Skip to main content
Glama

GoldenCheck

by io.github.benseverndev-oss
OverviewDiscussionsAdmin

Server Details

Auto-discover validation rules from data — scan, profile, health-score. No rules to write.

Glama couldn't complete the latest health check. If this server requires authentication, missing or expired test credentials may be the cause. A test profile lets Glama authenticate for health checks and discover tools; it is separate from your personal connections.

If you are the author, claim ownership, then add or update a test profile under Admin → Test Profile.

Status
Unhealthy
Last Tested
Transport
Streamable HTTP
URL
Repository
benseverndev-oss/goldencheck
GitHub Stars
2

TDQS

A3.6/5.0

Scored across 19 tools

Disambiguation4/5

Tool purposes are mostly distinct, though 'profile', 'scan', and 'analyze_data' have overlapping scopes (all analyze data files) but descriptions clarify differences. 'explain_column' and 'get_column_detail' are similar but serve different presentation styles.

Naming Consistency5/5

Consistent verb_noun pattern (e.g., 'install_domain', 'list_checks', 'explain_finding'), all lowercase with underscores. Minor deviation like 'approve_reject' still fits the pattern.

Tool Count4/5

19 tools is slightly above the typical 3-15 range but justified by the broad scope of data quality analysis, covering scanning, profiling, review, validation, and domain management.

Completeness4/5

Covers a full lifecycle: scan, profile, explain, review, validate, and generate attestation. Missing apply-fix and delete-domain operations, but these are minor gaps for the domain.

Tool Schema Changelog

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

  1. 19 tool updates
    • First observedanalyze_data
    • First observedapprove_reject
    • First observedauto_configure
    • First observedcompare_domains
    • First observedexplain_column
    • First observedexplain_finding
    • First observedget_column_detail
    • First observedget_domain_info
    • First observedhealth_score
    • First observedinstall_domain
    • First observedlist_checks
    • First observedlist_domains
    • First observedpipeline_handoff
    • First observedprofile
    • First observedreview_queue
    • First observedreview_stats
    • First observedscan
    • First observedsuggest_fix
    • First observedvalidate

Related MCP Connectors

Related MCP Servers

  • scherlok

    rbmuller
    A
    license
    A
    quality
    A
    maintenance
    Zero-config data quality monitoring as MCP tools. Profiles a warehouse (Postgres, BigQuery, Snowflake, MySQL, DuckDB), detects anomalies, and gates CI — read-only with the connection resolved server-side, never via the model.
    6
    24 PyPI
    9
    MIT
  • aegis-dq by aegis-dq

    aegis-dqofficial

    aegis-dq
    A
    license
    B
    quality
    D
    maintenance
    Agentic data quality MCP server — runs structured validation rules against warehouses (DuckDB, BigQuery, Athena, Databricks, Postgres), diagnoses failures with LLM root cause analysis, and proposes SQL remediations. Full audit trail of every AI decision.
    6
    4
    Apache 2.0

  • database-mcp

    hargurjeet
    F
    license
    Not graded
    quality
    D
    maintenance
    Automatically discovers database schema, performs data quality checks on tables and columns, and generates natural-language root cause analysis reports using Ollama LLM.
    -

  • datasentry

    Jackxiaozhiren
    A
    license
    Not graded
    quality
    A
    maintenance
    Local-first MCP server for data quality that finds suspicious data, explains findings with evidence, tracks drift, and supports human-approved, reversible repair workflows. Deterministic by default, with AI optional.
    2
    Apache 2.0
Try in Browser
One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources