MCP MeasureMCP Measure

index observed

GF Agent Toll

Universal agent commerce gateway with 18 MCP tools, A2A, x402, UCP, revenue and provider health.

Should I use this

Quality & Safety

B
Description quality
77%
Schema completeness
51%
Naming quality
50%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (30)

  • LOWTool 'gf.execute' description lacks action verbin gf.execute
  • LOWTool 'gf.agent_commerce_status' description lacks action verbin gf.agent_commerce_status
  • LOWTool 'gf.gcc_opportunity_score' description lacks action verbin gf.gcc_opportunity_score
  • LOWTool 'gf.gcc_product_decision' description lacks action verbin gf.gcc_product_decision
  • LOWTool 'gf.gcc_portfolio_rank' description lacks action verbin gf.gcc_portfolio_rank
  • LOWTool 'gf.gcc_merchant_pack' description lacks action verbin gf.gcc_merchant_pack
  • LOWTool 'gf.x402_agent_pilot' description lacks action verbin gf.x402_agent_pilot
  • LOWTool 'gf.x402_agent_growth' description lacks action verbin gf.x402_agent_growth
  • LOWTool 'gf.x402_agent_scale' description lacks action verbin gf.x402_agent_scale
  • LOWTool 'gf.list_services' doesn't follow camelCase/snake_casein gf.list_services

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~2,972Tokens (tool definitions)
~1.3 KBTypical response size
Significant attention impact (2.32% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "gf-agent-toll": {
      "url": "https://gfpick-agent-api.vercel.app/mcp"
    }
  }
}

Remote endpoints

https://gfpick-agent-api.vercel.app/mcpstreamable-http

What it can do

Tool inventory

Tools (21)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢gf.list_services

List GF Agent Toll services, prices, schemas and discovery endpoints.

Input Schema

{
  "type": "object",
  "properties": {},
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
⚪gf.quote

Choose the highest-value GF commerce outcome within the caller budget.

Input Schema

{
  "type": "object",
  "properties": {},
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": {}
}
🟢gf.payment_status

Read durable payment state or a recovered result without resending a signed payment.

Input Schema

{
  "type": "object",
  "properties": {},
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": {}
}
🟢gf.universal_status

Describe the universal intent-first commerce gateway and safety boundaries.

Input Schema

{
  "type": "object",
  "properties": {},
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
⚪gf.search_capabilities

Rank verified commerce capabilities by intent, budget, region, protocol and payment method.

Input Schema

{
  "type": "object",
  "properties": {},
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": {}
}
⚪gf.execute

Route an intent through GF Universal Commerce without giving GF wallet custody.

Input Schema

{
  "type": "object",
  "properties": {},
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": {}
}
🟢gf.agent_commerce_status

Describe agent spend controls, reputation and marketplace economics.

Input Schema

{
  "type": "object",
  "properties": {},
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
⚪gf.agent_budget

Evaluate per-call, daily, monthly and approval limits before payment signing.

Input Schema

{
  "type": "object",
  "properties": {},
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": {}
}
🟢gf.marketplace_fee_quote

Calculate marketplace take rate and provider net without moving funds.

Input Schema

{
  "type": "object",
  "properties": {},
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": {}
}
🟢gf.revenue_intelligence

Read aggregate discovery, payment, confirmed revenue and repeat-buyer metrics.

Input Schema

{
  "type": "object",
  "properties": {},
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": {}
}
🟢gf.provider_health

Read verified provider health, circuit-breaker and latency state.

Input Schema

{
  "type": "object",
  "properties": {},
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": {}
}
🟢gf.settlement_status

Describe settlement adapters or inspect one universal order without initiating payment.

Input Schema

{
  "type": "object",
  "properties": {},
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": {}
}
🟢gf.free_profit_check(currency, landed_cost, expected_sale_price, total_fee_pct, ad_cost_per_order, ...)

Free preliminary GCC product profit and margin estimate. Price: free.

