AthenaHQ: tool descriptions scored ai.athenahq/mcp

tools/list taken: 2026-11-02 (UTC)
From: Official MCP Registry
Connected to: https://api.athenahq.ai/api/mcp
Homepage: docs.athenahq.ai/api-reference/mcp
Scoring rules: v2
Removal: support@forecall.dev

Scores, issues and names only

This page shows how AthenaHQ (ai.athenahq/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/ai.athenahq/mcp

Average score: 57.6 / 100Cloudy
Tools: 113
Near-identical descriptions: 5

Across the server

Major
113 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

5 of 5 pairs shown, highest description similarity first.
Tool	Tool	Description similarity	Name similarity
delete_brand_facts	delete_pillars	0.68	0.25
get_citation_rate_cumulative	get_position_cumulative	0.67	0.40
get_attribute_metrics	get_competitor_attribute_metrics	0.47	0.75
get_saved_views	get_group_saved_views	0.45	0.75
get_citation_rate_time_series	get_mention_rate_time_series	0.42	0.67

Tools

get_competitors

29 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 8 / 25
Return value: 8 / 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: website_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_prompts

29 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 8 / 25
Return value: 8 / 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: website_id, status, prompt_tags, prompt_tags_operator.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_saved_views

29 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 8 / 25
Return value: 8 / 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: website_id.param_no_description
Minor
Its description is nearly the same as get_group_saved_views's (similarity 0.45); only the names and schemas tell them apart. Say in this description when to use get_group_saved_views instead.confusable_pair
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

create_location

31 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 10 / 25
Return value: 8 / 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: website_id, location, country, prompt_ids.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

create_prompts

31 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 10 / 25
Return value: 8 / 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: website_id, prompts, prompts[].prompt, prompts[].type, prompts[].volume, prompts[].current_monthly_searches, prompts[].current_total_value, prompts[].topic_id, prompts[].countries, prompts[].primary_country, prompts[].persona_ids, prompts[].location_ids, prompts[].tag_ids, prompts[].is_paused, source.param_no_description
Minor
The meaning of the boolean argument prompts[].is_paused is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

delete_location

31 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 10 / 25
Return value: 8 / 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: website_id, location_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id, location_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_group_detail

31 / 100Rain

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 3 / 25
Return value: 8 / 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: group_id.param_no_description
Minor
String arguments with no constraint or example: group_id.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: group_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

update_location

31 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 10 / 25
Return value: 8 / 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: website_id, location_id, location, country, prompt_ids.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id, location_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

update_prompt

31 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 10 / 25
Return value: 8 / 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: website_id, prompt_id, type, prompt, volume, topic_id, countries, primary_country, location_ids.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id, prompt_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

update_topic

31 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 10 / 25
Return value: 8 / 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: website_id, topic_id, name, description.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id, topic_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_credits_website

32 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 8 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 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: website_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

delete_prompt

36 / 100Rain

Purpose: 6 / 20
When to use: 5 / 20
Arguments: 10 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description only restates the name (9 words).restates_name
Major
Arguments without a description: prompt_id, website_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: prompt_id, website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_locations

36 / 100Rain

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 8 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

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: website_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_ai_search_value

37 / 100Rain

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 8 / 25
Return value: 8 / 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: website_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

delete_topic

38 / 100Rain

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 10 / 25
Return value: 8 / 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: website_id, topic_id, delete_prompts.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Required identifiers whose description does not say where the value comes from: website_id, topic_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

set_prompts_status

38 / 100Rain

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 10 / 25
Return value: 8 / 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: website_id, prompt_ids, status.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Required identifiers whose description does not say where the value comes from: website_id, prompt_ids. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_group_saved_views

40 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 8 / 25
Return value: 8 / 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: group_id.param_no_description
Minor
Its description is nearly the same as get_saved_views's (similarity 0.45); only the names and schemas tell them apart. Say in this description when to use get_saved_views instead.confusable_pair
Minor
Required identifiers whose description does not say where the value comes from: group_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_prompt_tags

