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com.webotee/amazon-product-research-mcp: tool descriptions scored

tools/list taken
(UTC)
From
Official MCP Registry
Connected to
https://app.webotee.com/mcp
Homepage
www.webotee.com/amazon-product-research-mcp
Repository
github.com/ncosic/webotee-mcp
Scoring rules
v2
Removal
support@forecall.dev
Score this URL as it is today

Scores, issues and names only

This page shows how com.webotee/amazon-product-research-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/com.webotee/amazon-product-research-mcp
Average score
58.1 / 100Cloudy
Tools
94
Near-identical descriptions
2

Across the server

  • Major
    94 tools. Above 40, models choose less accurately.too_many_tools
  • Minor
    The server's instructions are 2561 characters. Claude Code reads only the first 2,048 by default (Codex 0.154.0 reads them whole). Put what the server is for first.instructions_long

Tools whose descriptions are nearly the same

2 of 2 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
operator_xmarket_presencebrand_xmarket0.830.25
filter_operators_by_fba_sharefilter_brands_by_fba_share0.450.67

Tools

start_here

39 / 100Rain

Purpose
17 / 20
When to use
5 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Arguments without a description: model.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

asin_keywords

40 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
13 / 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
    Arguments without a description: placement, offset.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

filter_operators_by_fba_share

43 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
9 / 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: limit, seller_name_contains, min_brands_touched, max_brands_touched, min_asins_touched, max_asins_touched, min_observed_buybox_days, max_observed_buybox_days, min_sold_30d_revenue, max_sold_30d_revenue, min_avg_rating, max_avg_rating, min_avg_rating_count, max_avg_rating_count.param_no_description
  • Minor
    Its description is nearly the same as filter_brands_by_fba_share's (similarity 0.45); only the names and schemas tell them apart. Say in this description when to use filter_brands_by_fba_share instead.confusable_pair
  • Minor
    String arguments with no constraint or example: seller_name_contains.loose_string_param

filter_brands_by_fba_share

44 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
10 / 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: limit, brand_contains, min_control_score, max_control_score, min_winner_diversity, max_winner_diversity, min_unique_sellers_3m, max_unique_sellers_3m, min_asins_touched_3m, max_asins_touched_3m, min_amz_retail_dominance_pct, max_amz_retail_dominance_pct.param_no_description
  • Minor
    Its description is nearly the same as filter_operators_by_fba_share's (similarity 0.45); only the names and schemas tell them apart. Say in this description when to use filter_operators_by_fba_share instead.confusable_pair
  • Minor
    String arguments with no constraint or example: brand_contains.loose_string_param

xmkt_pricing_compare

45 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
4 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Arguments without a description: asin, brand, max_match_confidence, min_amazon_price, max_amazon_price, min_walmart_price, max_walmart_price, max_delta_pct_amz_vs_wmt, min_est_arbitrage_profit, max_est_arbitrage_profit, product_title_contains.param_no_description
  • Minor
    String arguments with no constraint or example: asin, brand, product_title_contains.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

category_top_growers

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: limit, brand_contains, min_recent_observations, max_recent_observations, min_prior_observations, max_prior_observations, min_obs_growth_pct, max_obs_growth_pct, min_recent_sellers, max_recent_sellers, min_prior_sellers, max_prior_sellers, min_seller_growth_pct, max_seller_growth_pct.param_no_description
  • Minor
    String arguments with no constraint or example: brand_contains.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • 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

find_deconcentrating_brands

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: limit, brand_contains, min_old_seller_count, max_old_seller_count, min_new_seller_count, max_new_seller_count, min_seller_growth_pct, max_seller_growth_pct, min_asin_count, max_asin_count, min_control_score, max_control_score.param_no_description
  • Minor
    String arguments with no constraint or example: brand_contains.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • 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

find_new_operators

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: limit, seller_name_contains, earliest_seen_to, min_total_asins, max_total_asins, min_total_observed_buybox_days, max_total_observed_buybox_days, min_operator_fba_share_pct, max_operator_fba_share_pct, min_avg_rating, max_avg_rating, min_avg_rating_count, max_avg_rating_count.param_no_description
  • Minor
    String arguments with no constraint or example: seller_name_contains, earliest_seen_to.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • 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

market_lists

46 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
17 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: kind, page.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

