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

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Status
Unhealthy
Uptime
39.5% over 16 days
Last Tested
Transport
Streamable HTTP
URL
ChatGPT
–
Claude
–

TDQS

A4.4/5.0

Scored across 1 tool

Disambiguation5/5

With only a single tool, there is no possibility of tool-to-tool confusion; an agent can only select data-cleanup, and its purpose (CSV normalization plus duplicate handling) is spelled out clearly.

Naming Consistency4/5

There is only one name, so no inconsistency is possible, and 'data-cleanup' is readable kebab-case. It deviates from the verb_noun convention (no verb, arguably an object noun), so it is not a perfect pattern match.

Tool Count4/5

One tool is on the thin side, but the server's stated scope is a single deterministic cleanup operation that bundles trimming, normalization, dedupe, and reporting into one call. Splitting it would add little value, so the minimal surface is defensible.

Completeness4/5

The tool covers the core CSV-cleaning lifecycle (whitespace, case, dates, emails, phones, exact/fuzzy dedupe) plus a report, which is solid for the domain. Gaps remain around configurable output formats, column selection, and custom rule extension, which an agent must work around.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 1 tool update
    • First observeddata-cleanup

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