courseshelf-webmcp.vercel.app
CourseShelf gives students and browser agents one private-by-default course workspace for understanding, brainstorming, cheat sheets, and original practice.
First seen 2026-11-05 · Last seen 2026-11-05 · Source: webmcp.com
Answer 3 · Act 8 · Transact 0 · Score: Not yet scored
Tool inspector
compare_learning_fit
Compare up to three packs against a stated study goal, available hours, and preferred format. This is transparent ranking, not a learning-outcome prediction.
Input schema
| Property | Type | Required | Description |
|---|---|---|---|
goal |
string | yes | Topic or goal, for example ML midterm intuition. |
hours |
number | yes | Available study hours. |
preferred_format |
string | no | Optional preferred format. |
Raw JSON schema
{
"type": "object",
"properties": {
"goal": {
"type": "string",
"description": "Topic or goal, for example ML midterm intuition."
},
"hours": {
"type": "number",
"minimum": 1,
"maximum": 16,
"description": "Available study hours."
},
"preferred_format": {
"type": "string",
"enum": [
"Course pack",
"Last-minute",
"LLM workflow"
],
"description": "Optional preferred format."
}
},
"required": [
"goal",
"hours"
]
}
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