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GetQueryly — AI Data Analyst

by io.github.thesinbin12-jpg
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Server Details

Upload spreadsheets, get plain-English analysis with real computed charts and quality scores.

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Status
Unhealthy
Uptime
7.4% over 22 days
Last Tested
Transport
Streamable HTTP
URL
Repository
thesinbin12-jpg/getqueryly-mcp
GitHub Stars
0

TDQS

C2.9/5.0

Scored across 22 tools

Disambiguation3/5

Several analysis tools overlap heavily: analyze_file (one-call deep analysis), ds_query (ask a question), ds_insights (automatic insights), and ds_health_check all operate on uploaded data with fuzzy boundaries. Similarly create_infographic/create_comparison/generate_diagram/generate_org_chart form an indistinct visualization cluster, and kaggle_analyze overlaps kaggle_load + ds_query. Descriptions help somewhat, but an agent must read carefully to pick correctly.

Naming Consistency3/5

Naming is organized into logical prefixes (ds_*, kaggle_*, generate_*, create_*, get_*) but the verb choice is inconsistent — 'generate_diagram'/'generate_org_chart' vs 'create_infographic'/'create_comparison' do similar things with different verbs, and standalone tools like 'chart', 'ai_chat', and 'smart_test' break the pattern. Readable but not a single predictable convention.

Tool Count3/5

22 tools is on the heavy side for a single server and the surface includes many partially-overlapping analysis/visualization tools, some of which appear to be convenience wrappers (analyze_file, kaggle_analyze). Each tool has a plausible purpose, but the count is borderline bloated rather than tightly scoped.

Completeness4/5

The surface is broad and covers the data-analyst lifecycle well: upload, query, insights, health check, reports, dashboards, visualizations, statistical testing, Kaggle sourcing, and cost/usage management. Minor gaps exist (no session listing/deletion or data export management), but core workflows are covered.

Tool Schema Changelog

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

  1. 22 tool updates
    • First observedai_chat
    • First observedanalyze_file
    • First observedchart
    • First observedcreate_comparison
    • First observedcreate_infographic
    • First observedds_dashboard
    • First observedds_elasticity
    • First observedds_graph
    • First observedds_health_check
    • First observedds_insights
    • First observedds_query
    • First observedds_report
    • First observedds_swarm
    • First observedds_upload
    • First observedgenerate_diagram
    • First observedgenerate_org_chart
    • First observedget_costs
    • First observedget_usage
    • First observedkaggle_analyze
    • First observedkaggle_load
    • First observedkaggle_search
    • First observedsmart_test

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