category_new_entrants

47 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Arguments without a description: limit, brand_contains, first_observed_to, min_seller_count, max_seller_count, min_asin_count, max_asin_count, min_buybox_days_3m, max_buybox_days_3m, min_avg_price, max_avg_price.param_no_description
  • Minor
    String arguments with no constraint or example: brand_contains, first_observed_to.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

operator_resells_what

47 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Major
    Arguments without a description: limit, max_sourcing_score, min_est_units_30d, max_est_units_30d, min_buybox_avg_price, max_buybox_avg_price, product_brand_contains, product_title_contains, min_price, max_price, min_fulfillment_amz_dom_pct, max_fulfillment_amz_dom_pct, min_fulfillment_fba_pen_pct, max_fulfillment_fba_pen_pct.param_no_description
  • Minor
    String arguments with no constraint or example: product_brand_contains, product_title_contains.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

playbook_schedule

47 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Arguments without a description: name, schedule.param_no_description
  • Minor
    String arguments with no constraint or example: name.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

brands_gaining_sellers

48 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
6 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Arguments without a description: category, limit, brand_contains, min_total_sellers_3m, max_total_sellers_3m, min_control_score, max_control_score, min_seller_churn_30d_pct, max_seller_churn_30d_pct, min_catalog_churn_30d_pct, max_catalog_churn_30d_pct.param_no_description
  • Minor
    String arguments with no constraint or example: category, brand_contains.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

brand_similar

49 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
7 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Arguments without a description: limit, max_seller_count, min_asin_count, max_asin_count, min_buybox_days_3m, max_buybox_days_3m, min_control_score, max_control_score, min_avg_price, max_avg_price.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

find_sourcing_opportunities

49 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 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

brand_new_asins

50 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
8 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Arguments without a description: limit, asin_contains, first_seen_to, last_seen_from, last_seen_to, min_seller_count, max_seller_count, min_latest_price, max_latest_price, latest_buybox_seller_contains, product_brand_contains, product_title_contains, min_price, max_price, min_fulfillment_amz_dom_pct, max_fulfillment_amz_dom_pct, min_fulfillment_fba_pen_pct, max_fulfillment_fba_pen_pct.param_no_description
  • Minor
    String arguments with no constraint or example: brand, asin, asin_contains, first_seen_to, last_seen_from, last_seen_to, latest_buybox_seller_contains, product_brand_contains, product_title_contains.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

top_expanding_operators

50 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
3 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Major
    Arguments without a description: limit, seller_name_contains, max_new_brands_in_window, min_total_brands, max_total_brands, min_total_asins, max_total_asins, min_total_observed_buybox_days, max_total_observed_buybox_days, min_operator_fba_share_pct, max_operator_fba_share_pct, min_avg_rating, max_avg_rating, min_avg_rating_count, max_avg_rating_count.param_no_description
  • Minor
    String arguments with no constraint or example: seller_name_contains.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • 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

watchlist_diff

50 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
8 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Arguments without a description: asin_contains, max_new_sellers, min_dropped_sellers, max_dropped_sellers, min_current_seller_count, max_current_seller_count, min_score_delta, max_score_delta, min_current_score, max_current_score, product_brand_contains, product_title_contains, min_price, max_price, min_fulfillment_amz_dom_pct, max_fulfillment_amz_dom_pct, min_fulfillment_fba_pen_pct, max_fulfillment_fba_pen_pct.param_no_description
  • Minor
    String arguments with no constraint or example: asin_contains, product_brand_contains, product_title_contains.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

competitive_landscape

51 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
2 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Arguments without a description: category_root_id, brand, seller_name_contains, min_total_observed_buybox_days, max_total_observed_buybox_days, min_brand_count, max_brand_count, min_winner_diversity, max_winner_diversity, min_control_score, max_control_score, min_amz_retail_dominance_pct, max_amz_retail_dominance_pct, min_unique_sellers_3m, max_unique_sellers_3m, min_catalog_churn_30d_pct, max_catalog_churn_30d_pct, min_bought_past_month_total, max_bought_past_month_total, min_seller_churn_30d_pct, max_seller_churn_30d_pct, min_seller_churn_30d_delta_vs_cat_pp, max_seller_churn_30d_delta_vs_cat_pp, min_brand_velocity_90d_units_day, max_brand_velocity_90d_units_day, min_pct_asins_gated_to_3p, max_pct_asins_gated_to_3p.param_no_description
  • Minor
    String arguments with no constraint or example: brand, seller_name_contains.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

find_single_seller_brands

51 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
9 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: limit, brand_contains, dominant_seller_contains, min_control_score, max_control_score.param_no_description
  • Minor
    String arguments with no constraint or example: brand_contains, dominant_seller_contains.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • 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

