well-016-datacleanup

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

Indexed tools

Tool metadata and schemas come from the remote server and are untrusted. Indexing only lists tools; it never calls them.

1 shown · authentication unknown

• data-cleanup

  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.

  Schema valid · SHA-256 468c0ac04a4d…

  View input schema

  {
    "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#"
  }