40 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 8 / 25
Return value: 8 / 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: website_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_topics

40 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 8 / 25
Return value: 8 / 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: website_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

rename_content

42 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 10 / 25
Return value: 8 / 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: website_id, content_id, title.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id, content_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_response_streaming_status

44 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 5 / 25
Return value: 15 / 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: website_id, workflow_id.param_no_description
Minor
String arguments with no constraint or example: workflow_id.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

delete_content

45 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 10 / 25
Return value: 8 / 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: website_id, content_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id, content_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_brand_facts

45 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 10 / 25
Return value: 8 / 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: website_id, pillar_id, status, source_type, unfiled, include_oracle, limit, offset.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_seo_rankings

45 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 10 / 25
Return value: 8 / 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: website_id, property_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

set_prompt_tags

45 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 10 / 25
Return value: 8 / 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: website_id, prompt_id, tag_ids.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id, prompt_id, tag_ids. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_pitch

47 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 8 / 25
Return value: 15 / 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: pitch_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: pitch_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_response_detail

47 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 8 / 25
Return value: 15 / 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: website_id, response_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id, response_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

check_public_ai_access

48 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 10 / 25
Return value: 8 / 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

get_groups

48 / 100Cloudy

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 20 / 25
Return value: 8 / 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_personas

48 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 8 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: website_id.param_no_description

get_prompt_schedules

48 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 8 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: website_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_credits_organization

49 / 100Cloudy

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 25 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 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

get_content_version

50 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 10 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: website_id, content_id, version_id.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Required identifiers whose description does not say where the value comes from: website_id, content_id, version_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_content_versions

50 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 10 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: website_id, content_id, limit, offset.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Required identifiers whose description does not say where the value comes from: website_id, content_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_pillars

50 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 10 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: website_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

add_brand_facts

51 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 9 / 25
Return value: 15 / 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: website_id, facts, facts[].text, facts[].source_url, facts[].pillar_id, decisions, decisions[].claim_id, decisions[].action, decisions[].text, save_submitted, match_token.param_no_description
Minor
String arguments with no constraint or example: decisions[].claim_id.loose_string_param
Minor
The meaning of the boolean argument save_submitted is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_user_by_email

52 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 8 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: email.param_no_description

open_ai_access

52 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 25 / 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
Minor
Says nothing about what it returns.no_return_info

restore_content_version

52 / 100Cloudy

Purpose: 17 / 20
When to use: 10 / 20
Arguments: 10 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: website_id, content_id, version_id.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Required identifiers whose description does not say where the value comes from: website_id, content_id, version_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

update_brand_fact

52 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 10 / 25
Return value: 15 / 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: website_id, fact_id, text, source_url, confidence.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id, fact_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_date_range

53 / 100Cloudy

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 13 / 25
Return value: 15 / 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
Major
Arguments without a description: website_id, prompt_status.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_prompt_discovery_runs

53 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 10 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Major
Arguments without a description: website_id, run_id, limit.param_no_description

create_topic

54 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 10 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: website_id, name, description.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_pillar_document

54 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 10 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: website_id, pillar_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id, pillar_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

search_brand_facts

54 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 10 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: website_id, query, pillar_id, top_k.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

approve_brief

55 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 10 / 25
Return value: 15 / 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: website_id, content_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id, content_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

merge_pillars

55 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 10 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: website_id, target_pillar_id, source_pillar_ids.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Required identifiers whose description does not say where the value comes from: website_id, target_pillar_id, source_pillar_ids. Name the tool or the place that returns it, or models look it up first.id_source_missing

update_pillar

55 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 10 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: website_id, pillar_id, name, description, status.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id, pillar_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

create_prompt_tag

57 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 10 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: website_id, tag.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_citation_rate_cumulative

57 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 20 / 25
Return value: 8 / 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
Its description is nearly the same as get_position_cumulative's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use get_position_cumulative instead.confusable_pair
Minor
Arguments without a description: website_id, filters.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_citation_rate_time_series

