# Fluid Recall (com.fluidrecall/mcp): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.fluidrecall%2Fmcp/versions/latest)
- Connected to: https://fluidrecall.com/mcp
- Homepage: https://fluidrecall.com/
- Scoring rules: v2
- Tools: 34
- Average: 47.2 / 100 (Cloudy)
- Near-identical pairs: 55

This page shows how Fluid Recall (com.fluidrecall/mcp)'s tool descriptions scored, the issues found and the names of its tools and parameters. The descriptions are the server's own: read them where the copy came from.

Forecall asked the URL this server lists in the official MCP Registry for its tools/list once, on the date above, without calling any tool. The server may have changed since.

## Across the server

- Minor: 34 tools. Above 25, models start to tell tools apart less well.
- Minor: 55 pairs with nearly the same description in all; the top 12 are shown.

## Tools

- `bootstrapAccount`: 27 / 100
  - Major: The description is too short (7 words).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: label.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `exportSnapshot`: 28 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: resource, limit, cursor.
  - Minor: String arguments with no constraint or example: cursor.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `updateStudySettings`: 29 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: newCardsPerDay, timezone, dayBoundaryHour.
  - Minor: String arguments with no constraint or example: timezone.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `listDecks`: 31 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: includeArchived.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The meaning of the boolean argument includeArchived is unclear.
  - Minor: Says nothing about what it returns.
- `unretireCard`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: cardId.
  - Minor: Required identifiers whose description does not say where the value comes from: cardId. Name the tool or the place that returns it, or models look it up first.
- `addCards`: 39 / 100
  - Major: Arguments without a description: deckId, cards, cards[].prompt, cards[].answer.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: deckId. Name the tool or the place that returns it, or models look it up first.
- `updateDeck`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: deckId, name, description, deckNote, newCardsPerDay.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: deckId. Name the tool or the place that returns it, or models look it up first.
- `addCard`: 41 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: deckId, prompt, answer, cardNote.
  - Minor: Required identifiers whose description does not say where the value comes from: deckId. Name the tool or the place that returns it, or models look it up first.
- `createDeck`: 41 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: name, description, newCardsPerDay.
  - Minor: Says nothing about what it returns.
- `moveCard`: 41 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: cardId, deckId.
  - Minor: Required identifiers whose description does not say where the value comes from: cardId, deckId. Name the tool or the place that returns it, or models look it up first.
- `unarchiveDeck`: 41 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: deckId.
  - Minor: Required identifiers whose description does not say where the value comes from: deckId. Name the tool or the place that returns it, or models look it up first.
- `applyDeadlinePlan`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: dayBoundaryHour, remainingNewCards, totalCards, alreadyLearned, skipWeekends, studyDaysPerWeek, bufferStudyDays, currentNewCardsPerDay, deckId.
  - Minor: The meaning of the boolean argument skipWeekends is unclear.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: deckId. Name the tool or the place that returns it, or models look it up first.
- `createAccount`: 42 / 100
  - Major: Arguments without a description: label.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `previewDeadlinePlan`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: dayBoundaryHour, remainingNewCards, totalCards, alreadyLearned, skipWeekends, studyDaysPerWeek, bufferStudyDays, currentNewCardsPerDay, deckId.
  - Minor: The meaning of the boolean argument skipWeekends is unclear.
  - Minor: Says nothing about what it returns.
- `updateCard`: 44 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: cardId, prompt, answer, cardNote.
  - Minor: Required identifiers whose description does not say where the value comes from: cardId. Name the tool or the place that returns it, or models look it up first.
- `archiveDeck`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: deckId.
  - Minor: Required identifiers whose description does not say where the value comes from: deckId. Name the tool or the place that returns it, or models look it up first.
- `submitFeedback`: 47 / 100
  - Major: Arguments without a description: description, steps, note.
  - Minor: Says nothing about what it returns.
- `exportManifest`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `getStudySettings`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `listDeckCards`: 49 / 100
  - Major: Arguments without a description: deckId, includeRetired, limit, cursor.
  - Minor: String arguments with no constraint or example: cursor.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: The meaning of the boolean argument includeRetired is unclear.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: deckId. Name the tool or the place that returns it, or models look it up first.
- `undoReview`: 49 / 100
  - Major: Arguments without a description: cardId, reviewId.
  - Minor: Required identifiers whose description does not say where the value comes from: cardId. Name the tool or the place that returns it, or models look it up first.
- `listUpcomingNew`: 51 / 100
  - Major: Arguments without a description: deckId, limit.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `getCard`: 52 / 100
  - Major: Arguments without a description: cardId.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: cardId. Name the tool or the place that returns it, or models look it up first.
- `retireCard`: 52 / 100
  - Major: Arguments without a description: cardId.
  - Minor: Required identifiers whose description does not say where the value comes from: cardId. Name the tool or the place that returns it, or models look it up first.
- `inventoryDeck`: 54 / 100
  - Major: Arguments without a description: deckId, includeRetired, limit, cursor.
  - Minor: String arguments with no constraint or example: cursor.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: The meaning of the boolean argument includeRetired is unclear.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: deckId. Name the tool or the place that returns it, or models look it up first.
- `revealCard`: 54 / 100
  - Major: Arguments without a description: cardId.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: cardId. Name the tool or the place that returns it, or models look it up first.
- `recordReview`: 55 / 100
  - Major: Arguments without a description: cardId, rating, idempotencyKey.
  - Minor: Required identifiers whose description does not say where the value comes from: cardId. Name the tool or the place that returns it, or models look it up first.
- `setCardNote`: 55 / 100
  - Major: Arguments without a description: cardId, cardNote.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: cardId. Name the tool or the place that returns it, or models look it up first.
- `setDeckNote`: 55 / 100
  - Major: Arguments without a description: deckId, deckNote.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: deckId. Name the tool or the place that returns it, or models look it up first.
- `listDue`: 59 / 100
  - Minor: Arguments without a description: newCardMode.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `get_profile`: 62 / 100
  - Minor: Says nothing about what it returns.
- `nextDue`: 64 / 100
  - Minor: Arguments without a description: newCardMode.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `gradeAndNext`: 67 / 100
  - Minor: Arguments without a description: cardId, rating, idempotencyKey, newCardMode.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: cardId. Name the tool or the place that returns it, or models look it up first.
- `startSession`: 70 / 100
  - Minor: Arguments without a description: label, newCardMode.
  - Minor: No `required` list, so every argument is optional.

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