Input Schema

{
  "type": "object",
  "properties": {
    "currency": {
      "type": "string"
    },
    "landed_cost": {
      "type": "number",
      "minimum": 0.01,
      "maximum": 1000000000000
    },
    "expected_sale_price": {
      "type": "number",
      "minimum": 0.01,
      "maximum": 1000000000000
    },
    "total_fee_pct": {
      "type": "number"
    },
    "ad_cost_per_order": {
      "type": "number"
    },
    "fulfillment_cost": {
      "type": "number"
    },
    "paymentSignature": {
      "type": "string"
    },
    "referralCode": {
      "type": "string"
    }
  },
  "required": [
    "landed_cost",
    "expected_sale_price"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
⚪gf.sa_landed_cost(currency, product_value, shipping, insurance, duty_rate_pct, ...)

Saudi import landed-cost calculation. Price: 0.25 USDC via x402.

Input Schema

{
  "type": "object",
  "properties": {
    "currency": {
      "type": "string"
    },
    "product_value": {
      "type": "number",
      "minimum": 0.01,
      "maximum": 1000000000000
    },
    "shipping": {
      "type": "number"
    },
    "insurance": {
      "type": "number"
    },
    "duty_rate_pct": {
      "type": "number"
    },
    "vat_rate_pct": {
      "type": "number"
    },
    "paymentSignature": {
      "type": "string"
    },
    "referralCode": {
      "type": "string"
    }
  },
  "required": [
    "product_value"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
⚪gf.gcc_opportunity_score(currency, landed_cost, expected_sale_price, marketplace_fee_pct, payment_fee_pct, ...)

Unit economics, ROI and GCC opportunity score. Price: 0.75 USDC via x402.

Input Schema

{
  "type": "object",
  "properties": {
    "currency": {
      "type": "string"
    },
    "landed_cost": {
      "type": "number",
      "minimum": 0.01,
      "maximum": 1000000000000
    },
    "expected_sale_price": {
      "type": "number",
      "minimum": 0.01,
      "maximum": 1000000000000
    },
    "marketplace_fee_pct": {
      "type": "number"
    },
    "payment_fee_pct": {
      "type": "number"
    },
    "ad_cost_per_order": {
      "type": "number"
    },
    "fulfillment_cost": {
      "type": "number"
    },
    "returns_reserve_pct": {
      "type": "number"
    },
    "other_cost_per_order": {
      "type": "number"
    },
    "competitor_count": {
      "type": "number"
    },
    "delivery_days": {
      "type": "number"
    },
    "paymentSignature": {
      "type": "string"
    },
    "referralCode": {
      "type": "string"
    }
  },
  "required": [
    "landed_cost",
    "expected_sale_price"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
⚪gf.gcc_product_decision(currency, product_value, shipping, insurance, duty_rate_pct, ...)

Premium end-to-end GCC product decision. Price: 2.50 USDC via x402.

Input Schema

{
  "type": "object",
  "properties": {
    "currency": {
      "type": "string"
    },
    "product_value": {
      "type": "number",
      "minimum": 0.01,
      "maximum": 1000000000000
    },
    "shipping": {
      "type": "number"
    },
    "insurance": {
      "type": "number"
    },
    "duty_rate_pct": {
      "type": "number"
    },
    "vat_rate_pct": {
      "type": "number"
    },
    "expected_sale_price": {
      "type": "number",
      "minimum": 0.01,
      "maximum": 1000000000000
    },
    "marketplace_fee_pct": {
      "type": "number"
    },
    "payment_fee_pct": {
      "type": "number"
    },
    "ad_cost_per_order": {
      "type": "number"
    },
    "fulfillment_cost": {
      "type": "number"
    },
    "returns_reserve_pct": {
      "type": "number"
    },
    "other_cost_per_order": {
      "type": "number"
    },
    "competitor_count": {
      "type": "number"
    },
    "delivery_days": {
      "type": "number"
    },
    "paymentSignature": {
      "type": "string"
    },
    "referralCode": {
      "type": "string"
    }
  },
  "required": [
    "product_value",
    "expected_sale_price"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
⚪gf.gcc_portfolio_rank(products, paymentSignature, referralCode)

Rank 2-12 product scenarios by economics and risk. Price: 5.00 USDC via x402.