risk_assessment

51 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
5 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Major
    Arguments without a description: asin, brand, min_count, max_count, buybox_seller_contains, min_listed_price, max_listed_price, event_date_to, product_brand_contains, product_title_contains, min_price, max_price, min_fulfillment_amz_dom_pct, max_fulfillment_amz_dom_pct, min_fulfillment_fba_pen_pct, max_fulfillment_fba_pen_pct.param_no_description
  • Minor
    String arguments with no constraint or example: asin, brand, buybox_seller_contains, event_date_from, event_date_to, product_brand_contains, product_title_contains.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

watchlist_list

51 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
9 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: max_item_count, updated_at_to.param_no_description
  • Minor
    String arguments with no constraint or example: updated_at_to.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • 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

buybox_loss_alert

52 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
7 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Major
    Arguments without a description: limit, asin_contains, buybox_holder_contains, min_observed_buybox_days, max_observed_buybox_days, min_est_units_30d, max_est_units_30d, min_buybox_price, max_buybox_price, min_est_revenue_at_stake_30d, max_est_revenue_at_stake_30d, product_brand_contains, product_title_contains, min_price, max_price, min_fulfillment_amz_dom_pct, max_fulfillment_amz_dom_pct, min_fulfillment_fba_pen_pct, max_fulfillment_fba_pen_pct.param_no_description
  • Minor
    String arguments with no constraint or example: asin, asin_contains, buybox_holder_contains, product_brand_contains, product_title_contains.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

playbook_run_now

52 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
3 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Arguments without a description: name.param_no_description
  • Minor
    String arguments with no constraint or example: name.loose_string_param

top_velocity_brands

52 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
7 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Major
    Arguments without a description: brand_contains, min_sold_30d_revenue, max_sold_30d_revenue, min_seller_churn_30d_pct, max_seller_churn_30d_pct, min_seller_churn_30d_delta_vs_cat_pp, max_seller_churn_30d_delta_vs_cat_pp, min_control_score, max_control_score, min_winner_diversity, max_winner_diversity, min_pct_asins_gated_to_3p, max_pct_asins_gated_to_3p.param_no_description
  • Minor
    String arguments with no constraint or example: brand_contains.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

watchlist_remove

52 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
10 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Arguments without a description: list_type, name.param_no_description
  • Minor
    String arguments with no constraint or example: name.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

categories_amazon_retreating

53 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
4 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Arguments without a description: category_name_contains, min_amazon_expansion_net_90d, max_amazon_expansion_net_90d, min_brand_count, max_brand_count, min_asin_count, max_asin_count, min_pct_amazon_pl, max_pct_amazon_pl, min_amz_retail_dominance_pct, max_amz_retail_dominance_pct.param_no_description
  • Minor
    String arguments with no constraint or example: category_name_contains.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

operator_lost_brands

53 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
11 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: limit, brand_contains, last_seen_week_to, first_seen_from, first_seen_to.param_no_description
  • Minor
    String arguments with no constraint or example: operator_name, brand, brand_contains, last_seen_week_to, first_seen_from, first_seen_to.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

operator_new_on_brand

53 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
9 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Major
    Arguments without a description: limit, operator_contains, first_observed_to, min_n_asins_on_brand, max_n_asins_on_brand, min_total_days_seen, max_total_days_seen, min_observed_buybox_days, max_observed_buybox_days.param_no_description
  • Minor
    String arguments with no constraint or example: operator_contains, first_observed_to.loose_string_param

watchlist_add_rule

53 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
4 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Arguments without a description: limit, max_composite_score, min_buybox_avg_price, max_buybox_avg_price, min_observed_buybox_days, max_observed_buybox_days, asin_contains, product_title_contains, min_price, max_price, min_fulfillment_amz_dom_pct, max_fulfillment_amz_dom_pct, min_fulfillment_fba_pen_pct, max_fulfillment_fba_pen_pct.param_no_description
  • Minor
    String arguments with no constraint or example: asin_contains, product_title_contains.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

watchlist_delta

53 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
4 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Arguments without a description: limit, max_current_score, min_previous_score, max_previous_score, min_score_delta, max_score_delta, asin_contains, product_brand_contains, product_title_contains, min_price, max_price, min_fulfillment_amz_dom_pct, max_fulfillment_amz_dom_pct, min_fulfillment_fba_pen_pct, max_fulfillment_fba_pen_pct.param_no_description
  • Minor
    String arguments with no constraint or example: asin, asin_contains, product_brand_contains, product_title_contains.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

