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io.github.abhibavishi/rankparse-mcp: tool descriptions scored

tools/list taken
(UTC)
From
Official MCP Registry
Connected to
https://mcp.rankparse.com/mcp
Scoring rules
v2
Removal
support@forecall.dev
Score this URL as it is today

Scores, issues and names only

This page shows how io.github.abhibavishi/rankparse-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.

servers/io.github.abhibavishi/rankparse-mcp
Average score
51.7 / 100Cloudy
Tools
85
Near-identical descriptions
10

Across the server

  • Major
    85 tools. Above 40, models choose less accurately.too_many_tools
  • 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.instructions_missing

Tools whose descriptions are nearly the same

10 of 10 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
get_gsc_top_queriesget_gsc_top_pages0.780.60
get_new_linksget_lost_links0.750.50
get_gsc_country_breakdownget_gsc_device_breakdown0.660.60
get_gsc_page_trendget_gsc_query_trend0.650.60
get_gsc_page_queriesget_gsc_country_breakdown0.640.33
get_gsc_page_queriesget_gsc_device_breakdown0.610.33
get_gsc_page_queriesget_gsc_query_pages0.600.33
get_gsc_query_pagesget_gsc_query_page_pairs0.600.50
get_google_ads_keyword_ideasget_google_ads_keyword_metrics0.520.67
get_gsc_low_ctr_queriesget_gsc_low_ctr_pages0.500.67

Tools

get_anchor_text

18 / 100Rain

Purpose
6 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    The description only restates the name (7 words).restates_name
  • Major
    The description is too short (7 words).too_short
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: domain, limit.param_no_description
  • Minor
    String arguments with no constraint or example: domain.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

get_domain_rank

18 / 100Rain

Purpose
6 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    The description only restates the name (8 words).restates_name
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: domain.param_no_description
  • Minor
    String arguments with no constraint or example: domain.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

get_internal_links

18 / 100Rain

Purpose
6 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    The description only restates the name (9 words).restates_name
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: domain, limit.param_no_description
  • Minor
    String arguments with no constraint or example: domain.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

get_lost_links

18 / 100Rain

Purpose
6 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    The description only restates the name (8 words).restates_name
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: domain.param_no_description
  • Minor
    Its description is nearly the same as get_new_links's (similarity 0.75); only the names and schemas tell them apart. Say in this description when to use get_new_links instead.confusable_pair
  • Minor
    String arguments with no constraint or example: domain.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

get_new_links

18 / 100Rain

Purpose
6 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    The description only restates the name (8 words).restates_name
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: domain.param_no_description
  • Minor
    Its description is nearly the same as get_lost_links's (similarity 0.75); only the names and schemas tell them apart. Say in this description when to use get_lost_links instead.confusable_pair
  • Minor
    String arguments with no constraint or example: domain.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

get_outbound_links

18 / 100Rain

Purpose
6 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    The description only restates the name (8 words).restates_name
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: domain, limit.param_no_description
  • Minor
    String arguments with no constraint or example: domain.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

get_referring_domains

18 / 100Rain

Purpose
6 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    The description only restates the name (7 words).restates_name
  • Major
    The description is too short (7 words).too_short
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: domain, limit, score.param_no_description
  • Minor
    String arguments with no constraint or example: domain.loose_string_param
  • Minor
    The meaning of the boolean argument score is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info

get_top_pages

18 / 100Rain

Purpose
6 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    The description only restates the name (6 words).restates_name
  • Major
    The description is too short (6 words).too_short
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: domain, limit.param_no_description
  • Minor
    String arguments with no constraint or example: domain.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

get_link_intersect

25 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: domain_a, domain_b.param_no_description
  • Minor
    String arguments with no constraint or example: domain_a, domain_b.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

get_link_velocity

25 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: domain.param_no_description
  • Minor
    String arguments with no constraint or example: domain.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

get_tech_stack

26 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: domain.param_no_description
  • Minor
    String arguments with no constraint or example: domain.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

get_crawl_history

29 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: domain.param_no_description
  • Minor
    String arguments with no constraint or example: domain.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

get_page_seo

29 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: url.param_no_description
  • Minor
    String arguments with no constraint or example: url.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

get_schema_markup

29 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: url.param_no_description
  • Minor
    String arguments with no constraint or example: url.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

get_site_explorer

29 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: domain.param_no_description
  • Minor
    String arguments with no constraint or example: domain.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

batch_lookup

30 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: domains.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

get_domain_overlap

30 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    The description is too short (7 words).too_short
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: domains, limit.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

get_agent_tasks

31 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
4 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: status, site_id.param_no_description
  • Minor
    String arguments with no constraint or example: site_id.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

get_page_performance

31 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
7 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: url, strategy.param_no_description
  • Minor
    String arguments with no constraint or example: url.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

get_link_audit

32 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: domain.param_no_description
  • Minor
    String arguments with no constraint or example: domain.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

get_site_health

33 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: domain.param_no_description
  • Minor
    String arguments with no constraint or example: domain.loose_string_param

