# Convertlyft (com.convertlyft/convertlyft): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.convertlyft%2Fconvertlyft/versions/latest)
- Connected to: https://mcp.convertlyft.com/mcp
- Homepage: https://convertlyft.com/
- Scoring rules: v2
- Tools: 69
- Average: 68.6 / 100 (Cloudy)
- Near-identical pairs: 9

This page shows how Convertlyft (com.convertlyft/convertlyft)'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: 69 tools. Above 40, models choose less accurately.
- Minor: The server's instructions are 2770 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

- `cvl_seo_map_keyword_page`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
- `cvl_seo_set_keyword_money`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: money.
  - Minor: The meaning of the boolean argument money is unclear.
- `cvl_seo_add_keywords`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
- `cvl_seo_make_brief`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `cvl_seo_opportunity_track`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
- `cvl_seo_write_fix`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `cvl_attribution`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `cvl_seo_opportunities`: 58 / 100
  - Minor: Arguments without a description: action.
  - Minor: No `required` list, so every argument is optional.
- `cvl_seo_backlinks`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `cvl_seo_check_now`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `cvl_seo_issue_on_purpose`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `cvl_seo_untrack_keywords`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
- `cvl_propose`: 62 / 100
- `cvl_seo_flow`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `cvl_call_read`: 63 / 100
  - Major: Says nothing about when to use it, or when not to.
- `cvl_conversion_paths`: 63 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `cvl_seo_keyword_ideas`: 63 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: mode.
- `cvl_change_preview`: 64 / 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.
- `cvl_todos_list`: 64 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `cvl_remove_page_type_rule`: 65 / 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.
- `cvl_seo_ai_mentions`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
- `cvl_seo_competitor_gap`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
- `cvl_seo_domain_overview`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
- `cvl_seo_draft_publish`: 65 / 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: draft_id. Name the tool or the place that returns it, or models look it up first.
- `cvl_seo_link_gap`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
- `cvl_seo_run_flow`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `cvl_seo_submit_sitemap`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `cvl_set_site_type`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
- `cvl_behavior_report`: 66 / 100
  - Minor: No `required` list, so every argument is optional.
- `cvl_seo_add_market`: 67 / 100
  - Minor: Arguments without a description: device.
- `cvl_seo_audit`: 67 / 100
  - Minor: No `required` list, so every argument is optional.
- `cvl_seo_brief_keywords`: 67 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: decision.
- `cvl_seo_issue_not_a_problem`: 67 / 100
- `cvl_skill_read`: 67 / 100
- `cvl_whoami`: 67 / 100
  - Minor: No `required` list, so every argument is optional.
- `cvl_set_page_type`: 68 / 100
  - Minor: No `required` list, so every argument is optional.
- `cvl_error_fix_shipped`: 69 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `cvl_skills_list`: 69 / 100
  - Minor: No `required` list, so every argument is optional.
- `cvl_search_tools`: 70 / 100
- `cvl_seo_backlink_profile`: 70 / 100
- `cvl_seo_keyword_metrics`: 70 / 100
  - Major: Says nothing about when to use it, or when not to.
- `cvl_seo_ranked_keywords`: 70 / 100
- `cvl_seo_set_competitor_state`: 70 / 100
  - Minor: Arguments without a description: domain, state.
  - Minor: String arguments with no constraint or example: domain.
- `cvl_set_event_meaning`: 70 / 100
- `cvl_set_form_purpose`: 70 / 100
- `cvl_todo_add`: 70 / 100
  - Major: Says nothing about when to use it, or when not to.
- `cvl_todo_mark`: 70 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: todo_id. Name the tool or the place that returns it, or models look it up first.
- `cvl_operator_run`: 71 / 100
  - Minor: No `required` list, so every argument is optional.
- `cvl_change_undo`: 72 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: proposal_id. Name the tool or the place that returns it, or models look it up first.
- `cvl_remember`: 72 / 100
- `cvl_run_crawl`: 72 / 100
  - Minor: No `required` list, so every argument is optional.
- `cvl_seo_draft`: 72 / 100
- `cvl_set_recording_paths`: 72 / 100
  - Minor: No `required` list, so every argument is optional.
- `cvl_seo_track_keywords`: 73 / 100
- `cvl_public_seo_scan_result`: 74 / 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: scan_id. Name the tool or the place that returns it, or models look it up first.
- `cvl_site_pages`: 74 / 100
  - Minor: No `required` list, so every argument is optional.
- `cvl_seo_brief_published`: 75 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `cvl_docs_search`: 77 / 100
  - Major: Says nothing about when to use it, or when not to.
- `cvl_public_agent_readiness`: 77 / 100
  - Minor: No `required` list, so every argument is optional.
- `cvl_seo_serp`: 77 / 100
  - Major: Says nothing about when to use it, or when not to.
- `cvl_set_capture`: 77 / 100
  - Minor: No `required` list, so every argument is optional.
- `cvl_explain`: 78 / 100
  - Minor: No `required` list, so every argument is optional.
- `cvl_kpi`: 78 / 100
  - Minor: No `required` list, so every argument is optional.
- `cvl_change_apply`: 80 / 100
- `cvl_seo_referring_domains`: 80 / 100
- `cvl_check_claim`: 82 / 100
- `cvl_public_seo_scan`: 90 / 100
- `cvl_seo_opportunity_set`: 91 / 100
- `cvl_crawl_start`: 97 / 100

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