# com.budgetpixel/mcp: tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.budgetpixel%2Fmcp/versions/latest)
- Connected to: https://mcp.budgetpixel.com/mcp
- Homepage: https://budgetpixel.com/mcp
- Repository: https://github.com/budgetpixel-ai/budgetpixel-mcp
- Scoring rules: v2
- Tools: 24
- Average: 72.1 / 100 (Clear)
- Near-identical pairs: 0

This page shows how com.budgetpixel/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: The server's instructions are 8075 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

- `get_character`: 57 / 100
  - Minor: Says nothing about what it returns.
- `upscale_image`: 60 / 100
- `list_characters`: 61 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `get_wardrobe_item`: 62 / 100
  - Minor: Says nothing about what it returns.
- `recommend_influencers`: 62 / 100
  - Minor: Says nothing about what it returns.
- `generate_music`: 65 / 100
  - Minor: No `required` list, so every argument is optional.
- `search_wardrobe`: 65 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `get_generation_history`: 66 / 100
  - Minor: No `required` list, so every argument is optional.
- `list_my_themes`: 70 / 100
  - Minor: Says nothing about what it returns.
- `upscale_video`: 70 / 100
  - Minor: No `required` list, so every argument is optional.
- `save_to_assets`: 71 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: job_id. Name the tool or the place that returns it, or models look it up first.
- `generate_3d_model`: 72 / 100
- `generate_video`: 72 / 100
- `get_credit_balance`: 72 / 100
- `upload_media`: 75 / 100
  - Minor: Says nothing about what it returns.
- `finalize_video_draft`: 77 / 100
- `list_models`: 77 / 100
- `check_generation_status`: 78 / 100
  - Minor: No `required` list, so every argument is optional.
- `generate_image`: 78 / 100
- `generate_sound_effect`: 80 / 100
  - Minor: No `required` list, so every argument is optional.
- `search_stock_images`: 81 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `create_social_post`: 83 / 100
- `generate_depth_map`: 86 / 100
- `search_stock_audio`: 91 / 100

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