What is the best MCP servers and plugin for data pipelines?

By tashan's measured score: Ckan, Oe, Orchestra, ClickHouse Best Practices, Databricks. the score combines upkeep and freshness, gated by real adoption — every input is public and linked to its source.

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 42 capabilities for this work. Ranked on upkeep, freshness and real adoption, every input public. How we measure ›

#	Capability	tashan	Evidence	Health
1	Ckan primary npm deep	64	774/wk	active
2	Oe primary npm deep	63	837/wk	active
3	Orchestra primary plugin deep	50	9 ★	active
4	ClickHouse Best Practices primary plugin solid	71	498 ★	active
5	Databricks primary plugin solid	69	228 ★	active
6	Data Agent Kit Starter Pack primary plugin ✓ Google solid	68	151 ★	active
7	Open Ontologies primary plugin solid	63	212 ★	active
8	Datarobot Agent Skills primary plugin solid	62	23 ★	active
9	Datahub Skills primary plugin solid	61	34 ★	active
10	Snowflake Cortex Code primary plugin solid	60	32 ★	active
11	Sentio AI Kit primary plugin solid	58	100 ★	active
12	Dataproc primary plugin ✓ Google solid	47	1 ★	active
13	Deepread primary plugin solid	44	4 ★	active
14	Daft primary plugin	73	6k ★	active
15	AWS Data Analytics primary plugin	48	3 marketplaces	—
16	Oracle AI Data Platform Workbench Spark Connectors primary plugin	48	3 marketplaces	—
17	Astronomer Data Agents primary plugin	44	3 marketplaces	active
18	Data Engineering primary plugin	44	3 marketplaces	active
19	Marcopolo primary plugin	43	1 ★	active
20	Spiceai Skills primary plugin	42	3 ★	active
21	Sap Abap Cds primary plugin	42	1 marketplaces	—
22	Sap Btp Master Data Integration primary plugin	42	1 marketplaces	—
23	Sap Datasphere primary plugin	42	1 marketplaces	—
24	Sap Hana Cloud Data Intelligence primary plugin	42	1 marketplaces	—
25	Holistics Development primary plugin	39	1 marketplaces	active
26	Honeydew primary plugin	39	1 marketplaces	active
27	Honeydew AI primary plugin	39	1 marketplaces	active
28	Opendataloader PDF primary plugin	36	1 marketplaces	active
·	Oe · openenterprise primary npm deprecated	not scored yet	63/wk	abandoned
30	Atlan primary plugin thin	58	32 ★	active
31	Knowledge Catalog primary plugin ✓ Google thin	58	25 ★	active
32	Bigtable primary plugin ✓ Google thin	53	20 ★	active
33	Versori Skills primary plugin thin	51	12 ★	active
34	Scylladb primary plugin thin	48	6 ★	active
35	Altimate Code primary plugin thin	44	3 ★	active
36	Sales supporting npm solid	40	62/wk	active
37	Launch Kit supporting npm	67	2k/wk	active
38	Agentic Kdd supporting npm	56	243/wk	active
39	Moysklad supporting npm	44	100/wk	active
40	Bach Snowflake supporting npm	40	31/wk	active
41	Endgame supporting plugin	39	0 ★	active
·	Dpf It supporting npm deprecated	not scored yet	93/wk	abandoned

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.

Recently changed in Data pipelines

24 changes recorded here in the last 45 days, newest and most serious first.

2026-08-05 Oe · openenterprise — oe-mcp was marked deprecated on npm
2026-08-05 Oe · openenterprise — oe-mcp now runs a script when it installs
2026-08-10 Dpf It — mcp-server was marked deprecated on npm
2026-08-11 Launch Kit — @launchsecure/launch-kit now reaches database, network, shell

This page cannot know what you run. tashan doctor reads your own config and names which of these you have — Pro adds the history behind each, and what to move to.

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Other work

Agent configuration Agent development Animation and generated imagery Application development Attribution Audio production Audit Bookkeeping Browser automation CAD modelling Career development Code review Content marketing Contract review Copy editing Copywriting Customer support Dashboards and reporting Data quality Database access Debugging Design critique Document production Exploratory data analysis Financial modelling Hardware design Incident response Infrastructure and deployment Knowledge management Literature review Logistics and fulfilment ML engineering Market analysis Messaging and email Model evaluation Observability PRDs and specs Performance optimisation Process automation Product strategy Project management Prompt engineering Query optimisation Recruiting and hiring 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 Version control 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 ›

tashan Pro$6/mo

24 changes across Data pipelines in the last 45 days. A new advisory, an install script appearing, a maintainer leaving. All listed free above. Pro keeps the series behind each row, so a number today comes with a direction.

The whole series behind any row, back to the first day we measured it
The replacement, named — not just the news that something died
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