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GF Agent Toll: tool descriptions scored io.github.hamadalmajdouie-rgb/gf-agent-toll

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

Scores, issues and names only

This page shows how GF Agent Toll (io.github.hamadalmajdouie-rgb/gf-agent-toll)'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.hamadalmajdouie-rgb/gf-agent-toll
Average score
29.5 / 100Rain
Tools
21
Near-identical descriptions
1

Across the server

Tools whose descriptions are nearly the same

1 of 1 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
gf.x402_agent_growthgf.x402_agent_scale0.600.60

Tools

gf.gcc_product_decision

11 / 100Rain

Purpose
6 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
0 / 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: currency, product_value, shipping, insurance, duty_rate_pct, vat_rate_pct, expected_sale_price, marketplace_fee_pct, payment_fee_pct, ad_cost_per_order, fulfillment_cost, returns_reserve_pct, other_cost_per_order, competitor_count, delivery_days, paymentSignature, referralCode.param_no_description
  • Minor
    String arguments with no constraint or example: currency, paymentSignature, referralCode.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
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

gf.gcc_merchant_pack

15 / 100Rain

Purpose
10 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: products, products[].currency, products[].product_value, products[].shipping, products[].insurance, products[].duty_rate_pct, products[].vat_rate_pct, products[].expected_sale_price, products[].marketplace_fee_pct, products[].payment_fee_pct, products[].ad_cost_per_order, products[].fulfillment_cost, products[].returns_reserve_pct, products[].other_cost_per_order, products[].competitor_count, products[].delivery_days, working_capital, paymentSignature, referralCode.param_no_description
  • Minor
    String arguments with no constraint or example: products[].currency, paymentSignature, referralCode.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

gf.gcc_opportunity_score

15 / 100Rain

Purpose
10 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: currency, landed_cost, expected_sale_price, marketplace_fee_pct, payment_fee_pct, ad_cost_per_order, fulfillment_cost, returns_reserve_pct, other_cost_per_order, competitor_count, delivery_days, paymentSignature, referralCode.param_no_description
  • Minor
    String arguments with no constraint or example: currency, paymentSignature, referralCode.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
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

gf.free_profit_check

18 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: currency, landed_cost, expected_sale_price, total_fee_pct, ad_cost_per_order, fulfillment_cost, paymentSignature, referralCode.param_no_description
  • Minor
    String arguments with no constraint or example: currency, paymentSignature, referralCode.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
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

gf.gcc_portfolio_rank

18 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: products, products[].currency, products[].product_value, products[].shipping, products[].insurance, products[].duty_rate_pct, products[].vat_rate_pct, products[].expected_sale_price, products[].marketplace_fee_pct, products[].payment_fee_pct, products[].ad_cost_per_order, products[].fulfillment_cost, products[].returns_reserve_pct, products[].other_cost_per_order, products[].competitor_count, products[].delivery_days, paymentSignature, referralCode.param_no_description
  • Minor
    String arguments with no constraint or example: products[].currency, paymentSignature, referralCode.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
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

gf.sa_landed_cost

18 / 100Rain

Purpose
10 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: currency, product_value, shipping, insurance, duty_rate_pct, vat_rate_pct, paymentSignature, referralCode.param_no_description
  • Minor
    String arguments with no constraint or example: currency, paymentSignature, referralCode.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

gf.x402_agent_growth

19 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: products, products[].currency, products[].product_value, products[].shipping, products[].insurance, products[].duty_rate_pct, products[].vat_rate_pct, products[].expected_sale_price, products[].marketplace_fee_pct, products[].payment_fee_pct, products[].ad_cost_per_order, products[].fulfillment_cost, products[].returns_reserve_pct, products[].other_cost_per_order, products[].competitor_count, products[].delivery_days, working_capital, paymentSignature, referralCode.param_no_description
  • Minor
    Its description is nearly the same as gf.x402_agent_scale's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use gf.x402_agent_scale instead.confusable_pair
  • Minor
    String arguments with no constraint or example: products[].currency, paymentSignature, referralCode.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
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

gf.x402_agent_scale

19 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: products, products[].currency, products[].product_value, products[].shipping, products[].insurance, products[].duty_rate_pct, products[].vat_rate_pct, products[].expected_sale_price, products[].marketplace_fee_pct, products[].payment_fee_pct, products[].ad_cost_per_order, products[].fulfillment_cost, products[].returns_reserve_pct, products[].other_cost_per_order, products[].competitor_count, products[].delivery_days, working_capital, paymentSignature, referralCode.param_no_description
  • Minor
    Its description is nearly the same as gf.x402_agent_growth's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use gf.x402_agent_growth instead.confusable_pair
  • Minor
    String arguments with no constraint or example: products[].currency, paymentSignature, referralCode.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
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

gf.x402_agent_pilot

22 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: products, products[].currency, products[].product_value, products[].shipping, products[].insurance, products[].duty_rate_pct, products[].vat_rate_pct, products[].expected_sale_price, products[].marketplace_fee_pct, products[].payment_fee_pct, products[].ad_cost_per_order, products[].fulfillment_cost, products[].returns_reserve_pct, products[].other_cost_per_order, products[].competitor_count, products[].delivery_days, working_capital, paymentSignature, referralCode.param_no_description
  • Minor
    String arguments with no constraint or example: products[].currency, paymentSignature, referralCode.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

gf.provider_health

31 / 100Rain

Purpose
6 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
0 / 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
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

gf.agent_budget

35 / 100Rain

Purpose
10 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

gf.agent_commerce_status

38 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

gf.list_services

38 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

gf.marketplace_fee_quote

38 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

gf.quote

38 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

gf.revenue_intelligence

38 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

gf.settlement_status

38 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

gf.universal_status

38 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

gf.execute

42 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

gf.search_capabilities

42 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

gf.payment_status

49 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
7 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

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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