Server definition

Hash: sha256:263186ab8d9589027aee559b25f277c2e0d5c0d886441a7b4aafe835c7e64b8e
What it is: What a remote MCP server returned when asked what it offers: 6 tools

The blob, as servednamed by its sha256

{
  "instructions": "Diagnose a brand's visibility in AI answers (ChatGPT, Perplexity, Google AI Overviews, Amazon Rufus). Built for AI agents and developers: call audit_ai_visibility with an api_key to run audits programmatically. Free tier = 1 full audit per email. A developer subscription (https://niebingyu.gumroad.com/l/njpksu) provides an api_key that unlocks unlimited audits. get_checklist returns the 30-point checklist; get_fix_priority turns a score into an action plan; get_usage reports the caller's API usage volume.",
  "tools": [
    {
      "description": "Deep-audit a brand's visibility in AI answers (ChatGPT, Perplexity, AI Overviews).\n\nFREE TIER: 1 full deep audit per email — pass your email to unlock it.\nDEVELOPER/UNLIMITED: pass an api_key (or license_key) from a developer subscription\nat https://niebingyu.gumroad.com/l/njpksu to run audits programmatically with no email.\nWithout email/api_key you get the audit framework and tier mapping only.",
      "inputSchema": {
        "additionalProperties": false,
        "properties": {
          "api_key": {
            "default": "",
            "description": "Developer API key — equivalent to license_key, for agent/API callers.",
            "type": "string"
          },
          "brand_name": {
            "description": "The brand/company to audit.",
            "type": "string"
          },
          "category": {
            "default": "",
            "description": "Product/service category (e.g. \"phone case\", \"DTC fashion\").",
            "type": "string"
          },
          "email": {
            "default": "",
            "description": "Your email — unlocks 1 free full audit.",
            "type": "string"
          },
          "license_key": {
            "default": "",
            "description": "Gumroad license key — unlocks unlimited full audits.",
            "type": "string"
          },
          "score": {
            "default": -1,
            "description": "Optional known 0-30 checklist score. If provided, a tier + fix plan is included for free.",
            "type": "integer"
          }
        },
        "required": [
          "brand_name"
        ],
        "type": "object"
      },
      "name": "audit_ai_visibility",
      "outputSchema": {
        "additionalProperties": true,
        "type": "object"
      }
    },
    {
      "description": "Check whether a Gumroad license key is valid for unlimited audits.",
      "inputSchema": {
        "additionalProperties": false,
        "properties": {
          "license_key": {
            "description": "The license key received after purchase.",
            "type": "string"
          }
        },
        "required": [
          "license_key"
        ],
        "type": "object"
      },
      "name": "check_license",
      "outputSchema": {
        "additionalProperties": true,
        "type": "object"
      }
    },
    {
      "description": "Return the AI-recommendation leaderboard for a product category.\n\nCombines listed-market leaders (public data) with tracked B2B brands (GoAI Moat geo-footprint audit).\nUseful when a user asks \"who are the top Chinese suppliers of X\" or \"which brands does AI recommend in X\".\n\nFree tier. Available categories: connector, phone_case.",
      "inputSchema": {
        "additionalProperties": false,
        "properties": {
          "category": {
            "default": "connector",
            "description": "Product category slug (e.g. \"connector\", \"phone_case\").",
            "type": "string"
          }
        },
        "type": "object"
      },
      "name": "get_category_leaders",
      "outputSchema": {
        "additionalProperties": true,
        "type": "object"
      }
    },
    {
      "description": "Return the full 30-point AI visibility checklist (5 categories × 6 checks). Free.",
      "inputSchema": {
        "additionalProperties": false,
        "properties": {},
        "type": "object"
      },
      "name": "get_checklist",
      "outputSchema": {
        "additionalProperties": true,
        "type": "object"
      }
    },
    {
      "description": "Turn a 0-30 visibility score into a tier and prioritized fix plan. Free.",
      "inputSchema": {
        "additionalProperties": false,
        "properties": {
          "score": {
            "description": "The total score (0-30) from the 30-point checklist.",
            "type": "integer"
          }
        },
        "required": [
          "score"
        ],
        "type": "object"
      },
      "name": "get_fix_priority",
      "outputSchema": {
        "additionalProperties": true,
        "type": "object"
      }
    },
    {
      "description": "Report the caller's API usage volume (total audits, last called, recent brands).",
      "inputSchema": {
        "additionalProperties": false,
        "properties": {
          "api_key": {
            "default": "",
            "description": "Your developer API key / license key. If empty, reports the anonymous/free-trial usage.",
            "type": "string"
          }
        },
        "type": "object"
      },
      "name": "get_usage",
      "outputSchema": {
        "additionalProperties": true,
        "type": "object"
      }
    }
  ]
}

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