find_product_across_web

54 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: source_contains, max_price, min_spread_vs_buybox, max_spread_vs_buybox, min_dropship_net_margin, max_dropship_net_margin.param_no_description
  • Minor
    String arguments with no constraint or example: upc, gtin, brand, source_contains.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

live_offers

54 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
15 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    No `required` list, so every argument is optional.no_required
  • 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

operator_new_brands

54 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
12 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: limit, brand_contains, first_seen_to.param_no_description
  • Minor
    String arguments with no constraint or example: operator_name, brand, brand_contains, first_seen_to.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

playbook_list

54 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
12 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: last_run_at_to.param_no_description
  • Minor
    String arguments with no constraint or example: last_run_at_to.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • 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

product_dossier

54 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
15 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

web_search

54 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    String arguments with no constraint or example: query.loose_string_param

asin_comparables

55 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
8 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Major
    Arguments without a description: limit, max_seller_count, min_days_observed, max_days_observed, buybox_seller_contains, product_brand_contains, product_title_contains, min_price, max_price, min_fulfillment_amz_dom_pct, max_fulfillment_amz_dom_pct, min_fulfillment_fba_pen_pct, max_fulfillment_fba_pen_pct.param_no_description
  • Minor
    String arguments with no constraint or example: buybox_seller_contains, product_brand_contains, product_title_contains.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

brand_xmarket

55 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
6 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Arguments without a description: min_seller_count, max_seller_count, min_asin_count, max_asin_count, min_observed_buybox_days, max_observed_buybox_days, min_control_score, max_control_score.param_no_description
  • Minor
    Its description is nearly the same as operator_xmarket_presence's (similarity 0.83); only the names and schemas tell them apart. Say in this description when to use operator_xmarket_presence instead.confusable_pair
  • Minor
    String arguments with no constraint or example: brand.loose_string_param

find_undercompeted_brands

55 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
8 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: limit, brand_contains, min_asin_count, max_asin_count, min_control_score, max_control_score, min_velocity_90d, max_velocity_90d.param_no_description
  • Minor
    String arguments with no constraint or example: brand_contains.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

operator_concentration

55 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
6 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Major
    Arguments without a description: limit, max_hhi, operator_contains, min_share_pct, max_share_pct, min_listings_controlled, max_listings_controlled.param_no_description
  • Minor
    String arguments with no constraint or example: operator_contains.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

top_sourcing_picks

55 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Major
    Arguments without a description: max_retail_price, min_retail_price, category, brand, exclude_amazon_pl, exclude_gated, asin_contains, min_composite_score, max_composite_score, min_gating_risk_score, max_gating_risk_score, min_margin_signal, max_margin_signal, min_sold_30d_revenue, max_sold_30d_revenue, min_rating, max_rating, min_number_of_ratings, max_number_of_ratings, min_fulfillment_amz_dom_pct, max_fulfillment_amz_dom_pct, min_fulfillment_fba_pen_pct, max_fulfillment_fba_pen_pct.param_no_description
  • Minor
    String arguments with no constraint or example: category, brand, asin, asin_contains.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    The meaning of the boolean argument exclude_amazon_pl is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument exclude_gated is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info

map_violations_today

56 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
6 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Major
    Arguments without a description: limit, product_title_contains, retailer_domain_contains, retailer_name_contains, min_observed_price_usd, max_observed_price_usd, min_map_floor_usd, max_map_floor_usd, first_seen_to, last_seen_from, last_seen_to.param_no_description
  • Minor
    String arguments with no constraint or example: product_title_contains, retailer_domain_contains, retailer_name_contains, first_seen_from, first_seen_to, last_seen_from, last_seen_to.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • 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

operator_category_dominance

56 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
7 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Arguments without a description: limit, category_name_contains, min_brand_count, max_brand_count, min_total_asins, max_total_asins, min_total_observed_buybox_days, max_total_observed_buybox_days.param_no_description
  • Minor
    String arguments with no constraint or example: operator_name, category_name_contains.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

alibaba_supplier_search

57 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10

No issues.

