# XCut AI – Viral Content Research (ai.xcut/xcutai): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/ai.xcut%2Fxcutai/versions/latest)
- Connected to: https://mcp.xcut.ai/mcp
- Homepage: https://xcut.ai/mcp
- Scoring rules: v2
- Tools: 39
- Average: 79.6 / 100 (Clear)
- Near-identical pairs: 28

This page shows how XCut AI – Viral Content Research (ai.xcut/xcutai)'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: 39 tools. Above 25, models start to tell tools apart less well.
- Minor: 28 pairs with nearly the same description in all; the top 12 are shown.

## Tools

- `xcut_get_breakouts`: 67 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `xcut_list_canvases`: 67 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `xcut_delete_calendar_post`: 70 / 100
  - Minor: Says nothing about what it returns.
- `xcut_delete_memory`: 70 / 100
  - Minor: Says nothing about what it returns.
- `xcut_save_memory`: 70 / 100
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `xcut_update_memory`: 70 / 100
  - Minor: Says nothing about what it returns.
- `xcut_list_calendar`: 72 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `xcut_add_to_calendar`: 75 / 100
  - Minor: Says nothing about what it returns.
- `xcut_get_account`: 75 / 100
  - Minor: Says nothing about what it returns.
- `xcut_scan_watchlist`: 75 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `xcut_analyze_script`: 77 / 100
- `xcut_check_niche`: 77 / 100
- `xcut_competitor_gaps`: 77 / 100
- `xcut_get_brand`: 77 / 100
- `xcut_repurpose_content`: 77 / 100
- `xcut_rewrite_bio`: 77 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `xcut_youtube_titles`: 77 / 100
- `xcut_generate_image`: 78 / 100
  - Minor: Says nothing about what it returns.
- `xcut_get_canvas`: 78 / 100
  - Minor: Says nothing about what it returns.
- `xcut_add_note`: 80 / 100
  - Minor: Says nothing about what it returns.
- `xcut_update_calendar_post`: 80 / 100
  - Minor: Says nothing about what it returns.
  - 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.
- `xcut_audit_content`: 82 / 100
- `xcut_create_canvas`: 82 / 100
- `xcut_find_hooks`: 82 / 100
- `xcut_get_playbook`: 82 / 100
- `xcut_hook_ideas`: 82 / 100
- `xcut_posting_plan`: 82 / 100
- `xcut_write_caption`: 82 / 100
- `xcut_get_content`: 83 / 100
  - Minor: Says nothing about what it returns.
- `xcut_find_outliers`: 85 / 100
- `xcut_import_website`: 85 / 100
- `xcut_profile_analytics`: 85 / 100
- `xcut_get_job`: 87 / 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.
- `xcut_import_meta_ad`: 90 / 100
- `xcut_import_post`: 90 / 100
- `xcut_import_profile`: 90 / 100
- `xcut_run_playbook`: 90 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `xcut_search_viral`: 90 / 100
- `xcut_write_content`: 90 / 100

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