well-016-datacleanup
CSV cleanup: dates, emails, phones, dedupe. x402 $0.005 USDC, Base. As is, no warranty.
Sollte ich dies verwenden
Qualität und Sicherheit
Befunde (1)
- LOWTool 'data-cleanup' doesn't follow camelCase/snake_casein data-cleanup
Basierend auf einer automatisierten Analyse der Tool-Definitionen und der Einhaltung des Protokolls.
Kontextkosten
Dies ist die ungefähre Anzahl der Tokens, die jedes Mal verbraucht werden, wenn die Tools des Servers in den Kontext eines Modells geladen werden. Höhere Werte verringern die Aufmerksamkeit, die für andere Aufgaben verfügbar ist.
Installieren
Installation mit einem Klick
Fügen Sie dies Ihrer Datei `claude_desktop_config.json` hinzu:
{
"mcpServers": {
"data-cleanup": {
"url": "https://well-016-datacleanup.rainmaker-wells.workers.dev/mcp"
}
}
}Remote-Endpunkte
https://well-016-datacleanup.rainmaker-wells.workers.dev/mcpstreamable-httpWas es kann
Tool-Inventar
Tools (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.
Eingabe-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#"
}Community
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