# Rankwise (com.tryrankwise/rankwise): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.tryrankwise%2Frankwise/versions/latest)
- Connected to: https://tryrankwise.com/api/mcp
- Homepage: https://tryrankwise.com/api-docs#mcp
- Scoring rules: v2
- Tools: 50
- Average: 57.0 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how Rankwise (com.tryrankwise/rankwise)'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: 50 tools. Above 40, models choose less accurately.

## Tools

- `dismiss_opportunity`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: opportunity_id.
  - Minor: Required identifiers whose description does not say where the value comes from: opportunity_id. Name the tool or the place that returns it, or models look it up first.
- `get_brief`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: brief_id.
  - Minor: Required identifiers whose description does not say where the value comes from: brief_id. Name the tool or the place that returns it, or models look it up first.
- `list_briefs`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: status, limit.
  - Minor: No `required` list, so every argument is optional.
- `list_opportunities`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: limit.
  - Minor: No `required` list, so every argument is optional.
- `create_brief`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: title, topic, intent, target_queries, tracked_domain_id, tone, audience, language.
- `move_planner_card`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: card_id, day.
  - Minor: Required identifiers whose description does not say where the value comes from: card_id. Name the tool or the place that returns it, or models look it up first.
- `refresh_opportunities`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: idempotency_key.
- `remove_question`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: question_id.
  - Minor: Required identifiers whose description does not say where the value comes from: question_id. Name the tool or the place that returns it, or models look it up first.
- `get_planner`: 47 / 100
  - Major: Arguments without a description: from, to.
  - Minor: No `required` list, so every argument is optional.
- `set_autopilot`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: weekly_quota, paused.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The meaning of the boolean argument paused is unclear.
- `approve_brief`: 48 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: brief_id, idempotency_key.
- `list_rankwise_sitemaps`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `list_articles`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: page, page_size.
  - Minor: No `required` list, so every argument is optional.
- `update_brief`: 50 / 100
  - Major: Arguments without a description: brief_id, title, topic, intent, target_queries, outline.
  - Minor: Required identifiers whose description does not say where the value comes from: brief_id. Name the tool or the place that returns it, or models look it up first.
- `get_free_ai_audit_link`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `list_visibility_events`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: limit.
  - Minor: No `required` list, so every argument is optional.
- `search_rankwise_content`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
- `archive_brief`: 53 / 100
  - Major: Arguments without a description: brief_id, reason, note.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: brief_id. Name the tool or the place that returns it, or models look it up first.
- `create_checkout_link`: 53 / 100
  - Major: Arguments without a description: plan, idempotency_key.
- `get_article`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: article_id.
- `bulk_replace_articles`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: articles, articles[].article_id, articles[].title, articles[].meta_description, articles[].slug.
- `run_citation_check`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: question_id, idempotency_key.
  - Minor: Required identifiers whose description does not say where the value comes from: question_id. Name the tool or the place that returns it, or models look it up first.
- `add_keywords`: 57 / 100
  - Major: Arguments without a description: keywords[].keyword, keywords[].day, keywords[].article_type, keywords[].article_length.
  - Minor: String arguments with no constraint or example: keywords[].keyword.
- `check_citation_readiness`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `update_live_post`: 58 / 100
  - Major: Arguments without a description: article_id, idempotency_key.
  - Minor: Required identifiers whose description does not say where the value comes from: article_id. Name the tool or the place that returns it, or models look it up first.
- `get_search_console_summary`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `list_fixes`: 60 / 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: domain_id. Name the tool or the place that returns it, or models look it up first.
- `list_sites`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `pause_site`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `publish_article`: 60 / 100
  - Major: Arguments without a description: article_id, integration_id, publish_at, idempotency_key.
- `recrawl_domain`: 60 / 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: domain_id. Name the tool or the place that returns it, or models look it up first.
- `remove_domain`: 60 / 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: domain_id. Name the tool or the place that returns it, or models look it up first.
- `generate_article`: 62 / 100
  - Minor: Arguments without a description: tone, language, idempotency_key.
- `list_keywords`: 62 / 100
  - Minor: No `required` list, so every argument is optional.
- `resume_site`: 62 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_autopilot`: 63 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_workspace`: 63 / 100
  - Major: Says nothing about when to use it, or when not to.
- `refresh_share_of_voice`: 63 / 100
  - Minor: Arguments without a description: idempotency_key.
  - Minor: Required identifiers whose description does not say where the value comes from: domain_id. Name the tool or the place that returns it, or models look it up first.
- `check_ai_crawler_access`: 64 / 100
  - Major: Says nothing about when to use it, or when not to.
- `score_ai_visibility`: 64 / 100
- `get_scorecard`: 65 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: domain_id. Name the tool or the place that returns it, or models look it up first.
- `list_domains`: 65 / 100
- `preview_fixes`: 65 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: domain_id. Name the tool or the place that returns it, or models look it up first.
- `replace_article`: 65 / 100
  - Major: Arguments without a description: article_id, title, meta_description, slug.
  - Minor: Required identifiers whose description does not say where the value comes from: article_id. Name the tool or the place that returns it, or models look it up first.
- `list_citations`: 67 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: domain_id. Name the tool or the place that returns it, or models look it up first.
- `list_questions`: 72 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: domain_id. Name the tool or the place that returns it, or models look it up first.
- `add_domain`: 73 / 100
- `add_question`: 73 / 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: domain_id. Name the tool or the place that returns it, or models look it up first.
- `get_plan_and_credits`: 73 / 100
- `get_share_of_voice`: 75 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: domain_id. Name the tool or the place that returns it, or models look it up first.

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