well-016-datacleanup
CSV cleanup: dates, emails, phones, dedupe. x402 $0.005 USDC, Base. As is, no warranty.
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Calidad y seguridad
Hallazgos (1)
- LOWTool 'data-cleanup' doesn't follow camelCase/snake_caseen data-cleanup
Basado en el análisis automatizado de las definiciones de herramientas y el cumplimiento del protocolo.
Costo de contexto
Este es el número aproximado de tokens que se consumen cada vez que las herramientas del servidor se cargan en el contexto de un modelo. Los recuentos más altos reducen la atención disponible para otras tareas.
Instalar
Instalación con un clic
Agrega esto a tu archivo `claude_desktop_config.json`:
{
"mcpServers": {
"data-cleanup": {
"url": "https://well-016-datacleanup.rainmaker-wells.workers.dev/mcp"
}
}
}Puntos de conexión remotos
https://well-016-datacleanup.rainmaker-wells.workers.dev/mcpstreamable-httpQué puede hacer
Inventario de herramientas
Herramientas (1)
🟢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.
Esquema de entrada
{
"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#"
}Comunidad
Evidencia