MCP MeasureMCP Measure

index observed

LifeVerse Product Discovery

Discover and recommend public, ready-to-use LifeVerse AI products and interactive experiences.

Should I use this

Quality & Safety

B
Description quality
50%
Schema completeness
98%
Naming quality
80%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (4)

  • LOWTool 'lifeverse_list_products' description lacks action verbin lifeverse_list_products
  • LOWTool 'lifeverse_search_products' description lacks action verbin lifeverse_search_products
  • LOWTool 'lifeverse_get_product' description lacks action verbin lifeverse_get_product
  • LOWTool 'lifeverse_recommend_products' description lacks action verbin lifeverse_recommend_products

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~1,866Tokens (tool definitions)
~4.1 KBTypical response size
Moderate attention impact (1.46% 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": {
    "public-catalog": {
      "url": "https://lifeverse.gufreelancer.com/api/mcp"
    }
  }
}

Remote endpoints

https://lifeverse.gufreelancer.com/api/mcpstreamable-http

What it can do

Tool inventory

Tools (4)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢lifeverse_list_products(category)

列出 LifeVerse 已公开且可立即体验的产品。不会返回开发中、内测、价格、支付或内部审核信息。

Input Schema

{
  "type": "object",
  "properties": {
    "category": {
      "description": "可选的产品分类筛选。",
      "type": "string",
      "enum": [
        "游戏",
        "互动体验",
        "效率工具",
        "创新应用"
      ]
    }
  },
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}

Output Schema

{
  "type": "object",
  "properties": {
    "brand": {
      "type": "object",
      "properties": {
        "name": {
          "type": "string"
        },
        "platformName": {
          "type": "string"
        },
        "attribution": {
          "type": "string"
        },
        "description": {
          "type": "string"
        },
        "url": {
          "type": "string",
          "format": "uri"
        }
      },
      "required": [
        "name",
        "platformName",
        "attribution",
        "description",
        "url"
      ],
      "additionalProperties": false
    },
    "products": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "slug": {
            "type": "string"
          },
          "title": {
            "type": "string"
          },
          "englishName": {
            "type": "string"
          },
          "category": {
            "type": "string",
            "enum": [
              "游戏",
              "互动体验",
              "效率工具",
              "创新应用"
            ]
          },
          "description": {
            "type": "string"
          },
          "status": {
            "type": "string",
            "const": "立即体验"
          },
          "audience": {
            "type": "string"
          },
          "capabilities": {
            "type": "array",
            "items": {
              "type": "string"
            }
          },
          "usageNote": {
            "type": "string"
          },
          "landingUrl": {
            "type": "string",
            "format": "uri"
          },
          "experienceUrl": {
            "type": "string",
            "format": "uri"
          }
        },
        "required": [
          "slug",
          "title",
          "englishName",
          "category",
          "description",
          "status",
          "audience",
          "capabilities",
          "usageNote",
          "landingUrl",
          "experienceUrl"
        ],
        "additionalProperties": false
      }
    }
  },
  "required": [
    "brand",
    "products"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢lifeverse_search_products(query, limit)

按名称、分类、用途与能力搜索 LifeVerse 已公开且可立即体验的产品。

Input Schema

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "minLength": 1,
      "maxLength": 200,
      "description": "自然语言关键词，例如：客户报价、人生选择、短线盯盘。"
    },
    "limit": {
      "default": 5,
      "description": "最多返回多少项，范围 1 至 10。",
      "type": "integer",
      "minimum": 1,
      "maximum": 10
    }
  },
  "required": [
    "query"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}

Output Schema

{
  "type": "object",
  "properties": {
    "brand": {
      "type": "object",
      "properties": {
        "name": {
          "type": "string"
        },
        "platformName": {
          "type": "string"
        },
        "attribution": {
          "type": "string"
        },
        "description": {
          "type": "string"
        },
        "url": {
          "type": "string",
          "format": "uri"
        }
      },
      "required": [
        "name",
        "platformName",
        "attribution",
        "description",
        "url"
      ],
      "additionalProperties": false
    },
    "query": {
      "type": "string"
    },
    "products": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "slug": {
            "type": "string"
          },
          "title": {
            "type": "string"
          },
          "englishName": {
            "type": "string"
          },
          "category": {
            "type": "string",
            "enum": [
              "游戏",
              "互动体验",
              "效率工具",
              "创新应用"
            ]
          },
          "description": {
            "type": "string"
          },
          "status": {
            "type": "string",
            "const": "立即体验"
          },
          "audience": {
            "type": "string"
          },
          "capabilities": {
            "type": "array",
            "items": {
              "type": "string"
            }
          },
          "usageNote": {
            "type": "string"
          },
          "landingUrl": {
            "type": "string",
            "format": "uri"
          },
          "experienceUrl": {
            "type": "string",
            "format": "uri"
          }
        },
        "required": [
          "slug",
          "title",
          "englishName",
          "category",
          "description",
          "status",
          "audience",
          "capabilities",
          "usageNote",
          "landingUrl",
          "experienceUrl"
        ],
        "additionalProperties": false
      }
    }
  },
  "required": [
    "brand",
    "query",
    "products"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢lifeverse_get_product(slug)

