Install payload
Install payload is mixed and needs spot-checking.
56% (5/9)
Browse the directory
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Showing 9 resources for "data-engineering"
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Active
Safety notes filter active — add entries to compare trust side by side.
Trust snapshot
9 results in this view
Claimed
0%(0/9)
2 trust signals differ in this sample: Source provenance, Submitter
Signals differ on Source provenance, Submitter — add entries to compare before you install.
Rollout signal scan
2 rollout risk signals in current results
Biggest gaps: metadata review, package integrity. 0 entries have 2+ required gaps.
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Adoption queue
Browse adoption queue · balanced
4/9 visible results are in hold tier and need mitigation before adoption.
ready 0caution 5hold 4
Data Engineering Suite
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
collections/data-engineering-suite · trust review · confidence 67%
Data Pipeline Engineering Agent - Agents
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
agents/data-pipeline-engineering-agent · trust review · confidence 67%
dbt MCP Server
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
mcp/dbt-mcp-server · trust review · confidence 67%
Microsoft Fabric Skills
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
skills/microsoft-fabric-skills · trust review · confidence 67%
MotherDuck MCP Server for Claude
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
mcp/motherduck-mcp-server · trust review · confidence 67%
DuckDB
2 blockers: Metadata review, Install payload
hold
36/100
Request metadata review from maintainers or internal owners.
Add install/config payload for reproducible team rollout.
Collect package checksum or signed artifact information.
tools/duckdb · trust review · confidence 50%
Great Expectations
2 blockers: Metadata review, Install payload
hold
36/100
Request metadata review from maintainers or internal owners.
Add install/config payload for reproducible team rollout.
Collect package checksum or signed artifact information.
tools/great-expectations · trust review · confidence 50%
Polars
2 blockers: Metadata review, Install payload
hold
36/100
Request metadata review from maintainers or internal owners.
Add install/config payload for reproducible team rollout.
Collect package checksum or signed artifact information.
tools/polars · trust review · confidence 50%
Decision confidence
Decision confidence scan · balanced
4/9 results are low-confidence and need review before adoption.
high 0medium 5low 4
Data Engineering Suite
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
collections/data-engineering-suite · trust review
Data Pipeline Engineering Agent - Agents
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
agents/data-pipeline-engineering-agent · trust review
dbt MCP Server
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
mcp/dbt-mcp-server · trust review
Microsoft Fabric Skills
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
skills/microsoft-fabric-skills · trust review
MotherDuck MCP Server for Claude
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
mcp/motherduck-mcp-server · trust review
DuckDB
Hold adoption until Metadata review, Package integrity are resolved.
low
36/100
Missing: Metadata reviewMissing: Package integrityMissing: Install payload
tools/duckdb · trust review
Great Expectations
Hold adoption until Metadata review, Package integrity are resolved.
low
36/100
Missing: Metadata reviewMissing: Package integrityMissing: Install payload
tools/great-expectations · trust review
Polars
Hold adoption until Metadata review, Package integrity are resolved.
low
36/100
Missing: Metadata reviewMissing: Package integrityMissing: Install payload
tools/polars · trust review
Freshness distribution
Mostly fresh with a few aging entries
Median age 54 days; 7 fresh, 2 aging or stale of 9 scanned.
Oldest entries in this view
Theme distribution
Results center on data-engineering
89% of this view shares the top theme. Leading themes: data-engineering, sql, analytics.
- data-engineering89% (8)
- sql33% (3)
- analytics22% (2)
- data-quality22% (2)
- dbt22% (2)
- etl22% (2)
- airflow11% (1)
- analytics-database11% (1)
29 distinct themes across 9 scanned
A starter kit for database and data-engineering work with Claude: bundles a database-specialist agent and database-expert rules with AWS and Airtable MCP servers and optimize/debug commands.
Microsoft-maintained Fabric skill bundles for AI coding assistants working with Warehouses, Lakehouses, Spark, Power BI semantic models, Eventhouse/KQL, Eventstreams, Dataflows Gen2, migrations, and medallion architectures.
Connect Claude to MotherDuck and DuckDB — run SQL queries and explore databases, tables, and columns — with the official MotherDuck Model Context Protocol server.
dbt MCP Serverby dbt Labs · submitted by JSONbored
Official dbt Labs MCP server that gives AI agents context from dbt Core, dbt Fusion, dbt Platform, project metadata, SQL tools, lineage, Admin API, and dbt documentation search.
DuckDBby DuckDB Foundation · submitted by oktofeesh1
MIT-licensed embedded analytical SQL database for local OLAP workloads, data files, notebooks, Python and R clients, extensions, and single-file analytics workflows.
Great Expectationsby Great Expectations · submitted by oktofeesh1
Apache-2.0 GX Core Python library for data quality Expectations, validation definitions, checkpoints, Data Docs, metadata stores, and pipeline quality checks.
Polarsby Polars · submitted by oktofeesh1
MIT-licensed DataFrame query engine written in Rust for Python, Rust, Node.js, R, and SQL workflows with lazy execution, streaming, Arrow integration, and file, database, and cloud I/O.
Prefectby Prefect · submitted by oktofeesh1
Apache-2.0 Python workflow orchestration framework for resilient data pipelines with flows, tasks, deployments, schedules, retries, caching, workers, work pools, and observability.
Modern data pipeline specialist focused on real-time streaming, ETL/ELT orchestration, data quality validation, and scalable data infrastructure with Apache Airflow, dbt, and cloud-native tools