Input Schema

{
  "type": "object",
  "properties": {
    "products": {
      "minItems": 2,
      "maxItems": 12,
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "currency": {
            "type": "string"
          },
          "product_value": {
            "type": "number",
            "minimum": 0.01,
            "maximum": 1000000000000
          },
          "shipping": {
            "type": "number"
          },
          "insurance": {
            "type": "number"
          },
          "duty_rate_pct": {
            "type": "number"
          },
          "vat_rate_pct": {
            "type": "number"
          },
          "expected_sale_price": {
            "type": "number",
            "minimum": 0.01,
            "maximum": 1000000000000
          },
          "marketplace_fee_pct": {
            "type": "number"
          },
          "payment_fee_pct": {
            "type": "number"
          },
          "ad_cost_per_order": {
            "type": "number"
          },
          "fulfillment_cost": {
            "type": "number"
          },
          "returns_reserve_pct": {
            "type": "number"
          },
          "other_cost_per_order": {
            "type": "number"
          },
          "competitor_count": {
            "type": "number"
          },
          "delivery_days": {
            "type": "number"
          }
        },
        "required": [
          "product_value",
          "expected_sale_price"
        ],
        "additionalProperties": false
      }
    },
    "paymentSignature": {
      "type": "string"
    },
    "referralCode": {
      "type": "string"
    }
  },
  "required": [
    "products"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
⚪gf.gcc_merchant_pack(products, working_capital, paymentSignature, referralCode)

Merchant portfolio plan for 3-25 products. Price: 12.00 USDC via x402.

Input Schema

{
  "type": "object",
  "properties": {
    "products": {
      "minItems": 3,
      "maxItems": 25,
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "currency": {
            "type": "string"
          },
          "product_value": {
            "type": "number",
            "minimum": 0.01,
            "maximum": 1000000000000
          },
          "shipping": {
            "type": "number"
          },
          "insurance": {
            "type": "number"
          },
          "duty_rate_pct": {
            "type": "number"
          },
          "vat_rate_pct": {
            "type": "number"
          },
          "expected_sale_price": {
            "type": "number",
            "minimum": 0.01,
            "maximum": 1000000000000
          },
          "marketplace_fee_pct": {
            "type": "number"
          },
          "payment_fee_pct": {
            "type": "number"
          },
          "ad_cost_per_order": {
            "type": "number"
          },
          "fulfillment_cost": {
            "type": "number"
          },
          "returns_reserve_pct": {
            "type": "number"
          },
          "other_cost_per_order": {
            "type": "number"
          },
          "competitor_count": {
            "type": "number"
          },
          "delivery_days": {
            "type": "number"
          }
        },
        "required": [
          "product_value",
          "expected_sale_price"
        ],
        "additionalProperties": false
      }
    },
    "working_capital": {
      "type": "number",
      "minimum": 1,
      "maximum": 1000000000000
    },
    "paymentSignature": {
      "type": "string"
    },
    "referralCode": {
      "type": "string"
    }
  },
  "required": [
    "products",
    "working_capital"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
⚪gf.x402_agent_pilot(products, working_capital, paymentSignature, referralCode)

Paid agent pilot bundle for up to 10 product scenarios with landed cost, unit economics, decisions, ranking and optional capital allocation. Price: 25.00 USDC via x402.

Input Schema

{
  "type": "object",
  "properties": {
    "products": {
      "minItems": 1,
      "maxItems": 10,
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "currency": {
            "type": "string"
          },
          "product_value": {
            "type": "number",
            "minimum": 0.01,
            "maximum": 1000000000000
          },
          "shipping": {
            "type": "number"
          },
          "insurance": {
            "type": "number"
          },
          "duty_rate_pct": {
            "type": "number"
          },
          "vat_rate_pct": {
            "type": "number"
          },
          "expected_sale_price": {
            "type": "number",
            "minimum": 0.01,
            "maximum": 1000000000000
          },
          "marketplace_fee_pct": {
            "type": "number"
          },
          "payment_fee_pct": {
            "type": "number"
          },
          "ad_cost_per_order": {
            "type": "number"
          },
          "fulfillment_cost": {
            "type": "number"
          },
          "returns_reserve_pct": {
            "type": "number"
          },
          "other_cost_per_order": {
            "type": "number"
          },
          "competitor_count": {
            "type": "number"
          },
          "delivery_days": {
            "type": "number"
          }
        },
        "required": [
          "product_value",
          "expected_sale_price"
        ],
        "additionalProperties": false
      }
    },
    "working_capital": {
      "type": "number",
      "minimum": 1,
      "maximum": 1000000000000
    },
    "paymentSignature": {
      "type": "string"
    },
    "referralCode": {
      "type": "string"
    }
  },
  "required": [
    "products"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
⚪gf.x402_agent_growth(products, working_capital, paymentSignature, referralCode)