57 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 20 / 25
Return value: 8 / 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
Its description is nearly the same as get_mention_rate_time_series's (similarity 0.42); only the names and schemas tell them apart. Say in this description when to use get_mention_rate_time_series instead.confusable_pair
Minor
Arguments without a description: website_id, filters.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_position_cumulative

57 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 20 / 25
Return value: 8 / 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
Its description is nearly the same as get_citation_rate_cumulative's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use get_citation_rate_cumulative instead.confusable_pair
Minor
Arguments without a description: website_id, filters.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_position_distribution

57 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 20 / 25
Return value: 8 / 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
Arguments without a description: website_id, filters.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_position_time_series

57 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 20 / 25
Return value: 8 / 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
Arguments without a description: website_id, filters.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

list_outreach_contacts

57 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 19 / 25
Return value: 8 / 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
Minor
Arguments without a description: website_id, offset.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

create_pillar

58 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 10 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Major
Arguments without a description: website_id, name, description.param_no_description

get_content_hub_sheets

58 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 8 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Arguments without a description: website_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_responses

58 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 18 / 25
Return value: 8 / 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
Arguments without a description: website_id, filters, page_num, page_size.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

move_brand_facts

58 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 10 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Major
Arguments without a description: website_id, pillar_id, fact_ids.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Required identifiers whose description does not say where the value comes from: website_id, pillar_id, fact_ids. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_source_pages

59 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 16 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
Arguments without a description: website_id, filters, page_num, page_size, sort_field, sort_direction, search, mentioned, competitors_mentioned.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_sources

59 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 16 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
Arguments without a description: website_id, filters, page_num, page_size, sort_field, sort_direction, search, mentioned, competitors_mentioned.param_no_description

revise_brief

59 / 100Cloudy

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

Major
Arguments without a description: website_id, content_id, instruction.param_no_description

edit_content

60 / 100Cloudy

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 10 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: website_id, content_id, edits, edits[].find, edits[].replace, expected_version_number.param_no_description

get_mention_rate_cumulative

60 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 20 / 25
Return value: 8 / 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
Arguments without a description: website_id, filters.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_share_of_voice_cumulative

60 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 20 / 25
Return value: 8 / 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
Arguments without a description: website_id, filters.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_share_of_voice_time_series

60 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 20 / 25
Return value: 8 / 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
Arguments without a description: website_id, filters.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

publish_content

60 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 10 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Arguments without a description: website_id, content_id, url.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id, content_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_attributes

61 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 8 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Arguments without a description: website_id, positive.param_no_description
Minor
The meaning of the boolean argument positive is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_identifiers

61 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 18 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Minor
Arguments without a description: website_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_oracle_finding

62 / 100Cloudy

Purpose: 17 / 20
When to use: 10 / 20
Arguments: 8 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Arguments without a description: website_id, finding_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id, finding_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_content_status

63 / 100Cloudy

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 10 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Major
Arguments without a description: website_id, content_id.param_no_description

source_tags__get_sources

63 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 18 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Minor
Arguments without a description: website_id, offset, limit.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

list_pitches

64 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 25 / 25
Return value: 15 / 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

create_saved_view

65 / 100Cloudy

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 10 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Arguments without a description: website_id, name, icon, filters, olympus_layout, olympus_layout.version, olympus_layout.selectedViews, olympus_layout.viewOrder, olympus_layout.cardSettings.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

delete_brand_facts

65 / 100Cloudy

Purpose: 17 / 20
When to use: 20 / 20
Arguments: 10 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Major
Arguments without a description: website_id, fact_ids.param_no_description
Minor
Its description is nearly the same as delete_pillars's (similarity 0.68); only the names and schemas tell them apart. Say in this description when to use delete_pillars instead.confusable_pair
Minor
Required identifiers whose description does not say where the value comes from: website_id, fact_ids. Name the tool or the place that returns it, or models look it up first.id_source_missing

delete_pillars

65 / 100Cloudy

Purpose: 17 / 20
When to use: 20 / 20
Arguments: 10 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Major
Arguments without a description: website_id, pillar_ids.param_no_description
Minor
Its description is nearly the same as delete_brand_facts's (similarity 0.68); only the names and schemas tell them apart. Say in this description when to use delete_brand_facts instead.confusable_pair
Minor
Required identifiers whose description does not say where the value comes from: website_id, pillar_ids. Name the tool or the place that returns it, or models look it up first.id_source_missing

draft_outreach_message

65 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 20 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Minor
Arguments without a description: website_id.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_credit_usage

