claude

data-workers

Trace lineage, audit data quality, and root-cause data incidents with the open-source Data Workers agent swarm — one local MCP server with 160+ data-engineering tools that runs on in-memory sample data until you connect Snowflake, BigQuery, or Databricks.

14 on GitHubby Data Workers, Inc.v0.1.0Apache-2.0updated 20 days ago
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Plugin data-workers from marketplace dataworkers in DataWorkersProject/dataworkers-claw-community. Commands read from the repo's manifest — 20 days 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 (3)

  • incident-rca

    Walk a data incident from symptom to root cause: correlate the anomaly, trace the failing upstream job, and produce a root-cause narrative with the evidence chain.

  • quality-audit

    Run a full data-quality audit on a table or pipeline: quality score, rule checks, anomalies with context, and concrete fixes ranked by impact.

  • trace-lineage

    Trace end-to-end lineage for any table or column across catalogs. Answers 'where does this data come from and what breaks if it changes' with a source-to-consumer chain.

MCP servers (1)

  • data-workers

    runs: npx -y dw-claw

View source on GitHub dataworkers.io

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