The Index · By job · Data analyst
MCP servers for data analyst, ranked
tashan measures 74 capabilities against the work a data analyst actually does — dashboards and reporting, exploratory data analysis, statistical modelling, attribution, database access — and ranks them on public evidence alone: upkeep, freshness and real adoption. How we measure ›
| # | Capability | tashan | Evidence | Health |
|---|---|---|---|---|
| 1 | Data & Analytics | 77 | 4k ★ | active |
| 2 | Productivity | 72 | 417 ★ | active |
| 3 | Geosql server Dev Tools & CI | 72 | 558 ★ | active |
| 4 | Posthog server Dev Tools & CI | 69 | 64 ★ | active |
| 5 | Data & Analytics | 68 | 47 ★ | active |
| 6 | Dev Tools & CI | 67 | 52 ★ | active |
| 7 | Design | 66 | 30 ★ | active |
| 8 | Data & Analytics | 65 | 100 ★ | active |
| 9 | Dev Tools & CI | 65 | 23 ★ | active |
| 10 | Dev Tools & CI | 64 | 74 ★ | active |
| 11 | Dev Tools & CI | 63 | 523 ★ | active |
| 12 | Data & Analytics | 62 | 14 ★ | active |
| 13 | Productivity | 61 | 10 ★ | active |
| 14 | Design | 61 | 40 ★ | active |
| 15 | Dev Tools & CI | 60 | 87 ★ | active |
| 16 | Dev Tools & CI | 59 | 18 ★ | active |
| 17 | Database | 56 | 5 ★ | active |
| 18 | Data & Analytics | 55 | 12 ★ | active |
| 19 | Data & Analytics | 55 | 7 ★ | active |
| 20 | Security | 55 | 51 ★ | active |
| 21 | Data & Analytics | 54 | 6 ★ | active |
| 22 | Everyday Causal Skills server Dev Tools & CI | 53 | 59 ★ | active |
| 23 | Noibu server Data & Analytics | 52 | 5 ★ | active |
| 24 | Skillmeter server Dev Tools & CI | 50 | 2 ★ | active |
| 25 | Gyoshu server Productivity | 50 | 240 ★ | active |
| 26 | Qmt Skills server Communication | 50 | 151 ★ | active |
| 27 | Fullstory server Data & Analytics | 49 | 9 ★ | active |
| 28 | Windsor AI server Data & Analytics | 48 | 0 ★ | active |
| 29 | Marcopolo server Dev Tools & CI | 48 | 1 ★ | active |
| 30 | Dev Lifecycle server Dev Tools & CI | 48 | 1 ★ | active |
| 31 | Grafana Assistant server Dev Tools & CI | 46 | 2 marketplaces | — |
| 32 | Grafana server Dev Tools & CI | 46 | 2 marketplaces | — |
| 33 | AI Analyst Plugin server Data & Analytics | 46 | 1 ★ | active |
| 34 | Adspirer Ads Agent server Data & Analytics | 46 | 3 ★ | active |
| 35 | Insight Blueprint server Dev Tools & CI | 45 | 0 ★ | active |
| 36 | Rill server Dev Tools & CI | 44 | 0 ★ | active |
| 37 | Holistics Development server Dev Tools & CI | 44 | 1 marketplaces | active |
| 38 | Holistics Reporting server Data & Analytics | 44 | 1 marketplaces | active |
| 39 | Honeydew server Dev Tools & CI | 44 | 1 marketplaces | active |
| 40 | Honeydew AI server Dev Tools & CI | 44 | 1 marketplaces | active |
| 41 | Idmp Plugin server Dev Tools & CI | 44 | 2 ★ | active |
| 42 | Ts Ddd Repository server Productivity | 44 | 1 marketplaces | active |
| 43 | Ts Query Cqrs server Communication | 44 | 1 marketplaces | active |
| 44 | Sap Sac Custom Widget server Dev Tools & CI | 42 | 1 marketplaces | — |
| 45 | Sap Sac Planning server AI & Agents | 42 | 1 marketplaces | — |
| 46 | Sap Sac Scripting server Dev Tools & CI | 42 | 1 marketplaces | — |
| 47 | Fullstory · anthropics server Data & Analytics | 42 | 1 marketplaces | — |
| 48 | AI & Agents | 42 | 1 marketplaces | — |
| 49 | Sap Hana Ml server AI & Agents | 42 | 1 marketplaces | — |
| 50 | Sap Hana CLI · AndreaFusar server AI & Agents | 42 | 1 marketplaces | — |
| 51 | Sap Sqlscript server Dev Tools & CI | 42 | 1 marketplaces | — |
| 52 | Email Analytics server Data & Analytics | 40 | 1 marketplaces | active |
| 53 | Thinking server AI & Agents | 36 | 1 marketplaces | active |
| · | Productivity | not scored yet | 33k ★ | active |
| · | Productivity | not scored yet | 33k ★ | active |
| · | Productivity | not scored yet | 164k ★ | active |
| · | Productivity | not scored yet | 164k ★ | active |
| · | Campaign Analytics skill Data & Analytics | not scored yet | 23k ★ | active |
| · | Social Media Analyzer skill Data & Analytics | not scored yet | 23k ★ | active |
| · | Product Analytics skill Data & Analytics | not scored yet | 23k ★ | active |
| · | Excel Automation skill Productivity | not scored yet | 70k ★ | active |
| · | Googleads Automation skill Data & Analytics | not scored yet | 70k ★ | active |
| · | Senior Data Scientist skill Dev Tools & CI | not scored yet | 23k ★ | active |
| · | Data Quality Auditor skill Dev Tools & CI | not scored yet | 23k ★ | active |
| · | Productivity | not scored yet | 70k ★ | active |
| · | Senior Computer Vision skill AI & Agents | not scored yet | 23k ★ | active |
| · | Statistical Analyst skill Dev Tools & CI | not scored yet | 23k ★ | active |
| · | Ab Test Setup skill Dev Tools & CI | not scored yet | 23k ★ | active |
| · | Experiment Designer skill Dev Tools & CI | not scored yet | 23k ★ | active |
| · | Clinical Research skill Security | not scored yet | 23k ★ | active |
| · | Analytics Tracking skill Productivity | not scored yet | 23k ★ | active |
| · | Paid Ads skill Data & Analytics | not scored yet | 23k ★ | active |
| · | Snowflake Development skill Dev Tools & CI | not scored yet | 23k ★ | active |
| · | SQL Database Assistant skill Dev Tools & CI | not scored yet | 23k ★ | active |
19 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.