# GO AI Tools (app.goaichat/tools): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/app.goaichat%2Ftools/versions/latest)
- Connected to: https://goaichat.app/mcp-tools/mcp
- Homepage: https://goaichat.app/mcp-tools
- Scoring rules: v2
- Tools: 31
- Average: 75.8 / 100 (Clear)
- Near-identical pairs: 0

This page shows how GO AI Tools (app.goaichat/tools)'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: 31 tools. Above 25, models start to tell tools apart less well.
- Minor: The server has no instructions. Say there, once, what the server is for and when to use it: Claude Code and Gemini CLI read the instructions before the tool descriptions.

## Tools

- `check_contrast`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `bpm_delay_calculator`: 64 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `estimate_ai_tokens`: 64 / 100
  - Minor: Arguments without a description: contextWindows[].name, contextWindows[].sizeTokens.
- `appstore_compare_markets`: 65 / 100
- `render_app_store_screenshot`: 66 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: texts[].fontFamily.
- `build_app_privacy_label`: 67 / 100
- `oklch_ramp`: 67 / 100
  - Minor: No `required` list, so every argument is optional.
- `strip_image_metadata`: 67 / 100
  - Major: Says nothing about when to use it, or when not to.
- `oklch_convert`: 69 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `calculate_bmi_and_body_fat`: 70 / 100
- `find_nearest_passing_color`: 70 / 100
- `estimate_window_light`: 72 / 100
  - Major: Says nothing about when to use it, or when not to.
- `inspect_mobileprovision`: 72 / 100
- `appstore_search`: 75 / 100
  - Major: Says nothing about when to use it, or when not to.
- `calculate_tdee`: 75 / 100
- `check_strings_files`: 75 / 100
- `image_compression_curve`: 75 / 100
- `recipe_convert_ingredient`: 75 / 100
- `css_clamp_calculator`: 80 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `recipe_scale`: 80 / 100
- `build_app_store_link`: 82 / 100
- `calculate_app_store_net_revenue`: 82 / 100
- `convert_heic_to_jpg_png`: 82 / 100
- `generate_favicon_set`: 82 / 100
- `plant_watering_calendar`: 82 / 100
- `recommend_ai_model`: 83 / 100
- `project_weight_goal_date`: 85 / 100
- `generate_app_icon_set`: 87 / 100
- `image_compress`: 87 / 100
- `convert_video_to_gif`: 95 / 100
  - Minor: The description is long (664 words). It helps selection but costs steps and tokens.
- `resize_images`: 95 / 100

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