get_sitemap

33 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: domain, limit.param_no_description
  • Minor
    String arguments with no constraint or example: domain.loose_string_param

get_backlinks

37 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
6 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: domain, limit, score, sort, from_domain, link_type.param_no_description
  • Minor
    String arguments with no constraint or example: domain, from_domain, link_type.loose_string_param
  • Minor
    The meaning of the boolean argument score is unclear.vague_boolean

complete_agent_task

40 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: task_id, summary.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: task_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

check_credits

41 / 100Cloudy

Purpose
6 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    The description only restates the name (4 words).restates_name
  • Major
    The description is too short (4 words).too_short
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Says nothing about what it returns.no_return_info

get_similar_domains

41 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
5 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: domain.param_no_description
  • Minor
    String arguments with no constraint or example: domain.loose_string_param

get_competitor_gap

42 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: domain, vs, limit.param_no_description
  • Minor
    String arguments with no constraint or example: domain, vs.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

list_tracked_keywords

44 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Says nothing about what it returns.no_return_info

log_activity

44 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
9 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: summary, site_id, kind_hint, client_request_id.param_no_description
  • Minor
    String arguments with no constraint or example: site_id.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

outreach_pause_campaign

44 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: campaign_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

outreach_resume_campaign

44 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: campaign_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

list_proposals

46 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
4 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Arguments without a description: site_id, status, limit.param_no_description
  • Minor
    String arguments with no constraint or example: site_id.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

get_domain_authority

47 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
5 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: domain.param_no_description
  • Minor
    String arguments with no constraint or example: domain.loose_string_param

outreach_list_campaigns

48 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
17 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    No `required` list, so every argument is optional.no_required

outreach_sending_status

51 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
17 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    No `required` list, so every argument is optional.no_required

get_rank_alert_settings

52 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: site_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

list_rank_tracking_sites

52 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Says nothing about what it returns.no_return_info

list_site_issues

52 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
17 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

list_websites

52 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Says nothing about what it returns.no_return_info

update_rank_alert_settings

52 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: site_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

outreach_get_campaign

54 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    String arguments with no constraint or example: campaign_id.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: campaign_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

zeekeo_create_campaign

54 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    String arguments with no constraint or example: name.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: invite_template_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_platform_trends

57 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Says nothing about what it returns.no_return_info

propose_indexnow_submit

57 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
12 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: urls, site_id.param_no_description
  • Minor
    String arguments with no constraint or example: site_id.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

propose_outreach_send

58 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
13 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: contacts[].email, contacts[].name, contacts[].domain, contacts[].subject, contacts[].body, contacts[].domain_authority.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

get_ai_visibility

60 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    Says nothing about what it returns.no_return_info

get_gsc_search_appearance

60 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
21 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    String arguments with no constraint or example: startDate, endDate.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

zeekeo_send_message

60 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
21 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    String arguments with no constraint or example: body.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

get_gsc_properties

62 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Says nothing about what it returns.no_return_info

get_gsc_sitemaps

62 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Says nothing about what it returns.no_return_info

list_rank_change_alerts

62 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info

zeekeo_activate_campaign

62 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: campaign_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

zeekeo_list_campaigns

62 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Says nothing about what it returns.no_return_info

get_gsc_country_breakdown

63 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
21 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Its description is nearly the same as get_gsc_device_breakdown's (similarity 0.66); only the names and schemas tell them apart. Say in this description when to use get_gsc_device_breakdown instead.confusable_pair
  • Minor
    Its description is nearly the same as get_gsc_page_queries's (similarity 0.64); only the names and schemas tell them apart. Say in this description when to use get_gsc_page_queries instead.confusable_pair
  • Minor
    String arguments with no constraint or example: startDate, endDate.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info

get_gsc_date_trends

63 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
21 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    String arguments with no constraint or example: startDate, endDate.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info

get_gsc_device_breakdown

63 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
21 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Its description is nearly the same as get_gsc_country_breakdown's (similarity 0.66); only the names and schemas tell them apart. Say in this description when to use get_gsc_country_breakdown instead.confusable_pair
  • Minor
    Its description is nearly the same as get_gsc_page_queries's (similarity 0.61); only the names and schemas tell them apart. Say in this description when to use get_gsc_page_queries instead.confusable_pair
  • Minor
    String arguments with no constraint or example: startDate, endDate.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info

get_gsc_low_ctr_pages

63 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
21 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Its description is nearly the same as get_gsc_low_ctr_queries's (similarity 0.50); only the names and schemas tell them apart. Say in this description when to use get_gsc_low_ctr_queries instead.confusable_pair
  • Minor
    String arguments with no constraint or example: startDate, endDate.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info

get_gsc_low_ctr_queries

63 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
21 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Its description is nearly the same as get_gsc_low_ctr_pages's (similarity 0.50); only the names and schemas tell them apart. Say in this description when to use get_gsc_low_ctr_pages instead.confusable_pair
  • Minor
    String arguments with no constraint or example: startDate, endDate.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info

