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MangroveAI: tool descriptions scored io.github.MangroveTechnologies/mangroveai

tools/list taken
(UTC)
From
Official MCP Registry
Connected to
https://api.mangrovedeveloper.ai/mcp/
Homepage
mangrove.ai/agents/
Repository
github.com/MangroveTechnologies/mangrove-agent
Scoring rules
v2
Removal
support@forecall.dev
Score this URL as it is today

Scores, issues and names only

This page shows how MangroveAI (io.github.MangroveTechnologies/mangroveai)'s tool descriptions scored, the issues found and the names of its tools and parameters. The descriptions are the server's own: read them where the copy came from.

Forecall asked the URL this server lists in the official MCP Registry for its tools/list once, on the date above, without calling any tool. The server may have changed since.

servers/io.github.MangroveTechnologies/mangroveai
Average score
61.1 / 100Cloudy
Tools
85
Near-identical descriptions
21

Across the server

  • Major
    85 tools. Above 40, models choose less accurately.too_many_tools
  • Minor
    21 pairs with nearly the same description in all; the top 12 are shown.confusable_pair_total
  • 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

12 of 21 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
search_signalsvalidate_signal_params0.810.00
evaluate_signalvalidate_signal_params0.780.25
get_signalvalidate_signal_params0.710.25
evaluate_signalsearch_signals0.700.00
match_signalsvalidate_signal_params0.700.00
evaluate_multiple_signals_seriesevaluate_signal0.690.20
match_signalssearch_signals0.690.33
query_signal_behaviorvalidate_signal_params0.690.20
evaluate_multiple_signals_seriesvalidate_signal_params0.670.00
get_signalsearch_signals0.650.00
classify_market_segmentget_market_regime0.620.20
evaluate_signalget_signal0.620.33

Tools

get_playground_data

23 / 100Rain

Purpose
6 / 20
When to use
0 / 20
Arguments
3 / 25
Return value
7 / 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: dataset_key.param_no_description
  • Minor
    String arguments with no constraint or example: dataset_key.loose_string_param

evaluate_signal

35 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: market_data, parameters.param_no_description
  • Minor
    Its description is nearly the same as validate_signal_params's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use validate_signal_params instead.confusable_pair
  • Minor
    Its description is nearly the same as search_signals's (similarity 0.70); only the names and schemas tell them apart. Say in this description when to use search_signals instead.confusable_pair
  • Minor
    Its description is nearly the same as evaluate_multiple_signals_series's (similarity 0.69); only the names and schemas tell them apart. Say in this description when to use evaluate_multiple_signals_series instead.confusable_pair
  • Minor
    Its description is nearly the same as get_signal's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use get_signal instead.confusable_pair
  • Minor
    String arguments with no constraint or example: signal_name.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

list_positions

37 / 100Rain

Purpose
20 / 20
When to use
10 / 20
Arguments
0 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: asset, limit, open_only, strategy_id.param_no_description
  • Minor
    String arguments with no constraint or example: asset, strategy_id.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    The meaning of the boolean argument open_only is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info

get_trades_for_strategy

40 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
3 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: limit, strategy_id.param_no_description
  • Minor
    String arguments with no constraint or example: strategy_id.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: strategy_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

validate_signal_params

41 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
11 / 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
    Its description is nearly the same as search_signals's (similarity 0.81); only the names and schemas tell them apart. Say in this description when to use search_signals instead.confusable_pair
  • Minor
    Its description is nearly the same as evaluate_signal's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use evaluate_signal instead.confusable_pair
  • Minor
    Its description is nearly the same as get_signal's (similarity 0.71); only the names and schemas tell them apart. Say in this description when to use get_signal instead.confusable_pair
  • Minor
    Its description is nearly the same as match_signals's (similarity 0.70); only the names and schemas tell them apart. Say in this description when to use match_signals instead.confusable_pair
  • Minor
    Its description is nearly the same as query_signal_behavior's (similarity 0.69); only the names and schemas tell them apart. Say in this description when to use query_signal_behavior instead.confusable_pair
  • Minor
    Its description is nearly the same as evaluate_multiple_signals_series's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use evaluate_multiple_signals_series instead.confusable_pair
  • Minor
    Arguments without a description: parameters.param_no_description
  • Minor
    String arguments with no constraint or example: signal_name.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

