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lineage

11 registry resources · 5 tutorials, 2 references · roadmap: Observability, Data Quality

What this topic covers

DE//AGENT currently lists 11 resources under lineage: 5 tutorials, 2 references, 1 skill. Everything below is derived from the live registry — counts, capabilities, verification state and security posture come from the curated records, never from marketing copy.

Also present: 1 mcp server, 1 plugin, 1 agent.

What you can learn here

Documented learning objectives across these resources:

10 more objectives live on the individual resource pages.

Where this fits in the learning roadmap

These resources map to stages: Observability (10), Data Quality (1). Follow the four-phase roadmap to place this topic inside a progression instead of learning it in isolation.

Compare the registry's options

Every entry, its shape and its trust state — sorted by the registry's composite score. This table is the honest version of a marketing comparison: no sponsored placements, no unverifiable claims.

ResourceTypeDifficultyVerificationScore
DataHub MCP ServerMCP serverintermediatecommunity flags42.2
Lineage ExplainerSkillintermediatecommunity flags35.5
Column-level lineage: the concepts and the event standardTutorialintermediatecommunity34.15
Respond when a data contract breaksTutorialintermediatecommunity34.15
Walkthrough: the lineage-explainer skill, from question to impact setTutorialintermediatecommunity34.15
Incident drill: a broken upstream caught by freshness and lineageTutorialintermediatecommunity flags31.15
Lineage tooling in practice: DataHub MCP and the lineage-graph pluginTutorialintermediatecommunity flags31.15
Data Catalog AssistantAgentbeginnercommunity flags30.5
Lineage GraphPluginintermediatecommunity flags28.6
DataHub DocumentationReference—community26.7
OpenLineage DocumentationReference—community26.7

How scores are computed: source quality score.

Where to start

Highest composite score first:

  1. DataHub MCP Server score 42.2 — intermediate
  2. Lineage Explainer score 35.5 — intermediate
  3. Column-level lineage: the concepts and the event standard score 34.15 — intermediate

Scores rank provenance, completeness and trust — read how verification works before adopting anything.

Good fits

Start here if you're new: Data Catalog Assistant.

Cautions and limitations

Security-flagged entries: DataHub MCP Server (2 flags), Lineage Explainer (2 flags), Incident drill: a broken upstream caught by freshness and lineage (2 flags), Lineage tooling in practice: DataHub MCP and the lineage-graph plugin (2 flags), Data Catalog Assistant (2 flags), Lineage Graph (3 flags). Flags mean the record declares capabilities like credential use or write access — read the security posture on each page before connecting.

Production use cases

  • DataHub MCP Server — Exposes a DataHub catalog: search entities, read lineage and schema, and inspect metadata, so an agent can answer "what is this table and what depends on it?". details
  • Lineage Explainer — Traces column-level lineage from an asset to its upstream sources and downstream consumers, and reports the impact set for a proposed change. details
  • Column-level lineage: the concepts and the event standard — Table-level lineage says a job touched a table; column-level lineage says which columns feed which. Learn the concepts, the OpenLineage event model that makes lineage work across t… details
  • Respond when a data contract breaks — Work the broken-contract runbook end to end: identify which clause broke, bound the consumer impact set from lineage before anything else, decide whether the producer reverts or th… details

Install and inspect

Real install commands from the registry — read the source before running any of them:

uvx mcp-server-datahub

DataHub MCP Server — review first

npx de-agent-platform add lineage-explainer

Lineage Explainer — review first

amp plugin add de-agent/lineage-graph

Lineage Graph — review first

Further study

Adjacent topics: tutorial (5 shared), impact-analysis (5 shared), metadata (3 shared), catalog (3 shared), docs (2 shared), mcp (2 shared).

Study path: the roadmap places this topic in a progression · the scoring model explains the numbers · the trust rule catalog shows every security check these entries passed through.

Full resource list

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