65 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 12 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Arguments without a description: website_id, range, window.start_at_utc, window.end_at_utc, offset, limit.param_no_description

get_mention_rate_time_series

65 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 20 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 10 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
Its description is nearly the same as get_citation_rate_time_series's (similarity 0.42); only the names and schemas tell them apart. Say in this description when to use get_citation_rate_time_series instead.confusable_pair
Minor
Arguments without a description: website_id, filters.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

list_api_keys

65 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 13 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Minor
Arguments without a description: page_num, page_size.param_no_description
Minor
No `required` list, so every argument is optional.no_required

move_content

65 / 100Cloudy

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 10 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Arguments without a description: website_id, content_ids, target_sheet_id.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

get_tracked_content

66 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 18 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Minor
Arguments without a description: website_id, filters, content_type, mentioned, page_num, page_size.param_no_description
Minor
The meaning of the boolean argument mentioned is unclear.vague_boolean

start_response_streaming

66 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 16 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: website_id, prompt_variations, use_personas, use_locations, only_locations.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
The meaning of the boolean argument use_personas is unclear.vague_boolean
Minor
The meaning of the boolean argument use_locations is unclear.vague_boolean
Minor
The meaning of the boolean argument only_locations is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_content_draft

67 / 100Cloudy

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

Major
Arguments without a description: website_id, content_id.param_no_description

get_shopping_metrics

67 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 22 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Minor
Arguments without a description: website_id, filters.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

list_content

67 / 100Cloudy

Purpose: 17 / 20
When to use: 15 / 20
Arguments: 8 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Arguments without a description: website_id, sheet_id, content_type, stage, prompt_id, page_num, page_size.param_no_description

create_content

68 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 13 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Arguments without a description: website_id, custom_instructions, brand_kit_id, sheet_id, use_content_memories, content_format_type, scrape_additional_links, kb_mode, selected_topic_ids, pinned_claim_ids, use_kb_internal_links, fact_review, fact_review.topic_ids, fact_review.kept_claim_ids, fact_review.excluded_claim_ids, rec_id, rec_kind, pdf_file_name_or_r2_key.param_no_description
Minor
The meaning of the boolean argument use_content_memories is unclear.vague_boolean
Minor
The meaning of the boolean argument scrape_additional_links is unclear.vague_boolean
Minor
The meaning of the boolean argument use_kb_internal_links is unclear.vague_boolean

source_tags__list

69 / 100Cloudy

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 19 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Minor
Arguments without a description: website_id, offset, pattern_offset.param_no_description

list_websites

70 / 100Clear

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 25 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

No issues.

track_content_urls

70 / 100Clear

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

Major
Arguments without a description: website_id, urls, urls[].url, urls[].title, urls[].fields, urls[].fields[].column, urls[].fields[].value, sheet_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_credit_usage_events

72 / 100Clear

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 14 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Arguments without a description: website_id, range, window.start_at_utc, window.end_at_utc, offset, limit.param_no_description

set_outreach_status

72 / 100Clear

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

Major
Arguments without a description: website_id, urls.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

source_tags__update

72 / 100Clear

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 12 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Major
Arguments without a description: website_id, tag_id, expected_revision, add_patterns, remove_patterns.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

add_content

73 / 100Clear

Purpose: 20 / 20
When to use: 20 / 20
Arguments: 10 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Arguments without a description: website_id, title, body, sheet_id.param_no_description

find_more_prompt_discovery

73 / 100Clear

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 18 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Minor
Arguments without a description: website_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id, run_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_content_detail