evaluate_multiple_signals_series

43 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
16 / 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
    Its description is nearly the same as evaluate_signal's (similarity 0.69); only the names and schemas tell them apart. Say in this description when to use evaluate_signal instead.confusable_pair
  • Minor
    Its description is nearly the same as validate_signal_params's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use validate_signal_params instead.confusable_pair
  • 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

delete_strategy

45 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
3 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: strategy_id.param_no_description
  • Minor
    String arguments with no constraint or example: strategy_id.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: strategy_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

list_playground_datasets

45 / 100Cloudy

Purpose
6 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
7 / 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

list_signal_labels

46 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Says nothing about what it returns.no_return_info

create_sweep

47 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
15 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: signal_groups[].filters.categories, signal_groups[].filters.exclude, signal_groups[].filters.include, signal_groups[].triggers.categories, signal_groups[].triggers.exclude, signal_groups[].triggers.include.param_no_description
  • 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

list_run_filters

47 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: experiment_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_signal

48 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
18 / 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
    Its description is nearly the same as validate_signal_params's (similarity 0.71); only the names and schemas tell them apart. Say in this description when to use validate_signal_params instead.confusable_pair
  • Minor
    Its description is nearly the same as search_signals's (similarity 0.65); only the names and schemas tell them apart. Say in this description when to use search_signals instead.confusable_pair
  • Minor
    Its description is nearly the same as evaluate_signal's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use evaluate_signal instead.confusable_pair
  • Minor
    String arguments with no constraint or example: signal_name.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

evaluate_strategy

49 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
3 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Arguments without a description: strategy_id.param_no_description
  • Minor
    String arguments with no constraint or example: strategy_id.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: strategy_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

list_evaluations

49 / 100Cloudy

Purpose
17 / 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: limit, offset, strategy_id.param_no_description
  • Minor
    String arguments with no constraint or example: strategy_id.loose_string_param
  • 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: strategy_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_marketplace_strategy

50 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: strategy_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

list_signals

50 / 100Cloudy

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

search_signals

50 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
20 / 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
    Its description is nearly the same as validate_signal_params's (similarity 0.81); only the names and schemas tell them apart. Say in this description when to use validate_signal_params instead.confusable_pair
  • Minor
    Its description is nearly the same as evaluate_signal's (similarity 0.70); only the names and schemas tell them apart. Say in this description when to use evaluate_signal instead.confusable_pair
  • Minor
    Its description is nearly the same as match_signals's (similarity 0.69); only the names and schemas tell them apart. Say in this description when to use match_signals instead.confusable_pair
  • Minor
    Its description is nearly the same as get_signal's (similarity 0.65); only the names and schemas tell them apart. Say in this description when to use get_signal instead.confusable_pair
  • Minor
    String arguments with no constraint or example: category, query, regime_direction.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info

get_sweep

52 / 100Cloudy

Purpose
17 / 20
When to use
5 / 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
  • Minor
    Required identifiers whose description does not say where the value comes from: experiment_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_sweep_run

52 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: experiment_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

kb_get_signal_quick_reference

52 / 100Cloudy

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

match_signals

52 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
0 / 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
    Its description is nearly the same as validate_signal_params's (similarity 0.70); only the names and schemas tell them apart. Say in this description when to use validate_signal_params instead.confusable_pair
  • Minor
    Its description is nearly the same as search_signals's (similarity 0.69); only the names and schemas tell them apart. Say in this description when to use search_signals instead.confusable_pair
  • Minor
    String arguments with no constraint or example: regime_direction.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

discover_tools

53 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
22 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    No `required` list, so every argument is optional.no_required

get_strategy

53 / 100Cloudy

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

size_sweep

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
    Arguments without a description: signal_groups[].filters.categories, signal_groups[].filters.exclude, signal_groups[].filters.include, signal_groups[].triggers.categories, signal_groups[].triggers.exclude, signal_groups[].triggers.include.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

get_backtest_trades

55 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: backtest_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_influence_score

