What is the best MCP server or skill for data pipelines?

By tashan's measured score: Daft, ClickHouse Best Practices, Databricks, Data Agent Kit Starter Pack, Opendataloader PDF. the score combines upkeep and freshness, gated by real adoption — every input is public and re-derivable, and no ranking position can be purchased.

How is the ranking calculated?

From public signal only: npm download volume and publish cadence, GitHub push/release recency, contributor count, registry status, and how often a capability appears in real public agent configs. Nobody can pay to change a score, rank, or listing.

The Index · Data pipelines

Data pipelines

Q: Who does data pipelines as part of their job?

This is a process step performed by Appraisers of Personal and Business Property, Bioinformatics Scientists, Bioinformatics Technicians, Biostatisticians, Business Intelligence Analysts, Clinical Data Managers, Data Warehousing Specialists, Database Administrators and others, per the O*NET 30.3 occupational database.

'The pipeline' — ETL/ELT, ingestion, warehouse modelling. tashan measures 38 capabilities for this work and ranks them by tashan score — a transparent composite of upkeep, freshness and real adoption. How we measure ›

#	Capability	tashan	Evidence	Health
1	Daft server Dev Tools & CI	78	6k ★	active
2	ClickHouse Best Practices server solid Dev Tools & CI	74	498 ★	active
3	Databricks server solid Dev Tools & CI	72	228 ★	active
4	Data Agent Kit Starter Pack server ✓ Google solid Dev Tools & CI	71	151 ★	active
5	Opendataloader PDF server thin Productivity	70	700 ★	active
6	Open Ontologies server solid Dev Tools & CI	69	212 ★	active
7	Datahub Skills server solid Productivity	66	34 ★	active
8	Datarobot Agent Skills server solid Dev Tools & CI	65	23 ★	active
9	Snowflake Cortex Code server wrapper Productivity	65	32 ★	active
10	Sentio AI Kit server solid Data & Analytics	65	100 ★	active
11	Knowledge Catalog server ✓ Google thin Data & Analytics	63	25 ★	active
12	Atlan server Data & Analytics	61	32 ★	active
13	Bigtable server ✓ Google thin Database	60	20 ★	active
14	Versori Skills server thin Dev Tools & CI	57	12 ★	active
15	Orchestra server deep Dev Tools & CI	56	9 ★	active
16	Scylladb server thin Dev Tools & CI	54	6 ★	active
17	Dataproc server ✓ Google Dev Tools & CI	50	1 ★	active
18	Deepread server Security	50	4 ★	active
19	Marcopolo server Dev Tools & CI	48	1 ★	active
20	Spiceai Skills server Finance & Crypto	48	3 ★	active
21	Altimate Code server Database	47	3 ★	active
22	Astronomer Data Agents server Dev Tools & CI	46	2 marketplaces	active
23	AWS Data Analytics server Data & Analytics	46	2 marketplaces	—
24	Data Engineering server Dev Tools & CI	46	2 marketplaces	active
25	Oracle AI Data Platform Workbench Spark Connectors server Dev Tools & CI	46	2 marketplaces	—
26	Holistics Development server Dev Tools & CI	44	1 marketplaces	active
27	Honeydew server Dev Tools & CI	44	1 marketplaces	active
28	Honeydew AI server Dev Tools & CI	44	1 marketplaces	active
29	Sap Abap Cds server AI & Agents	42	1 marketplaces	—
30	Sap Btp Master Data Integration server AI & Agents	42	1 marketplaces	—
31	Sap Datasphere server AI & Agents	42	1 marketplaces	—
32	Sap Hana Cloud Data Intelligence server AI & Agents	42	1 marketplaces	—
33	Athena Dev Plugin server Dev Tools & CI	40	0 ★	active
·	Cdo Review skill Dev Tools & CI	not scored yet	23k ★	active
·	Chief Data Officer Advisor skill Data & Analytics	not scored yet	23k ★	active
·	Senior Data Engineer skill Dev Tools & CI	not scored yet	23k ★	active
·	Snowflake Development skill Dev Tools & CI	not scored yet	23k ★	active
·	Universal Scraping Architect skill Productivity	not scored yet	23k ★	active

Who does this work

O*NET records this as a core process step for 16 occupations, including Appraisers of Personal and Business Property, Bioinformatics Scientists, Bioinformatics Technicians, Biostatisticians, Business Intelligence Analysts, Clinical Data Managers, Data Warehousing Specialists, Database Administrators, Database Architects, File Clerks and others.

Recorded there as: "Create databases to store electronic data" / "Develop data analysis or data management procedures" / "Develop technical or scientific databases". We publish it under the name practitioners use.

Other work

Agent configuration Agent development Animation and generated imagery Application development Attribution Bookkeeping Browser automation Code review Content marketing Contract review Copy editing Copywriting Dashboards and reporting Data quality Database access Debugging Design critique Document production Exploratory data analysis Financial modelling Incident response Infrastructure and deployment Knowledge management Literature review Market analysis Messaging and email Model evaluation Observability PRDs and specs Process automation Product strategy Project management Prompt engineering Query optimisation Regulatory compliance Retrieval systems Risk assessment SEO Sales pipeline Scientific research Security review Software architecture Statistical modelling Technical documentation Test automation Training material User research Video editing Visual design Web development Web research Web scraping

Occupational data from the O*NET 30.3 Database by the U.S. Department of Labor, Employment and Training Administration, used under CC BY 4.0. tashan consolidated its process steps into the terms practitioners use; O*NET does not endorse this site.

See the full Index ›