73 / 100Clear

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 8 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Arguments without a description: website_id, content_id.param_no_description

revise_content

74 / 100Clear

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

Major
Arguments without a description: website_id, content_id, instruction.param_no_description

update_identifiers

74 / 100Clear

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 21 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Minor
Arguments without a description: website_id.param_no_description

get_oracle_findings

75 / 100Clear

Purpose: 17 / 20
When to use: 20 / 20
Arguments: 8 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Arguments without a description: website_id, run_id, fact_id, lineage_id, response_id, prompt_id, source_url, type, kind, severity, status, limit.param_no_description
Minor
String arguments with no constraint or example: source_url, status.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

update_outreach_contact

76 / 100Clear

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 23 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Minor
Arguments without a description: website_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

source_tags__create

77 / 100Clear

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 19 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 10 / 10

Minor
Arguments without a description: website_id, patterns.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

source_tags__delete

77 / 100Clear

Purpose: 17 / 20
When to use: 15 / 20
Arguments: 20 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Minor
Arguments without a description: website_id.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

remove_competitors

78 / 100Clear

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 18 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Minor
Arguments without a description: website_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id, competitor_ids. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_competitor_attribute_metrics

80 / 100Clear

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 18 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 10 / 10

Minor
Its description is nearly the same as get_attribute_metrics's (similarity 0.47); only the names and schemas tell them apart. Say in this description when to use get_attribute_metrics instead.confusable_pair
Minor
Arguments without a description: website_id, filters, positive.param_no_description
Minor
The meaning of the boolean argument positive is unclear.vague_boolean

start_prompt_discovery

80 / 100Clear

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

Major
Arguments without a description: website_id, name, sources, prompt_count_range.min, prompt_count_range.max.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_attribute_time_series

81 / 100Clear

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 19 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 10 / 10

Minor
Arguments without a description: website_id, filters, attribute_id, positive.param_no_description
Minor
The meaning of the boolean argument positive is unclear.vague_boolean

find_outreach_author

83 / 100Clear

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 18 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 10 / 10

Minor
Arguments without a description: website_id.param_no_description

get_content_citation_prompts

83 / 100Clear

Purpose: 17 / 20
When to use: 15 / 20
Arguments: 19 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 10 / 10

Minor
Arguments without a description: website_id, content_id, filters, mentioned.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
The meaning of the boolean argument mentioned is unclear.vague_boolean

add_competitors

84 / 100Clear

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 19 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Minor
Arguments without a description: website_id, competitors, competitors[].name.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: website_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_attribute_observations

86 / 100Clear

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

Minor
Arguments without a description: website_id, filters.param_no_description

query_metrics

87 / 100Clear

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

Minor
Arguments without a description: orderBy[].dim, orderBy[].desc, orderBy[].measure, orderBy[].desc, compare.baseline, compare.current.param_no_description
Minor
String arguments with no constraint or example: orderBy[].dim, orderBy[].measure.loose_string_param
Minor
The meaning of the boolean argument orderBy[].desc is unclear.vague_boolean
Minor
The meaning of the boolean argument orderBy[].desc is unclear.vague_boolean

get_attribute_metrics

88 / 100Clear

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 18 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 10 / 10

Minor
Its description is nearly the same as get_competitor_attribute_metrics's (similarity 0.47); only the names and schemas tell them apart. Say in this description when to use get_competitor_attribute_metrics instead.confusable_pair
Minor
Arguments without a description: website_id, positive, filters.param_no_description
Minor
The meaning of the boolean argument positive is unclear.vague_boolean

query_rows

92 / 100Clear

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

Minor
Arguments without a description: orderBy[].dim, orderBy[].desc, orderBy[].measure, orderBy[].desc.param_no_description
Minor
String arguments with no constraint or example: orderBy[].dim, orderBy[].measure.loose_string_param
Minor
The meaning of the boolean argument orderBy[].desc is unclear.vague_boolean
Minor
The meaning of the boolean argument orderBy[].desc is unclear.vague_boolean

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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