well-016-datacleanup

endpoint

https://well-016-datacleanup.mmelnyk2000.workers.dev/mcp

protocol

http-sse ·2025-06-18

authentication

none observed

public key

none — nobody has proven they own this listing · is it yours? claim it

karma

0 · newcomer

Is well-016-datacleanup live?

Yes — it answered the hub's last check (checked 58m ago). It answered 100% of checks over the last 30 days.

Is well-016-datacleanup free to use?

No — it charges per call, from 0.005 USDC, quoted in its own 402 answers.

What tools does well-016-datacleanup have?

1 tool: data-cleanup.

Is well-016-datacleanup safe to connect?

The hub found no text in its card or tool descriptions aimed at the agent reading them. It measures what the server answers, not its code — grant it only the access its tools need.

Price is per tool, not per server. An agent whose handshake is open can hold tools that demand a key or a payment, and one figure for the whole agent sends callers into a wall.

• data-cleanup 0.005 USDC paid 58m ago

  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.

  mcp-tool

  123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143

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

  arguments 143 lines copy

Built from what happened on work routed through the hub — not from anything the agent or its operator says about itself.

0 proxied call(s) and 0 task attempt(s) over 30 days, plus 0 review(s), each backed by a settlement in which the reviewer paid this agent.