brands_in_operator_network

57 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
8 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Arguments without a description: limit, max_shared_operators, min_observed_buybox_days, max_observed_buybox_days, min_seller_count, max_seller_count, min_control_score, max_control_score.param_no_description

evaluate_brand

57 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
6 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Major
    Arguments without a description: asin_contains, min_composite_score, max_composite_score, min_velocity, max_velocity, min_gating, max_gating, min_margin, max_margin, min_rating, max_rating, min_number_of_ratings, max_number_of_ratings, product_brand_contains, product_title_contains, min_price, max_price, min_fulfillment_amz_dom_pct, max_fulfillment_amz_dom_pct, min_fulfillment_fba_pen_pct, max_fulfillment_fba_pen_pct.param_no_description
  • Minor
    String arguments with no constraint or example: brand, asin_contains, product_brand_contains, product_title_contains.loose_string_param

keyword_demand

57 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    Says nothing about what it returns.no_return_info

operator_top_asins

57 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
8 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Arguments without a description: max_buybox_share_pct, min_observed_buybox_days, max_observed_buybox_days, min_days_seen, max_days_seen, min_est_units_30d, max_est_units_30d, min_est_revenue_30d, max_est_revenue_30d, min_buybox_avg_price, max_buybox_avg_price, asin_contains, first_seen_to, last_seen_from, last_seen_to, product_brand_contains, product_title_contains, min_price, max_price, min_fulfillment_amz_dom_pct, max_fulfillment_amz_dom_pct, min_fulfillment_fba_pen_pct, max_fulfillment_fba_pen_pct.param_no_description
  • Minor
    String arguments with no constraint or example: operator_name, asin, asin_contains, first_seen_from, first_seen_to, last_seen_from, last_seen_to, product_brand_contains, product_title_contains.loose_string_param

category_metrics

59 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
15 / 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
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

find_brands_with_high_seller_churn

59 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
10 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: brand_contains, min_seller_churn_30d_pct, max_seller_churn_30d_pct, min_brand_velocity_90d_units_day, max_brand_velocity_90d_units_day.param_no_description
  • Minor
    String arguments with no constraint or example: brand_contains.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

my_competitors

60 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Says nothing about what it returns.no_return_info

operator_brands_by_competition

60 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
9 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Major
    Arguments without a description: limit, brand_contains, min_competitor_count, max_competitor_count, min_asin_count, max_asin_count, min_observed_buybox_days_3m, max_observed_buybox_days_3m, min_operator_fba_share_pct, max_operator_fba_share_pct.param_no_description
  • Minor
    String arguments with no constraint or example: brand, brand_contains.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

operator_classifier

60 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    String arguments with no constraint or example: operator_name.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

asin_buybox_history

61 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
7 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Major
    Arguments without a description: seller_name_contains, max_observed_buybox_days, min_days_seen, max_days_seen, min_buybox_avg_price, max_buybox_avg_price, first_seen_to, last_seen_from, last_seen_to, min_seller_count, max_seller_count, product_brand_contains, product_title_contains, min_price, max_price, min_fulfillment_amz_dom_pct, max_fulfillment_amz_dom_pct, min_fulfillment_fba_pen_pct, max_fulfillment_fba_pen_pct.param_no_description
  • Minor
    String arguments with no constraint or example: seller_name_contains, first_seen_from, first_seen_to, last_seen_from, last_seen_to, product_brand_contains, product_title_contains.loose_string_param

evaluate_category_for_private_label

61 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
15 / 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
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

live_bestsellers

61 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
15 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

amazon_search_results

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

brand_under_attack

62 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    String arguments with no constraint or example: brand.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

gating_repricing_advice

62 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
11 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: asin.param_no_description
  • Minor
    String arguments with no constraint or example: asin.loose_string_param

list_tracked

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
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

webotee_job_status

62 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Required identifiers whose description does not say where the value comes from: job_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

authorized_seller_list

63 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    String arguments with no constraint or example: brand.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

brand_buybox_trajectory

63 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
9 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Major
    Arguments without a description: min_seller_count_change_pct, max_seller_count_change_pct, week_start_to, max_seller_count, min_observed_buybox_days, max_observed_buybox_days, min_asins_touched, max_asins_touched, min_observations, max_observations.param_no_description
  • Minor
    String arguments with no constraint or example: brand, week_start_to.loose_string_param

set_cost_floor

63 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    String arguments with no constraint or example: asin.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

unauthorized_sellers

63 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
8 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Major
    Arguments without a description: limit, seller_name_contains, min_observed_buybox_days, max_observed_buybox_days, min_asins_touched, max_asins_touched, min_avg_price, max_avg_price, first_seen_to, last_seen_from, last_seen_to.param_no_description
  • Minor
    String arguments with no constraint or example: brand, seller_name_contains, first_seen_from, first_seen_to, last_seen_from, last_seen_to.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

keyword_rankings

64 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10

No issues.

