "style": {
                "enum": [
                  "exam",
                  "comprehension",
                  "vocabulary"
                ],
                "type": "string",
                "default": "exam",
                "description": "exam = AP-style (with stimulus sets where the exam has them); comprehension or vocabulary checks."
              },
              "units": {
                "type": "array",
                "items": {
                  "type": "object",
                  "required": [
                    "unitId"
                  ],
                  "properties": {
                    "unitId": {
                      "anyOf": [
                        {
                          "type": "string",
                          "maxLength": 200,
                          "minLength": 1
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "description": "Unit id from get_subject_outline; null = whole course."
                    },
                    "topicIds": {
                      "type": "array",
                      "items": {
                        "type": "string",
                        "maxLength": 200,
                        "minLength": 1
                      },
                      "maxItems": 60,
                      "description": "Topic ids to narrow to."
                    },
                    "questionCount": {
                      "type": "integer",
                      "maximum": 100,
                      "minimum": 0,
                      "description": "Omit to split the total evenly."
                    }
                  },
                  "additionalProperties": false
                },
                "maxItems": 20,
                "description": "Units to draw questions from. Omit when only using questionIds."
              },
              "skillId": {
                "anyOf": [
                  {
                    "type": "string",
                    "maxLength": 200
                  },
                  {
                    "type": "null"
                  }
                ],
                "description": "Optional CED skill id to narrow to."
              },
              "questionIds": {
                "type": "array",
                "items": {
                  "type": "string",
                  "pattern": "^(mcq:)?[\\w-]+$"
                },
                "maxItems": 100,
                "minItems": 1,
                "description": "Specific questions to include, as mcq: ids from search_question_bank. They come first, exactly as picked; questions drawn from units never repeat them. Omit units to use only these."
              },
              "avoidRepeats": {
                "type": "boolean",
                "default": true,
                "description": "When drawing from units, skip questions this teacher already published."
              },
              "questionCount": {
                "type": "integer",
                "maximum": 100,
                "minimum": 0,
                "description": "Questions to draw from units, on top of any questionIds. Omit when only using questionIds."
              },
              "timeLimitMinutes": {
                "anyOf": [
                  {
                    "type": "integer",
                    "maximum": 300,
                    "minimum": 1
                  },
                  {
                    "type": "null"
                  }
                ],
                "description": "Omit for untimed."
              }
            },
            "additionalProperties": false
          },
          {
            "type": "object",
            "required": [
              "type",
              "questionId"
            ],
            "properties": {
              "type": {
                "type": "string",
                "const": "free_response"
              },
              "focus": {
                "type": "string",
                "const": "introduction",
                "description": "AP World, APUSH or AP Euro DBQ or LEQ only: students write just the introduction (contextualization and a thesis), scored on the AP rubric's Thesis/Claim and Contextualization points (2 points). Omit for the whole essay. Can't be combined with parts."
              },
              "parts": {
                "type": "array",
                "items": {
                  "type": "string",
                  "pattern": "^[A-Za-z]$"
                },
                "maxItems": 12,
                "minItems": 1,
                "description": "Part letters students answer (e.g. [\"A\", \"B\"]), scored on those parts' AP rubric points. Omit for the whole question. Questions scored as a whole (essays, AP Stats, world languages) can't be split."
              },
              "questionId": {
                "type": "string",
                "pattern": "^frq:[\\w-]+$|^saq:[\\w-]+(:[A-Za-z])?$",
                "description": "An frq: or saq: id from search_question_bank."
              }
            },
            "additionalProperties": false
          },
          {
            "type": "object",
            "required": [
              "type",
              "resourceId",
              "readingQuestions"
            ],
            "properties": {
              "type": {
                "type": "string",
                "const": "reading"
              },
              "resourceId": {
                "type": "string",
                "maxLength": 300,
                "minLength": 1,
                "description": "A resource id from list_teaching_resources."
              },
              "readingQuestions": {
                "type": "boolean",
                "default": false,
                "description": "Add reading-check questions (study guides and AMSCO guided notes)."
              }
            },
            "additionalProperties": false
          },
          {
            "type": "object",
            "required": [
              "type",
              "unitIds"
            ],
            "properties": {
              "type": {
                "type": "string",
                "const": "diagnostic"
              },
              "unitIds": {
                "type": "array",
                "items": {
                  "type": "string",
                  "maxLength": 200,
                  "minLength": 1
                },
                "maxItems": 15,
                "minItems": 1,
                "description": "Unit ids from get_subject_outline."
              },
              "unitLabels": {
                "type": "array",
                "items": {
                  "type": "string",
                  "maxLength": 200
                },
                "maxItems": 15
              }
            },
            "additionalProperties": false
          }
        ]
      },
      "maxItems": 20,
      "minItems": 1
    },
    "settings": {
      "type": "object",
      "properties": {
        "timerMode": {
          "enum": [
            "strict",
            "flexible",
            "none"
          ],
          "type": "string"
        },
        "maxAttempts": {
          "type": "integer",
          "maximum": 1000,
          "minimum": 1
        },
        "scoringMode": {
          "enum": [
            "ai",
            "self",
            "teacher"
          ],
          "type": "string",
          "description": "Who scores free responses."
        },
        "notifications": {
          "type": "object",
          "properties": {
            "onPublish": {
              "type": "boolean"
            },
            "dueReminder": {
              "type": "boolean"
            },
            "onResultsRelease": {
              "type": "boolean"
            }
          },
          "additionalProperties": false
        },
        "resultRelease": {
          "enum": [
            "immediate",
            "manual",
            "scheduled"
          ],
          "type": "string",
          "description": "When students see results."
        },
        "durationMinutes": {
          "anyOf": [
            {
              "type": "integer",
              "maximum": 300,
              "minimum": 1
            },
            {
              "type": "null"
            }
          ]
        }
      },
      "additionalProperties": false
    },
    "requestId": {
      "type": "string",
      "pattern": "^[\\w-]{8,128}$",
      "description": "A unique id you generate for this action. Reuse it only when retrying the same action."
    },
    "availableAt": {
      "type": "string",
      "format": "date-time",
      "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z|([+-](?:[01]\\d|2[0-3]):[0-5]\\d)))$",
      "description": "When it opens, ISO with offset."
    },
    "subjectSlug": {
      "type": "string",
      "maxLength": 100,
      "minLength": 1,
      "description": "Subject, e.g. apush or ap-bio."
    },
    "instructions": {
      "type": "string",
      "maxLength": 5000
    },
    "courseVariant": {
      "enum": [
        "ap-calc-ab",
        "ap-calc-bc"
      ],
      "type": "string",
      "description": "AP Calculus only: ap-calc-ab or ap-calc-bc. Omit to use the course the target classes share."
    },
    "resultRelease": {
      "enum": [
        "immediate",
        "manual",
        "scheduled"
      ],
      "type": "string",
      "description": "When students see results."
    }
  },
  "additionalProperties": false
}

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "subjectSlug",
    "excludeAssigned",
    "offset",
    "limit"
  ],
  "properties": {
    "type": {
      "enum": [
        "mcq",
        "question-set",
        "saq",
        "frq"
      ],
      "type": "string",
      "description": "mcq = single question, question-set = stimulus set, saq, or frq (LEQ, DBQ and other FRQs)."
    },
    "unit": {
      "type": "string",
      "maxLength": 200,
      "description": "Exact unit label from filters.units."
    },
    "limit": {
      "type": "integer",
      "default": 20,
      "maximum": 50,
      "minimum": 1
    },
    "query": {
      "type": "string",
      "maxLength": 200,
      "description": "Words to match in the question."
    },
    "skill": {
      "type": "string",
      "maxLength": 200,
      "description": "Exact skill label from filters.skills."
    },
    "topic": {
      "type": "string",
      "maxLength": 200,
      "description": "Exact topic label from filters.topics."
    },
    "format": {
      "enum": [
        "multiple-choice",
        "free-response"
      ],
      "type": "string"
    },
    "offset": {
      "type": "integer",
      "default": 0,
      "maximum": 9007199254740991,
      "minimum": 0
    },
    "stimulus": {
      "enum": [
        "includes-stimulus",
        "no-stimulus"
      ],
      "type": "string"
    },
    "subjectSlug": {
      "type": "string",
      "maxLength": 100,
      "minLength": 1,
      "description": "Subject, e.g. ap-bio or apush."
