The Index · By job · Data engineer

MCP servers for data engineer, ranked

tashan measures 76 capabilities against the work a data engineer actually does — data pipelines, query optimisation, data quality — and ranks them on public evidence alone: upkeep, freshness and real adoption. How we measure ›

#CapabilitytashanEvidenceHealth
1
Daft server
Dev Tools & CI
78
6k ★active
2
Whodb server solid
Database
78
5k ★active
3
ClickHouse Best Practices server solid
Dev Tools & CI
74
498 ★active
4
Databricks server solid
Dev Tools & CI
72
228 ★active
5
Codspeed server solid
Dev Tools & CI
72
235 ★active
6
Dataverse server ✓ Microsoft solid
Dev Tools & CI
72
184 ★active
7
Geosql server
Dev Tools & CI
72
558 ★active
8
Data Agent Kit Starter Pack server ✓ Google solid
Dev Tools & CI
71
151 ★active
9
MongoDB server thin
Dev Tools & CI
71
164 ★active
10
Opendataloader PDF server thin
Productivity
70
700 ★active
11
Neon server solid
Database
70
81 ★active
12
Open Ontologies server solid
Dev Tools & CI
69
212 ★active
13
BigQuery Data Analytics server ✓ Google solid
Data & Analytics
68
47 ★active
14
Monte Carlo Agent Toolkit server solid
Dev Tools & CI
68
90 ★active
15
Fiftyone server solid
Dev Tools & CI
67
37 ★active
16
Datahub Skills server solid
Productivity
66
34 ★active
17
Datarobot Agent Skills server solid
Dev Tools & CI
65
23 ★active
18
Snowflake Cortex Code server wrapper
Productivity
65
32 ★active
19
Sentio AI Kit server solid
Data & Analytics
65
100 ★active
20
Cloud SQL PostgreSQL server ✓ Google solid
Database
65
41 ★active
21
Firestore Native server ✓ Google thin
Database
65
30 ★active
22
Alloydb server ✓ Google solid
Database
64
22 ★active
23
Knowledge Catalog server ✓ Google thin
Data & Analytics
63
25 ★active
24
DuckDB Skills server deep
Dev Tools & CI
63
523 ★active
25
Spanner server ✓ Google thin
Dev Tools & CI
63
19 ★active
26
Atlan server
Data & Analytics
61
32 ★active
27
Oracledb server ✓ Google thin
Dev Tools & CI
61
10 ★active
28
Bigtable server ✓ Google thin
Database
60
20 ★active
29
Cloud SQL MySQL server ✓ Google solid
Database
59
11 ★active
30
Versori Skills server thin
Dev Tools & CI
57
12 ★active
31
Cloud SQL Sqlserver server ✓ Google solid
Dev Tools & CI
57
7 ★active
32
Akf server solid
Security
57
13 ★active
33
Hubspot Admin server solid
Productivity
57
56 ★active
34
Orchestra server deep
Dev Tools & CI
56
9 ★active
35
ClickHouse server thin
Database
56
5 ★active
36
Cockroachdb server deep
Database
55
3 ★active
37
Scylladb server thin
Dev Tools & CI
54
6 ★active
38
Alloydb Omni server ✓ Google solid
Security
54
4 ★active
39
Supabase · supabase-community server thin
Database
54
9 ★active
40
Alation server solid
Data & Analytics
54
6 ★active
41
Azure SQL Developer server ✓ Microsoft thin
Dev Tools & CI
53
6 ★active
42
Planetscale server thin
Data & Analytics
52
4 ★active
43
Azure Cosmos DB Assistant server ✓ Microsoft
Dev Tools & CI
51
2 ★active
44
Dataproc server ✓ Google
Dev Tools & CI
50
1 ★active
45
Deepread server
Security
50
4 ★active
46
Marcopolo server
Dev Tools & CI
48
1 ★active
47
Spiceai Skills server
Finance & Crypto
48
3 ★active
48
Altimate Code server
Database
47
3 ★active
49
Astronomer Data Agents server
Dev Tools & CI
46
2 marketplacesactive
50
AWS Data Analytics server
Data & Analytics
46
2 marketplaces—
51
Data Engineering server
Dev Tools & CI
46
2 marketplacesactive
52
Oracle AI Data Platform Workbench Spark Connectors server
Dev Tools & CI
46
2 marketplaces—
53
Perf server
Dev Tools & CI
45
2 ★active
54
Firefox DevTools server
Dev Tools & CI
45
1 marketplacesactive
55
Holistics Development server
Dev Tools & CI
44
1 marketplacesactive
56
Honeydew server
Dev Tools & CI
44
1 marketplacesactive
57
Honeydew AI server
Dev Tools & CI
44
1 marketplacesactive
58
Django Schema Design server
Database
44
1 marketplacesactive
59
Sap Abap Cds server
AI & Agents
42
1 marketplaces—
60
Sap Btp Master Data Integration server
AI & Agents
42
1 marketplaces—
61
Sap Datasphere server
AI & Agents
42
1 marketplaces—
62
Sap Hana Cloud Data Intelligence server
AI & Agents
42
1 marketplaces—
63
Sap Sqlscript server
Dev Tools & CI
42
1 marketplaces—
64
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
·
Database Designer skill
Database
not scored yet
23k ★active
·
Performance Profiler skill
Dev Tools & CI
not scored yet
23k ★active
·
SQL Database Assistant skill
Dev Tools & CI
not scored yet
23k ★active
·
Googlebigquery Automation skill
Productivity
not scored yet
70k ★active
·
Data Quality Auditor skill
Dev Tools & CI
not scored yet
23k ★active
·
Analytics Tracking skill
Productivity
not scored yet
23k ★active
·
Dadata Ru Automation skill
Productivity
not scored yet
70k ★active

39 of these have been expertise-graded against their own documentation; the rest carry adoption and upkeep signal only. We publish what is measured and say plainly what is not.

The work behind this job

Data pipelinesQuery optimisationData quality

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