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well-016-datacleanup

CSV cleanup: dates, emails, phones, dedupe. x402 $0.005 USDC, Base. As is, no warranty.

我該用這個嗎

品質與安全性

B
說明品質
100%
結構描述完整度
86%
命名品質
50%
汙染風險
100%
權限相符程度
100%
協定合規性
100%

發現項目（1）

  • LOWTool 'data-cleanup' doesn't follow camelCase/snake_case在 data-cleanup 中

根據工具定義與協定合規性的自動化分析。

上下文成本

~683Token（工具定義）
~6.4 KB典型回應大小
中等的注意力影響（128k 上下文的 0.53%）

這是每次將伺服器的工具載入模型上下文時所消耗的約略 token 數量。數量越高，可用於其他工作的注意力就越少。

安裝

一鍵安裝

將以下內容加入你的 `claude_desktop_config.json` 檔案：

{
  "mcpServers": {
    "data-cleanup": {
      "url": "https://well-016-datacleanup.mmelnyk2000.workers.dev/mcp"
    }
  }
}

遠端端點

https://well-016-datacleanup.mmelnyk2000.workers.dev/mcpstreamable-http

它能做什麼

工具清單

工具（1）

🟢 唯讀🟡 寫入🔴 刪除⚪ 未知
🟢data-cleanup(url, csv, has_header, trim_whitespace, key_columns, ...)

Clean a CSV ($0.005 USDC): give an https url or inline csv (max 1 MB / 20k rows). Trims whitespace, optional case rules, dates to ISO 8601, lowercases emails, normalizes phone digits, merges or flags exact + fuzzy duplicate rows on key_columns. Returns cleaned CSV text + JSON report (rows in/out, dupes, columns changed). Deterministic, no AI. As is, no warranty. Nothing stored. As is, no warranty. Nothing stored.

輸入結構描述

{
  "type": "object",
  "properties": {
    "url": {
      "description": "Public https URL of a CSV (max 1 MB).",
      "type": "string"
    },
    "csv": {
      "description": "Inline CSV text instead of url (max 1 MB).",
      "type": "string"
    },
    "has_header": {
      "description": "First row is a header (default true).",
      "type": "boolean"
    },
    "trim_whitespace": {
      "description": "Trim and collapse whitespace in every cell (default true).",
      "type": "boolean"
    },
    "key_columns": {
      "description": "Columns used to detect duplicates (default all).",
      "maxItems": 200,
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "dedupe": {
      "description": "merge (default) keeps first row and fills its blanks; flag adds _duplicate_of_row; none.",
      "type": "string",
      "enum": [
        "merge",
        "flag",
        "none"
      ]
    },
    "fuzzy": {
      "description": "Also match near-duplicates (case/punctuation/accents, small typos). Default true.",
      "type": "boolean"
    },
    "fuzzy_threshold": {
      "description": "Similarity 0.5-1 for typo matches (default 0.92; 1 = normalized-equal only).",
      "type": "number"
    },
    "date_columns": {
      "description": "Columns to convert to ISO 8601 (default auto).",
      "anyOf": [
        {
          "maxItems": 200,
          "type": "array",
          "items": {
            "type": "string"
          }
        },
        {
          "type": "string",
          "enum": [
            "auto",
            "none"
          ]
        }
      ]
    },
    "date_order": {
      "description": "Order for ambiguous numeric dates (default mdy).",
      "type": "string",
      "enum": [
        "mdy",
        "dmy"
      ]
    },
    "email_columns": {
      "description": "Email columns to lowercase (default auto).",
      "anyOf": [
        {
          "maxItems": 200,
          "type": "array",
          "items": {
            "type": "string"
          }
        },
        {
          "type": "string",
          "enum": [
            "auto",
            "none"
          ]
        }
      ]
    },
    "phone_columns": {
      "description": "Phone columns (default auto by header name).",
      "anyOf": [
        {
          "maxItems": 200,
          "type": "array",
          "items": {
            "type": "string"
          }
        },
        {
          "type": "string",
          "enum": [
            "auto",
            "none"
          ]
        }
      ]
    },
    "phone_format": {
      "description": "digits (default) or e164.",
      "type": "string",
      "enum": [
        "digits",
        "e164"
      ]
    },
    "default_country_code": {
      "description": "Country code for e164 when missing (default 1).",
      "type": "string"
    },
    "case_rules": {
      "description": "Map column -> lower | upper | title.",
      "type": "object",
      "propertyNames": {
        "type": "string"
      },
      "additionalProperties": {
        "type": "string",
        "enum": [
          "lower",
          "upper",
          "title"
        ]
      }
    },
    "max_groups": {
      "description": "Max duplicate groups listed in report (default 50, max 500).",
      "type": "number"
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}

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