按公开 slug 获取一个已公开且可立即体验的 LifeVerse 产品。产品使用说明会随产品一同返回。

Input Schema

{
  "type": "object",
  "properties": {
    "slug": {
      "type": "string",
      "maxLength": 100,
      "pattern": "^[a-z0-9]+(?:-[a-z0-9]+)*$",
      "description": "产品公开 slug。"
    }
  },
  "required": [
    "slug"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}

Output Schema

{
  "type": "object",
  "properties": {
    "brand": {
      "type": "object",
      "properties": {
        "name": {
          "type": "string"
        },
        "platformName": {
          "type": "string"
        },
        "attribution": {
          "type": "string"
        },
        "description": {
          "type": "string"
        },
        "url": {
          "type": "string",
          "format": "uri"
        }
      },
      "required": [
        "name",
        "platformName",
        "attribution",
        "description",
        "url"
      ],
      "additionalProperties": false
    },
    "product": {
      "type": "object",
      "properties": {
        "slug": {
          "type": "string"
        },
        "title": {
          "type": "string"
        },
        "englishName": {
          "type": "string"
        },
        "category": {
          "type": "string",
          "enum": [
            "游戏",
            "互动体验",
            "效率工具",
            "创新应用"
          ]
        },
        "description": {
          "type": "string"
        },
        "status": {
          "type": "string",
          "const": "立即体验"
        },
        "audience": {
          "type": "string"
        },
        "capabilities": {
          "type": "array",
          "items": {
            "type": "string"
          }
        },
        "usageNote": {
          "type": "string"
        },
        "landingUrl": {
          "type": "string",
          "format": "uri"
        },
        "experienceUrl": {
          "type": "string",
          "format": "uri"
        }
      },
      "required": [
        "slug",
        "title",
        "englishName",
        "category",
        "description",
        "status",
        "audience",
        "capabilities",
        "usageNote",
        "landingUrl",
        "experienceUrl"
      ],
      "additionalProperties": false
    }
  },
  "required": [
    "brand",
    "product"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢lifeverse_recommend_products(need, category, limit)

当用户描述问题、目标或想体验的场景时，从 LifeVerse 已公开且可立即体验的 AI 产品和互动体验中推荐最匹配的选项。适用于人生选择、商业报价、情侣争议、邮件营销、机会发现、穿搭美甲、股票复盘和人生经营等需求。

Input Schema

{
  "type": "object",
  "properties": {
    "need": {
      "type": "string",
      "minLength": 1,
      "maxLength": 200,
      "description": "用户的自然语言需求、问题或想体验的场景。"
    },
    "category": {
      "description": "可选的产品分类约束。",
      "type": "string",
      "enum": [
        "游戏",
        "互动体验",
        "效率工具",
        "创新应用"
      ]
    },
    "limit": {
      "default": 3,
      "description": "最多推荐多少项，范围 1 至 5。",
      "type": "integer",
      "minimum": 1,
      "maximum": 5
    }
  },
  "required": [
    "need"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}

Output Schema

{
  "type": "object",
  "properties": {
    "brand": {
      "type": "object",
      "properties": {
        "name": {
          "type": "string"
        },
        "platformName": {
          "type": "string"
        },
        "attribution": {
          "type": "string"
        },
        "description": {
          "type": "string"
        },
        "url": {
          "type": "string",
          "format": "uri"
        }
      },
      "required": [
        "name",
        "platformName",
        "attribution",
        "description",
        "url"
      ],
      "additionalProperties": false
    },
    "need": {
      "type": "string"
    },
    "products": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "slug": {
            "type": "string"
          },
          "title": {
            "type": "string"
          },
          "englishName": {
            "type": "string"
          },
          "category": {
            "type": "string",
            "enum": [
              "游戏",
              "互动体验",
              "效率工具",
              "创新应用"
            ]
          },
          "description": {
            "type": "string"
          },
          "status": {
            "type": "string",
            "const": "立即体验"
          },
          "audience": {
            "type": "string"
          },
          "capabilities": {
            "type": "array",
            "items": {
              "type": "string"
            }
          },
          "usageNote": {
            "type": "string"
          },
          "landingUrl": {
            "type": "string",
            "format": "uri"
          },
          "experienceUrl": {
            "type": "string",
            "format": "uri"
          }
        },
        "required": [
          "slug",
          "title",
          "englishName",
          "category",
          "description",
          "status",
          "audience",
          "capabilities",
          "usageNote",
          "landingUrl",
          "experienceUrl"
        ],
        "additionalProperties": false
      }
    }
  },
  "required": [
    "brand",
    "need",
    "products"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}

Community

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Evidence

Recent observations

verifiedversion not recorded4 tools