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

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.hamadalmajdouie-rgb%2Fgf-agent-toll/versions/latest)
- Connected to: https://api.gfpick.com/mcp
- Repository: https://github.com/hamadalmajdouie-rgb/gfpick-agent-api
- Scoring rules: v2
- Tools: 21
- Average: 29.5 / 100 (Rain)
- Near-identical pairs: 1

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.

## Across the server

No server-wide issues.

## Tools

- `gf.gcc_product_decision`: 11 / 100
  - Major: The description only restates the name (9 words).
  - Major: Says nothing about when to use it, or when not to.
  - 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.
  - Minor: String arguments with no constraint or example: currency, paymentSignature, referralCode.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `gf.gcc_merchant_pack`: 15 / 100
  - Major: Says nothing about when to use it, or when not to.
  - 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.
  - Minor: String arguments with no constraint or example: products[].currency, paymentSignature, referralCode.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `gf.gcc_opportunity_score`: 15 / 100
  - Major: Says nothing about when to use it, or when not to.
  - 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.
  - Minor: String arguments with no constraint or example: currency, paymentSignature, referralCode.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `gf.free_profit_check`: 18 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: currency, landed_cost, expected_sale_price, total_fee_pct, ad_cost_per_order, fulfillment_cost, paymentSignature, referralCode.
  - Minor: String arguments with no constraint or example: currency, paymentSignature, referralCode.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `gf.gcc_portfolio_rank`: 18 / 100
  - Major: Says nothing about when to use it, or when not to.
  - 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.
  - Minor: String arguments with no constraint or example: products[].currency, paymentSignature, referralCode.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `gf.sa_landed_cost`: 18 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: currency, product_value, shipping, insurance, duty_rate_pct, vat_rate_pct, paymentSignature, referralCode.
  - Minor: String arguments with no constraint or example: currency, paymentSignature, referralCode.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `gf.x402_agent_growth`: 19 / 100
  - Major: Says nothing about when to use it, or when not to.
  - 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.
  - Minor: String arguments with no constraint or example: products[].currency, paymentSignature, referralCode.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `gf.x402_agent_scale`: 19 / 100
  - Major: Says nothing about when to use it, or when not to.
  - 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.
  - Minor: String arguments with no constraint or example: products[].currency, paymentSignature, referralCode.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `gf.x402_agent_pilot`: 22 / 100
  - Major: Says nothing about when to use it, or when not to.
  - 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.
  - Minor: String arguments with no constraint or example: products[].currency, paymentSignature, referralCode.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `gf.provider_health`: 31 / 100
  - Major: The description only restates the name (8 words).
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `gf.agent_budget`: 35 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `gf.agent_commerce_status`: 38 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `gf.list_services`: 38 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `gf.marketplace_fee_quote`: 38 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `gf.quote`: 38 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `gf.revenue_intelligence`: 38 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `gf.settlement_status`: 38 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `gf.universal_status`: 38 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `gf.execute`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `gf.search_capabilities`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `gf.payment_status`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.

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