# Pixly (app.pixly/pixly): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/app.pixly%2Fpixly/versions/latest)
- Connected to: https://pixly.app/api/mcp
- Homepage: https://pixly.app/mcp
- Scoring rules: v2
- Tools: 35
- Average: 63.1 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how Pixly (app.pixly/pixly)'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: 35 tools. Above 25, models start to tell tools apart less well.

## Tools

- `get_credit_balance`: 41 / 100
  - Major: The description only restates the name (9 words).
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `upload_image_from_url`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `day_to_night`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `list_library`: 54 / 100
  - Minor: Arguments without a description: limit.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `update_listing`: 54 / 100
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: listingId. Name the tool or the place that returns it, or models look it up first.
- `create_listing`: 55 / 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.
- `declutter_photo`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `makeover_exterior`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `touch_up_exterior`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `blur_faces_plates`: 59 / 100
  - Minor: Arguments without a description: faces, plates, style.
  - Minor: The meaning of the boolean argument faces is unclear.
  - Minor: The meaning of the boolean argument plates is unclear.
- `cinematic_motion`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `photo_to_video`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `render_floor_plan`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `replace_lawn`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `reset_season`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `create_upload_ticket`: 60 / 100
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `enhance_photo`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `upscale_hd`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `restyle_room`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `replace_sky`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `list_listings`: 64 / 100
  - Minor: Says nothing about what it returns.
- `view_pixly_photo`: 64 / 100
  - Major: Says nothing about when to use it, or when not to.
  - 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.
- `plot_sign`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
- `straighten_photo`: 66 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `virtual_staging`: 66 / 100
  - Major: Says nothing about when to use it, or when not to.
- `flythrough_video`: 69 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_job`: 72 / 100
  - Minor: No `required` list, so every argument is optional.
- `remove_furniture`: 72 / 100
  - Minor: No `required` list, so every argument is optional.
- `draw_floor_plan`: 73 / 100
  - Minor: Arguments without a description: doors, doors[].width, windows, windows[].count, windows[].width.
  - Minor: String arguments with no constraint or example: doors[].from, windows[].room.
- `edit_staged_photo`: 73 / 100
  - Major: Says nothing about when to use it, or when not to.
- `watermark_photos`: 73 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: position, size.
- `before_after_reel`: 74 / 100
  - Minor: Arguments without a description: durationSeconds.
  - Minor: No `required` list, so every argument is optional.
- `get_checkout_link`: 77 / 100
  - Minor: No `required` list, so every argument is optional.
- `before_after_image`: 79 / 100
  - Minor: No `required` list, so every argument is optional.
- `plan_photos`: 83 / 100
  - Minor: No `required` list, so every argument is optional.

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