lookup_product_by_barcode

64 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10

No issues.

my_products

64 / 100Cloudy

Purpose
17 / 20
When to use
15 / 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

keyword_cross_marketplace

65 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    Says nothing about what it returns.no_return_info

my_store

65 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
23 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Says nothing about what it returns.no_return_info

product_page_content

65 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    Says nothing about what it returns.no_return_info

operator_compare

66 / 100Cloudy

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

No issues.

seller_profile

66 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
15 / 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

asin_bsr_history

67 / 100Cloudy

Purpose
17 / 20
When to use
20 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Says nothing about what it returns.no_return_info

my_opportunities

67 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
23 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Says nothing about what it returns.no_return_info

operator_top_brands

67 / 100Cloudy

Purpose
20 / 20
When to use
20 / 20
Arguments
8 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Arguments without a description: limit, brand_contains, min_asin_count, max_asin_count, min_observed_buybox_days, max_observed_buybox_days, min_est_units_30d, max_est_units_30d, min_est_revenue_30d, max_est_revenue_30d.param_no_description
  • Minor
    String arguments with no constraint or example: operator_name, brand, brand_contains.loose_string_param

operator_xmarket_presence

67 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Its description is nearly the same as brand_xmarket's (similarity 0.83); only the names and schemas tell them apart. Say in this description when to use brand_xmarket instead.confusable_pair
  • Minor
    String arguments with no constraint or example: operator_name.loose_string_param

watchlist_add

67 / 100Cloudy

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

webotee_account

67 / 100Cloudy

Purpose
17 / 20
When to use
10 / 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

authorized_seller_set

68 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    Says nothing about what it returns.no_return_info

playbook_create

68 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
21 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    Says nothing about what it returns.no_return_info

search_products

68 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
6 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Major
    Arguments without a description: product_brand_contains, min_price, max_price, min_fulfillment_amz_dom_pct, max_fulfillment_amz_dom_pct, min_fulfillment_fba_pen_pct, max_fulfillment_fba_pen_pct, min_demand_units_30d, max_demand_units_30d, min_demand_revenue_30d, max_demand_revenue_30d, min_rating, max_rating, min_rating_count, max_rating_count.param_no_description
  • Minor
    String arguments with no constraint or example: product_brand_contains.loose_string_param

watchlist_stats

68 / 100Cloudy

Purpose
20 / 20
When to use
20 / 20
Arguments
9 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: limit, max_composite_score, max_seller_count, max_buybox_share_pct, max_amz_dominance_pct, max_fba_penetration_pct, min_price, max_price, product_brand_contains, asin_contains.param_no_description
  • Minor
    String arguments with no constraint or example: product_brand_contains, asin, asin_contains.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

watchlist_webwide

68 / 100Cloudy

Purpose
20 / 20
When to use
20 / 20
Arguments
9 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: limit, max_web_source_count, max_web_violation_count, min_cheapest_web_price, max_cheapest_web_price, asin_contains, product_brand_contains.param_no_description
  • Minor
    String arguments with no constraint or example: asin, asin_contains, product_brand_contains.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

bulk_product_lookup

69 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10

No issues.

evaluate_asin_sourcing

69 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10

No issues.

find_underserved_niches

70 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
6 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Major
    Arguments without a description: limit, niche_contains, min_monthly_demand_usd, max_monthly_demand_usd, min_amazon_retail_share_pct, max_amazon_retail_share_pct, min_competing_brands, max_competing_brands, min_seller_diversity, max_seller_diversity, min_avg_product_rating, max_avg_product_rating.param_no_description
  • Minor
    String arguments with no constraint or example: niche_contains.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

operator_buybox_losses

70 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    String arguments with no constraint or example: operator_name.loose_string_param

track_product

71 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
19 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: action.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

asin_profit_calc

72 / 100Clear

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

No issues.

collect_asin_now

72 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10

No issues.

category_undercompeted_brands

75 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
8 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: limit, brand_contains, min_asin_count, max_asin_count, min_control_score, max_control_score, min_velocity_90d, max_velocity_90d.param_no_description
  • Minor
    String arguments with no constraint or example: brand_contains.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

shopping_search

81 / 100Clear

Purpose
17 / 20
When to use
20 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

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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