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stagenth · 数据工具箱

by com.stagenth
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Server Details

Query, join, profile, clean and convert CSV/JSON/Parquet with server-side DuckDB over MCP.

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Status
Unhealthy
Uptime
64.7% over 37 days
Last Tested
Transport
Streamable HTTP
URL

TDQS

A4.2/5.0

Scored across 6 tools

Disambiguation4/5

Each tool targets a distinct data operation (clean, convert, inspect, join, profile, query). There is minor overlap between data_inspect and data_profile (both provide column types and null information), but descriptions and names make the intended use clear.

Naming Consistency5/5

All tool names follow a consistent 'data_' prefix plus a concise verb (clean, convert, inspect, join, profile, query). The pattern is uniform and predictable.

Tool Count5/5

Six tools is well-scoped for a data processing toolbox. Each tool covers a core data wrangling need, and the count is neither sparse nor overwhelming.

Completeness5/5

The toolset covers the main data lifecycle: cleaning, format conversion, structural inspection, profiling, joining, and querying. No obvious critical operations are missing for common data analysis workflows.

Tool Schema Changelog

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

  1. 2 tool updates
    • Addeddata_clean
    • Addeddata_join
  2. 4 tool updates
    • First observeddata_convert
    • First observeddata_inspect
    • First observeddata_profile
    • First observeddata_query

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