get_gsc_page_queries

63 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
21 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Its description is nearly the same as get_gsc_country_breakdown's (similarity 0.64); only the names and schemas tell them apart. Say in this description when to use get_gsc_country_breakdown instead.confusable_pair
  • Minor
    Its description is nearly the same as get_gsc_device_breakdown's (similarity 0.61); only the names and schemas tell them apart. Say in this description when to use get_gsc_device_breakdown instead.confusable_pair
  • Minor
    Its description is nearly the same as get_gsc_query_pages's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use get_gsc_query_pages instead.confusable_pair
  • Minor
    String arguments with no constraint or example: startDate, endDate.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

get_gsc_query_page_pairs

63 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
21 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Its description is nearly the same as get_gsc_query_pages's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use get_gsc_query_pages instead.confusable_pair
  • Minor
    String arguments with no constraint or example: startDate, endDate.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info

get_gsc_query_pages

63 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
21 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Its description is nearly the same as get_gsc_page_queries's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use get_gsc_page_queries instead.confusable_pair
  • Minor
    Its description is nearly the same as get_gsc_query_page_pairs's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use get_gsc_query_page_pairs instead.confusable_pair
  • Minor
    String arguments with no constraint or example: startDate, endDate.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

get_gsc_top_pages

63 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
21 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Its description is nearly the same as get_gsc_top_queries's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use get_gsc_top_queries instead.confusable_pair
  • Minor
    String arguments with no constraint or example: startDate, endDate.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

get_gsc_top_queries

63 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
21 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Its description is nearly the same as get_gsc_top_pages's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use get_gsc_top_pages instead.confusable_pair
  • Minor
    String arguments with no constraint or example: startDate, endDate.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

recheck_ai_visibility

64 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    Required identifiers whose description does not say where the value comes from: site_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

outreach_configure_sending

66 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
17 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

provision_indexnow_key

67 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10

No issues.

get_gsc_page_trend

68 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
21 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Its description is nearly the same as get_gsc_query_trend's (similarity 0.65); only the names and schemas tell them apart. Say in this description when to use get_gsc_query_trend instead.confusable_pair
  • Minor
    String arguments with no constraint or example: startDate, endDate.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

get_gsc_query_trend

68 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
21 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Its description is nearly the same as get_gsc_page_trend's (similarity 0.65); only the names and schemas tell them apart. Say in this description when to use get_gsc_page_trend instead.confusable_pair
  • Minor
    String arguments with no constraint or example: startDate, endDate.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

get_gsc_url_inspection

69 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10

No issues.

get_platform_domains

69 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
22 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context

get_keyword_rankings

71 / 100Clear

Purpose
20 / 20
When to use
5 / 20
Arguments
22 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    Required identifiers whose description does not say where the value comes from: site_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_gsc_page_segment

72 / 100Clear

Purpose
17 / 20
When to use
10 / 20
Arguments
21 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    String arguments with no constraint or example: startDate, endDate.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

zeekeo_create_template

72 / 100Clear

Purpose
17 / 20
When to use
10 / 20
Arguments
21 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10

No issues.

get_google_ads_accounts

74 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
25 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10

No issues.

get_indexing_status

74 / 100Clear

Purpose
20 / 20
When to use
10 / 20
Arguments
22 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10

No issues.

outreach_update_contacts

74 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10

No issues.

get_google_ads_keyword_ideas

75 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    Its description is nearly the same as get_google_ads_keyword_metrics's (similarity 0.52); only the names and schemas tell them apart. Say in this description when to use get_google_ads_keyword_metrics instead.confusable_pair
  • Minor
    No `required` list, so every argument is optional.no_required

get_gsc_opportunity_queries

75 / 100Clear

Purpose
20 / 20
When to use
10 / 20
Arguments
21 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    String arguments with no constraint or example: startDate, endDate.loose_string_param

submit_indexnow_urls

75 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    Says nothing about what it returns.no_return_info

get_keyword_rank_history

76 / 100Clear

Purpose
20 / 20
When to use
10 / 20
Arguments
22 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10

No issues.

outreach_launch_campaign

76 / 100Clear

Purpose
17 / 20
When to use
20 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Required identifiers whose description does not say where the value comes from: campaign_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

outreach_add_contacts

77 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    String arguments with no constraint or example: contacts[].subject.loose_string_param

outreach_suggest_prospects

77 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10

No issues.

outreach_create_campaign

84 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10

No issues.

get_google_ads_keyword_metrics

86 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
22 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    Its description is nearly the same as get_google_ads_keyword_ideas's (similarity 0.52); only the names and schemas tell them apart. Say in this description when to use get_google_ads_keyword_ideas instead.confusable_pair

What static scoring cannot tell

This score reads only the text of each description and schema: it says what is written, not what a model will do. Short tools whose names already say what they do, such as browser_close, score low here even when models use them well, and in our measurements current models chose the right tool in one step even from one-line descriptions, as long as the names and schemas differed. What the text cannot show, such as what happens over several steps and whether an added sentence helps or misleads, is what an evaluation measures, on the Pro and Team plans.

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