# Sapiens Sintéticos (com.sapiensinteticos/sapiens): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.sapiensinteticos%2Fsapiens/versions/latest)
- Connected to: https://www.sapiensinteticos.com/api/mcp/mcp
- Homepage: https://www.sapiensinteticos.com/conectar-claude
- Repository: https://github.com/inhabitants/sapiens-mcp
- Scoring rules: v2
- Tools: 30
- Average: 54.1 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how Sapiens Sintéticos (com.sapiensinteticos/sapiens)'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: 30 tools. Above 25, models start to tell tools apart less well.
- Minor: The server's instructions are 4552 characters. Claude Code reads only the first 2,048 by default (Codex 0.154.0 reads them whole). Put what the server is for first.

## Tools

- `sapiens_semana`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `sapiens_persona`: 43 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: action, answers[].questionId, answers[].value, vinculoAnswers[].questionId, vinculoAnswers[].value.
  - Minor: String arguments with no constraint or example: answers[].questionId, vinculoAnswers[].questionId.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `sapiens_trilhas`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `sapiens_support`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `sapiens_profile`: 48 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `sapiens_write`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action, excerpt, tldr.
  - Minor: String arguments with no constraint or example: excerpt, tldr.
  - Minor: Says nothing about what it returns.
- `sapiens_collection`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
  - Major: It may be destructive, but destructiveHint is not set.
- `sapiens_helen`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action, voiceSettings.stability, voiceSettings.similarity_boost, voiceSettings.style, voiceSettings.use_speaker_boost, voiceSettings.speed.
  - Minor: The meaning of the boolean argument voiceSettings.use_speaker_boost is unclear.
  - Minor: Says nothing about what it returns.
- `sapiens_resume`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `sapiens_skill`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `sapiens_brand`: 54 / 100
  - Minor: The description is long (560 words). It helps selection but costs steps and tokens.
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
  - Major: It may be destructive, but destructiveHint is not set.
- `sapiens_community`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `sapiens_image`: 54 / 100
  - Minor: The description is long (666 words). It helps selection but costs steps and tokens.
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action, negativePrompt, loras[].id, loras[].peso, maskRegions[].shape, maskRegions[].x, maskRegions[].y, maskRegions[].w, maskRegions[].h, personaMimeType, screenImageMimeType.
  - Minor: String arguments with no constraint or example: negativePrompt, loras[].id, personaMimeType, screenImageMimeType.
  - Minor: Says nothing about what it returns.
- `sapiens_publicar`: 54 / 100
  - Minor: The description is long (560 words). It helps selection but costs steps and tokens.
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `sapiens_stock_video`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `sapiens_atlas`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `sapiens_meta`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `sapiens_repertorio`: 55 / 100
  - Minor: The description is long (701 words). It helps selection but costs steps and tokens.
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action, mediaType, status, limit, tags, containsSpoilers, isPublic.
  - Minor: The meaning of the boolean argument containsSpoilers is unclear.
  - Minor: The meaning of the boolean argument isPublic is unclear.
  - Minor: Says nothing about what it returns.
- `sapiens_studios`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `sapiens_musicator`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `sapiens_video`: 57 / 100
  - Minor: The description is long (2338 words). It helps selection but costs steps and tokens.
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action, brief.hook, brief.shots[].emotion, nameCard.name, nameCard.subtitle, references[].mimeType, references[].data.
  - Minor: String arguments with no constraint or example: brief.shots[].emotion, brief.energy, nameCard.name, nameCard.subtitle, references[].mimeType, references[].data.
  - Minor: Says nothing about what it returns.
  - Major: It may be destructive, but destructiveHint is not set.
- `sapiens_carrossel`: 58 / 100
  - Minor: The description is long (462 words). It helps selection but costs steps and tokens.
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `sapiens_forum`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
  - Major: It may be destructive, but destructiveHint is not set.
- `sapiens_search`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `sapiens_sintetico`: 58 / 100
  - Minor: The description is long (794 words). It helps selection but costs steps and tokens.
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `sapiens_stock_audio`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `sapiens_agente`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `sapiens_character`: 59 / 100
  - Minor: The description is long (2480 words). It helps selection but costs steps and tokens.
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
  - Major: It may be destructive, but destructiveHint is not set.
- `sapiens_reference`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `sapiens_gallery`: 61 / 100
  - Minor: The description is long (1346 words). It helps selection but costs steps and tokens.
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.

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