claude

icedq-mcp

Author, run, and schedule iceDQ data quality rules, bundled with the iceDQ MCP server.

1 on GitHubby iceDQ Integration Teamv2.0.3Apache-2.0updated 1 month agodata
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Plugin icedq-mcp from marketplace icedq-marketplace in icedq-tools/mcp-server. Commands read from the repo's manifest — 1 month ago.

This plugin runs code on your machine — it starts local MCP servers. The exact commands are listed below; read them before installing.

What it installs

Skills (8)

  • icedq-api-testing

    Designs iceDQ rules for testing a REST API — validating its own response (required fields, valid values, formats, status codes) or reconciling API data against a backend/database. Use when the customer wants to test, validate, or reconcile a REST API, e.g. "test our orders API", "validate the fields

  • icedq-author-rules

    Creates iceDQ rules via the MCP server — the single creation path all iceDQ skills funnel through. Direct mode (user-facing): use when the customer already KNOWS the checks they want — they name COLUMNS or CHECK TYPES, not just a table and a goal — e.g. "check my customer table for nulls and duplica

  • icedq-compare-datasets

    Intent playbook for comparing two datasets in iceDQ — one-time data-migration testing AND ongoing reconciliation; asks which when unclear. Migration framing: "I am moving data from SQL Server to Snowflake", "validate my data migration", "test the cutover before go-live". Reconciliation framing: "rec

  • icedq-etl-code-rules

    Uses ETL/transformation code provided by the user (SQL stored procedures, dbt, PySpark, Spark Scala, SSIS, Informatica, Airflow, and similar) to identify and design iceDQ rules — Validation, Duplicate, Checksum, Recon, Pushdown. Use whenever the user SHARES pipeline code and wants checks derived fro

  • icedq-mapping-doc-rules

    Uses a mapping document provided by the user (Excel, CSV, or Word source-to-target specification) to identify and design iceDQ rules — Validation, Duplicate, Checksum, Recon, Pushdown. Use whenever the user uploads or points to a mapping doc or ETL mapping sheet and wants checks derived from it, e.g

  • icedq-run-and-report

    Runs existing iceDQ rules, workflows, or schedules through the iceDQ MCP server, waits for them to finish, and reports the results — including exception (failure) details — in plain language. Use whenever a customer wants to EXECUTE checks or SEE results, e.g. "run my customer validation rule", "run

  • icedq-schedule-and-monitor

    Sets up, changes, and reviews recurring iceDQ schedules and run history through the iceDQ MCP server. Use whenever a customer wants to AUTOMATE checks or REVIEW past runs, e.g. "run my validation rules every morning at 6", "schedule the daily reconciliation", "set up a weekly data quality workflow",

  • icedq-suggest-checks

    Guided front door for data testing with iceDQ — advises customers who want to know WHAT to test or WHERE to start, then takes them from requirements to created rules. Use for: "I want to test my data", "what checks would you recommend for this table", "help me set up data quality checks for our ware

MCP servers (1)

  • icedq

    runs: npx -y @icedq/mcp-server

View source on GitHub docs.icedq.com

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