    },
    "courseVariant": {
      "enum": [
        "ap-calc-ab",
        "ap-calc-bc"
      ],
      "type": "string",
      "description": "AP Calculus only: ap-calc-ab or ap-calc-bc, the course of the class or draft you are building for."
    },
    "excludeAssigned": {
      "type": "boolean",
      "default": false,
      "description": "Hide questions this teacher already published."
    }
  },
  "additionalProperties": false
}

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "assignmentId"
  ],
  "properties": {
    "dueAt": {
      "type": "string",
      "format": "date-time",
      "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z|([+-](?:[01]\\d|2[0-3]):[0-5]\\d)))$",
      "description": "Default due time for every class."
    },
    "title": {
      "type": "string",
      "maxLength": 160,
      "minLength": 1
    },
    "classes": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "classId"
        ],
        "properties": {
          "dueAt": {
            "type": "string",
            "format": "date-time",
            "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z|([+-](?:[01]\\d|2[0-3]):[0-5]\\d)))$",
            "description": "ISO date-time with timezone offset."
          },
          "classId": {
            "type": "string",
            "pattern": "^[a-f\\d]{24}$",
            "description": "Class id from list_classes."
          }
        },
        "additionalProperties": false
      },
      "maxItems": 12,
      "minItems": 1,
      "description": "Replaces the class targets."
    },
    "settings": {
      "type": "object",
      "properties": {
        "timerMode": {
          "enum": [
            "strict",
            "flexible",
            "none"
          ],
          "type": "string"
        },
        "maxAttempts": {
          "type": "integer",
          "maximum": 1000,
          "minimum": 1
        },
        "scoringMode": {
          "enum": [
            "ai",
            "self",
            "teacher"
          ],
          "type": "string",
          "description": "Who scores free responses."
        },
        "notifications": {
          "type": "object",
          "properties": {
            "onPublish": {
              "type": "boolean"
            },
            "dueReminder": {
              "type": "boolean"
            },
            "onResultsRelease": {
              "type": "boolean"
            }
          },
          "additionalProperties": false
        },
        "resultRelease": {
          "enum": [
            "immediate",
            "manual",
            "scheduled"
          ],
          "type": "string",
          "description": "When students see results."
        },
        "durationMinutes": {
          "anyOf": [
            {
              "type": "integer",
              "maximum": 300,
              "minimum": 1
            },
            {
              "type": "null"
            }
          ]
        }
      },
      "description": "Merged into the current settings.",
      "additionalProperties": false
    },
    "addSections": {
      "type": "array",
      "items": {
        "oneOf": [
          {
            "type": "object",
            "required": [
              "type",
              "style",
              "avoidRepeats"
            ],
            "properties": {
              "type": {
                "type": "string",
                "const": "multiple_choice"
              },
              "style": {
                "enum": [
                  "exam",
                  "comprehension",
                  "vocabulary"
                ],
                "type": "string",
                "default": "exam",
                "description": "exam = AP-style (with stimulus sets where the exam has them); comprehension or vocabulary checks."
              },
              "units": {
                "type": "array",
                "items": {
                  "type": "object",
                  "required": [
                    "unitId"
                  ],
                  "properties": {
                    "unitId": {
                      "anyOf": [
                        {
                          "type": "string",
                          "maxLength": 200,
                          "minLength": 1
                        },
                        {
                          "type": "null"
                        }
                      ],
                      "description": "Unit id from get_subject_outline; null = whole course."
                    },
                    "topicIds": {
                      "type": "array",
                      "items": {
                        "type": "string",
                        "maxLength": 200,
                        "minLength": 1
                      },
                      "maxItems": 60,
                      "description": "Topic ids to narrow to."
                    },
                    "questionCount": {
                      "type": "integer",
                      "maximum": 100,
                      "minimum": 0,
                      "description": "Omit to split the total evenly."
                    }
                  },
                  "additionalProperties": false
                },
                "maxItems": 20,
                "description": "Units to draw questions from. Omit when only using questionIds."
              },
              "skillId": {
                "anyOf": [
                  {
                    "type": "string",
                    "maxLength": 200
                  },
                  {
                    "type": "null"
                  }
                ],
                "description": "Optional CED skill id to narrow to."