55 / 100Cloudy

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

query_signal_behavior

55 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
0 / 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
    Its description is nearly the same as validate_signal_params's (similarity 0.69); only the names and schemas tell them apart. Say in this description when to use validate_signal_params instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

get_execution_config_schema

57 / 100Cloudy

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

kb_get_document

57 / 100Cloudy

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

list_strategies

57 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
23 / 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

get_benchmark

60 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
7 / 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

get_smart_money_holdings

60 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
23 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info

get_smart_money_perp_trades

60 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
23 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info

get_social_mentions

60 / 100Cloudy

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

get_etf_flows

62 / 100Cloudy

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

get_perp_funding_rates

62 / 100Cloudy

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

get_smart_money_historical_holdings

62 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

get_stablecoin_metrics

62 / 100Cloudy

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

get_sweep_limits

62 / 100Cloudy

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

get_token_unlocks

62 / 100Cloudy

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

get_treasuries

62 / 100Cloudy

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

list_sweeps

62 / 100Cloudy

Purpose
17 / 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

get_token_dex_trades

63 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10

No issues.

list_sweep_markets

64 / 100Cloudy

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

No issues.

get_asset

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

get_backtest

65 / 100Cloudy

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

get_market_regime

65 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as classify_market_segment's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use classify_market_segment instead.confusable_pair

get_ohlcv

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

get_smart_money_netflows

65 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
23 / 25
Return value
0 / 15
Constraints and side effects
10 / 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

get_symbol_exchanges

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

get_token_holders

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

list_approved_assets

65 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10

No issues.

list_backtest_markets

65 / 100Cloudy

Purpose
20 / 20
When to use
15 / 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

update_strategy

66 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
19 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: strategy_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

find_sweep_runs

67 / 100Cloudy

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

No issues.

get_global_market

67 / 100Cloudy

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

get_market_data

67 / 100Cloudy

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

No issues.

get_smart_money_dex_trades

67 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10

No issues.

get_social_sentiment

67 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10

No issues.

get_trending

67 / 100Cloudy

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

kb_glossary_get

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

No issues.

list_backtests

67 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
0 / 10

No issues.

list_exchanges

67 / 100Cloudy

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

pause_sweep

67 / 100Cloudy

Purpose
20 / 20
When to use
15 / 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: experiment_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_token_flows

68 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10

No issues.

screen_candidates

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

verify_strategy

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

kb_list_documents

69 / 100Cloudy

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

launch_sweep

70 / 100Clear

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

list_trades

70 / 100Clear

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

get_chain_tvl

72 / 100Clear

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

No issues.

get_protocol_tvl

72 / 100Clear

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

No issues.

kb_search

72 / 100Clear

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

No issues.

load_skill

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.

screen_smart_money

72 / 100Clear

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

No issues.

build_strategy_for_regime

73 / 100Clear

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

get_lending_rates

74 / 100Clear

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

No issues.

get_smart_money_flows

75 / 100Clear

Purpose
17 / 20
When to use
15 / 20
Arguments
21 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10

No issues.

run_backtest

75 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    Required identifiers whose description does not say where the value comes from: strategy_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

save_strategy

78 / 100Clear

Purpose
17 / 20
When to use
20 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10

No issues.

get_onchain_series

79 / 100Clear

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

No issues.

get_smart_money_sentiment

79 / 100Clear

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

No issues.

search_marketplace

81 / 100Clear

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

No issues.

classify_market_segment

86 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Its description is nearly the same as get_market_regime's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use get_market_regime instead.confusable_pair

query_knowledge

86 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
19 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    The description is long (552 words). It helps selection but costs steps and tokens.too_long

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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