# aicut (pro.aicut/aicut): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/pro.aicut%2Faicut/versions/latest)
- Connected to: https://mcp.aicut.pro/mcp
- Homepage: https://www.aicut.pro/mcp
- Repository: https://github.com/aicut-pro/aicut-mcp
- Scoring rules: v2
- Tools: 62
- Average: 74.4 / 100 (Clear)
- Near-identical pairs: 3

This page shows how aicut (pro.aicut/aicut)'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

- Major: 62 tools. Above 40, models choose less accurately.
- Minor: The server's instructions are 7641 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

- `show_uploads`: 46 / 100
  - Major: Arguments without a description: limit, kind.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `list_images`: 53 / 100
  - Minor: Arguments without a description: status.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `list_uploads`: 54 / 100
  - Minor: Arguments without a description: kind.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `list_audio`: 56 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `list_videos`: 58 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `list_reshot_templates`: 59 / 100
  - Minor: Says nothing about what it returns.
- `image_to_prompt`: 61 / 100
- `import_link`: 61 / 100
- `import_video`: 64 / 100
  - Minor: String arguments with no constraint or example: idempotency_key.
- `show_images`: 64 / 100
  - Minor: Says nothing about what it returns.
- `reshot_video`: 65 / 100
  - Minor: Arguments without a description: mode, reference_images, prompt.
  - Minor: String arguments with no constraint or example: template, idempotency_key.
  - Minor: Says nothing about what it returns.
- `get_recipe`: 66 / 100
- `list_trends`: 66 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `list_niches`: 71 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `upload_media_widget`: 71 / 100
- `fire_story_video`: 72 / 100
  - Minor: The description is long (472 words). It helps selection but costs steps and tokens.
  - Minor: Says nothing about what it returns.
- `list_image_story_styles`: 72 / 100
  - Minor: Says nothing about what it returns.
- `render_story_video`: 72 / 100
  - Minor: String arguments with no constraint or example: idempotency_key.
  - Minor: Says nothing about what it returns.
- `generate_video`: 74 / 100
  - Minor: Arguments without a description: end_image, reference_audios[].url, reference_audios[].start_seconds, reference_audios[].end_seconds, keyframes, keyframes[].url, keyframes[].seconds.
  - Minor: String arguments with no constraint or example: end_image, reference_audios[].url, keyframes[].url, idempotency_key.
- `get_audio`: 74 / 100
- `get_image`: 74 / 100
- `list_series`: 74 / 100
  - Minor: The description is long (434 words). It helps selection but costs steps and tokens.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `remove_story_scene`: 74 / 100
  - Minor: Says nothing about what it returns.
- `upscale_video`: 74 / 100
  - Minor: String arguments with no constraint or example: idempotency_key.
- `browse_series`: 76 / 100
- `generate_cast_portraits`: 76 / 100
- `get_balance`: 76 / 100
- `list_characters`: 76 / 100
  - Minor: No `required` list, so every argument is optional.
- `upload_media`: 76 / 100
  - Minor: The description is long (575 words). It helps selection but costs steps and tokens.
- `publish_post`: 77 / 100
  - Minor: The description is long (499 words). It helps selection but costs steps and tokens.
  - Minor: Says nothing about what it returns.
- `list_analyses`: 78 / 100
  - Minor: No `required` list, so every argument is optional.
- `confirm_upload`: 79 / 100
- `delete_video`: 79 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.
- `describe_cast_member`: 79 / 100
  - Minor: The description is long (418 words). It helps selection but costs steps and tokens.
  - Minor: String arguments with no constraint or example: idempotency_key.
- `extend_video`: 79 / 100
  - Minor: String arguments with no constraint or example: idempotency_key.
- `generate_cast`: 79 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: series_id. Name the tool or the place that returns it, or models look it up first.
- `generate_from_niche`: 79 / 100
  - Minor: String arguments with no constraint or example: media[].url, idempotency_key.
- `generate_image`: 79 / 100
  - Minor: String arguments with no constraint or example: idempotency_key.
- `generate_story_video`: 79 / 100
  - Minor: The description is long (578 words). It helps selection but costs steps and tokens.
  - Minor: String arguments with no constraint or example: aspect_ratio, idempotency_key.
- `get_post_status`: 79 / 100
- `list_series_ideas`: 79 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: series_id. Name the tool or the place that returns it, or models look it up first.
- `list_social_accounts`: 79 / 100
- `regenerate_cast_portrait`: 79 / 100
  - Minor: String arguments with no constraint or example: idempotency_key.
- `regenerate_story_frame`: 79 / 100
  - Minor: String arguments with no constraint or example: idempotency_key.
- `review_post`: 79 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: post_id. Name the tool or the place that returns it, or models look it up first.
- `edit_video`: 80 / 100
  - Minor: String arguments with no constraint or example: idempotency_key.
- `generate_audio`: 80 / 100
  - Minor: String arguments with no constraint or example: idempotency_key.
- `generate_lipsync`: 80 / 100
  - Minor: String arguments with no constraint or example: idempotency_key.
- `wait_for_generation`: 80 / 100
  - Minor: The description is long (421 words). It helps selection but costs steps and tokens.
  - Minor: Arguments without a description: ids[].media.
  - Minor: String arguments with no constraint or example: ids[].id.
  - Minor: No `required` list, so every argument is optional.
- `get_recreate_brief`: 81 / 100
- `list_models`: 81 / 100
  - Minor: No `required` list, so every argument is optional.
- `list_voices`: 81 / 100
  - Minor: No `required` list, so every argument is optional.
- `motion_control`: 81 / 100
  - Minor: String arguments with no constraint or example: idempotency_key.
- `show_generation`: 81 / 100
- `upscale_image`: 81 / 100
  - Minor: String arguments with no constraint or example: idempotency_key.
- `generate_fake_text_video`: 82 / 100
  - Minor: String arguments with no constraint or example: idempotency_key.
  - Minor: Says nothing about what it returns.
- `generate_image_story`: 83 / 100
  - Minor: String arguments with no constraint or example: idempotency_key.
- `analyze_video`: 84 / 100
  - Minor: String arguments with no constraint or example: idempotency_key.
- `get_analysis`: 84 / 100
- `get_video`: 84 / 100
- `prepare_post`: 85 / 100
  - Minor: The description is long (463 words). It helps selection but costs steps and tokens.
- `change_story_scene`: 86 / 100
  - Minor: The description is long (544 words). It helps selection but costs steps and tokens.
  - Minor: String arguments with no constraint or example: idempotency_key.

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