              },
              "questionIds": {
                "type": "array",
                "items": {
                  "type": "string",
                  "pattern": "^(mcq:)?[\\w-]+$"
                },
                "maxItems": 100,
                "minItems": 1,
                "description": "Specific questions to include, as mcq: ids from search_question_bank. They come first, exactly as picked; questions drawn from units never repeat them. Omit units to use only these."
              },
              "avoidRepeats": {
                "type": "boolean",
                "default": true,
                "description": "When drawing from units, skip questions this teacher already published."
              },
              "questionCount": {
                "type": "integer",
                "maximum": 100,
                "minimum": 0,
                "description": "Questions to draw from units, on top of any questionIds. Omit when only using questionIds."
              },
              "timeLimitMinutes": {
                "anyOf": [
                  {
                    "type": "integer",
                    "maximum": 300,
                    "minimum": 1
                  },
                  {
                    "type": "null"
                  }
                ],
                "description": "Omit for untimed."
              }
            },
            "additionalProperties": false
          },
          {
            "type": "object",
            "required": [
              "type",
              "questionId"
            ],
            "properties": {
              "type": {
                "type": "string",
                "const": "free_response"
              },
              "focus": {
                "type": "string",
                "const": "introduction",
                "description": "AP World, APUSH or AP Euro DBQ or LEQ only: students write just the introduction (contextualization and a thesis), scored on the AP rubric's Thesis/Claim and Contextualization points (2 points). Omit for the whole essay. Can't be combined with parts."
              },
              "parts": {
                "type": "array",
                "items": {
                  "type": "string",
                  "pattern": "^[A-Za-z]$"
                },
                "maxItems": 12,
                "minItems": 1,
                "description": "Part letters students answer (e.g. [\"A\", \"B\"]), scored on those parts' AP rubric points. Omit for the whole question. Questions scored as a whole (essays, AP Stats, world languages) can't be split."
              },
              "questionId": {
                "type": "string",
                "pattern": "^frq:[\\w-]+$|^saq:[\\w-]+(:[A-Za-z])?$",
                "description": "An frq: or saq: id from search_question_bank."
              }
            },
            "additionalProperties": false
          },
          {
            "type": "object",
            "required": [
              "type",
              "resourceId",
              "readingQuestions"
            ],
            "properties": {
              "type": {
                "type": "string",
                "const": "reading"
              },
              "resourceId": {
                "type": "string",
                "maxLength": 300,
                "minLength": 1,
                "description": "A resource id from list_teaching_resources."
              },
              "readingQuestions": {
                "type": "boolean",
                "default": false,
                "description": "Add reading-check questions (study guides and AMSCO guided notes)."
              }
            },
            "additionalProperties": false
          },
          {
            "type": "object",
            "required": [
              "type",
              "unitIds"
            ],
            "properties": {
              "type": {
                "type": "string",
                "const": "diagnostic"
              },
              "unitIds": {
                "type": "array",
                "items": {
                  "type": "string",
                  "maxLength": 200,
                  "minLength": 1
                },
                "maxItems": 15,
                "minItems": 1,
                "description": "Unit ids from get_subject_outline."
              },
              "unitLabels": {
                "type": "array",
                "items": {
                  "type": "string",
                  "maxLength": 200
                },
                "maxItems": 15
              }
            },
            "additionalProperties": false
          }
        ]
      },
      "maxItems": 20
    },
    "availableAt": {
      "type": "string",
      "format": "date-time",
      "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z|([+-](?:[01]\\d|2[0-3]):[0-5]\\d)))$",
      "description": "When it opens, ISO with offset."
    },
    "assignmentId": {
      "type": "string",
      "maxLength": 100,
      "minLength": 1
    },
    "instructions": {
      "type": "string",
      "maxLength": 5000
    },
    "courseVariant": {
      "enum": [
        "ap-calc-ab",
        "ap-calc-bc"
      ],
      "type": "string",
      "description": "AP Calculus only: switch the draft to ap-calc-ab or ap-calc-bc. Its multiple choice, free-response and diagnostic sections must be removed in the same call (add new ones there too); readings stay."
    },
    "resultRelease": {
      "enum": [
        "immediate",
        "manual",
        "scheduled"
      ],
      "type": "string",
      "description": "When students see results."
    },
    "removeSectionIds": {
      "type": "array",
      "items": {
        "type": "string",
        "maxLength": 100
      },
      "maxItems": 20
    }
  },
  "additionalProperties": false
}