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Fiveable for AP Teachers

Import essays from text

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.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
essaysYes
sessionIdYesGrading session id from list_grading_sessions or create_grading_session.
transcribedFromPhotosYes
teacherConfirmedTranscriptionYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
textNoReadable tool result text for clients that consume structured output.
statusYesOperation status: completed, pending, partial, failed, unavailable, or a domain-specific outcome.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.7/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Beyond the annotations, the description discloses two real behavioral traits: photo transcriptions require transcribedFromPhotos and explicit teacherConfirmedTranscription approval, and the tool 'Returns counts only'. This adds meaningful context; the mutation/non-idempotent profile itself is already covered by annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three tight sentences, front-loaded with the core action and followed by the conditional approval rule and return behavior. No filler; each sentence carries distinct information.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists and conveniently the description notes that only counts are returned. For a 4-param mutating tool with thin schema coverage, the description supplies the essential approval gate and source-type context, leaving only minor gaps in boolean coupling.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is only 25%, and the two undocumented booleans (transcribedFromPhotos, teacherConfirmedTranscription) are given meaning by the description's statement that photo transcriptions require both. 'With each student's name as written' maps to studentName, but the exact coupling and defaults between the two booleans remain unspecified.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific verb (adds) and resource (individual student responses), and scopes the input source to 'pasted, downloaded or transcribed text', which implicitly separates it from import_essays_from_files and import_essays_from_google_classroom. However, it never names those siblings, so the differentiation is left to inference.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Usage is implied through the input-source phrasing ('pasted, downloaded or transcribed text') and the photo-transcription approval workflow, but there is no explicit when-to-use versus the file/Classroom import siblings or any stated prerequisite like obtaining a sessionId first.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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