Paid growth bundle for up to 50 product scenarios with portfolio ranking, decision intelligence and optional capital allocation. Price: 99.00 USDC via x402.

Input Schema

{
  "type": "object",
  "properties": {
    "products": {
      "minItems": 1,
      "maxItems": 50,
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "currency": {
            "type": "string"
          },
          "product_value": {
            "type": "number",
            "minimum": 0.01,
            "maximum": 1000000000000
          },
          "shipping": {
            "type": "number"
          },
          "insurance": {
            "type": "number"
          },
          "duty_rate_pct": {
            "type": "number"
          },
          "vat_rate_pct": {
            "type": "number"
          },
          "expected_sale_price": {
            "type": "number",
            "minimum": 0.01,
            "maximum": 1000000000000
          },
          "marketplace_fee_pct": {
            "type": "number"
          },
          "payment_fee_pct": {
            "type": "number"
          },
          "ad_cost_per_order": {
            "type": "number"
          },
          "fulfillment_cost": {
            "type": "number"
          },
          "returns_reserve_pct": {
            "type": "number"
          },
          "other_cost_per_order": {
            "type": "number"
          },
          "competitor_count": {
            "type": "number"
          },
          "delivery_days": {
            "type": "number"
          }
        },
        "required": [
          "product_value",
          "expected_sale_price"
        ],
        "additionalProperties": false
      }
    },
    "working_capital": {
      "type": "number",
      "minimum": 1,
      "maximum": 1000000000000
    },
    "paymentSignature": {
      "type": "string"
    },
    "referralCode": {
      "type": "string"
    }
  },
  "required": [
    "products"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
⚪gf.x402_agent_scale(products, working_capital, paymentSignature, referralCode)

Paid scale bundle for up to 150 product scenarios with ranked product intelligence, profitability decisions and optional capital allocation. Price: 250.00 USDC via x402.

Input Schema

{
  "type": "object",
  "properties": {
    "products": {
      "minItems": 1,
      "maxItems": 150,
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "currency": {
            "type": "string"
          },
          "product_value": {
            "type": "number",
            "minimum": 0.01,
            "maximum": 1000000000000
          },
          "shipping": {
            "type": "number"
          },
          "insurance": {
            "type": "number"
          },
          "duty_rate_pct": {
            "type": "number"
          },
          "vat_rate_pct": {
            "type": "number"
          },
          "expected_sale_price": {
            "type": "number",
            "minimum": 0.01,
            "maximum": 1000000000000
          },
          "marketplace_fee_pct": {
            "type": "number"
          },
          "payment_fee_pct": {
            "type": "number"
          },
          "ad_cost_per_order": {
            "type": "number"
          },
          "fulfillment_cost": {
            "type": "number"
          },
          "returns_reserve_pct": {
            "type": "number"
          },
          "other_cost_per_order": {
            "type": "number"
          },
          "competitor_count": {
            "type": "number"
          },
          "delivery_days": {
            "type": "number"
          }
        },
        "required": [
          "product_value",
          "expected_sale_price"
        ],
        "additionalProperties": false
      }
    },
    "working_capital": {
      "type": "number",
      "minimum": 1,
      "maximum": 1000000000000
    },
    "paymentSignature": {
      "type": "string"
    },
    "referralCode": {
      "type": "string"
    }
  },
  "required": [
    "products"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}

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Evidence

Recent observations

verifiedversion not recorded21 tools
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