# What to use for exploratory data analysis

> 'EDA' — the first honest look at a dataset before any modelling.

Source: https://tashan.sh/task/exploratory-data-analysis.html
Ranked by fit for the task, then how well it documents itself, then the tashan score
  (upkeep and freshness, gated by real adoption). Public evidence only — nothing paid can
  change a rank. Method: https://tashan.sh/methodology.html

## Ranked

| # | Capability | tashan score | Adoption evidence | Activity |
|---|---|---|---|---|
| 1 | [DuckDB Skills](https://tashan.sh/capability/plugin-duckdb-duckdb-skills-duckdb-skills.html) | 58 | 523 ★ | active |
| 2 | [Geosql](https://tashan.sh/capability/plugin-dekart-xyz-geosql-geosql.html) | 68 | 558 ★ | active |
| 3 | [BigQuery Data Analytics](https://tashan.sh/capability/plugin-gemini-cli-extensions-bigquery-data-analytics-bigquery-data-analytics.html) | 60 | 47 ★ | active |
| 4 | [Census](https://tashan.sh/capability/pkg-cyanheads-census-mcp-server.html) | 60 | 386/wk | active |
| 5 | [Stata](https://tashan.sh/capability/pkg-aliveranme-stata-mcp.html) | 50 | 87/wk | active |
| 6 | [Altertable](https://tashan.sh/capability/plugin-altertable-ai-skills-altertable.html) | 49 | 7 ★ | active |
| 7 | [Gyoshu](https://tashan.sh/capability/plugin-yeachan-heo-my-jogyo-gyoshu.html) | 49 | 240 ★ | stable |
| 8 | [Alation](https://tashan.sh/capability/plugin-alation-alation-plugins-alation.html) | 48 | 6 ★ | active |
| 9 | [Qsv Data Wrangling](https://tashan.sh/capability/plugin-dathere-qsv-qsv-data-wrangling.html) | 72 | 4k ★ | active |
| 10 | [Fullstory](https://tashan.sh/capability/plugin-anthropics-claude-plugins-official-fullstory.html) | 46 | 2 marketplaces | — |
| 11 | [Marcopolo](https://tashan.sh/capability/plugin-immersa-co-marcopolo-plugin-marcopolo.html) | 43 | 1 ★ | active |
| 12 | [AI Analyst Plugin](https://tashan.sh/capability/plugin-amar1404-ai-analyst-ai-analyst-plugin.html) | 41 | 1 ★ | active |
| 13 | [Insight Blueprint](https://tashan.sh/capability/plugin-etoyama-insight-blueprint-insight-blueprint.html) | 40 | 0 ★ | active |
| 14 | [Holistics Reporting](https://tashan.sh/capability/plugin-holistics-skills-holistics-reporting.html) | 39 | 1 marketplaces | active |
| 15 | [Honeydew](https://tashan.sh/capability/plugin-honeydew-ai-honeydew-ai-coding-agents-plugins-honeydew.html) | 39 | 1 marketplaces | active |
| 16 | [Honeydew AI](https://tashan.sh/capability/plugin-honeydew-ai-honeydew-ai-coding-agents-plugins-honeydew-ai.html) | 39 | 1 marketplaces | active |
| 17 | [Amplitude](https://tashan.sh/capability/plugin-amplitude-mcp-marketplace-amplitude.html) | 61 | 30 ★ | active |
| 18 | [ClickHouse · clickhouse](https://tashan.sh/capability/plugin-clickhouse-clickhouse-claude-code-plugin-clickhouse.html) | 54 | 5 ★ | active |
| 19 | [Fullstory · fullstorydev](https://tashan.sh/capability/plugin-fullstorydev-fullstory-skills-fullstory.html) | 44 | 9 ★ | active |
| 20 | [Samarth Gtm](https://tashan.sh/capability/pkg-samarth-gtm-mcp.html) | 66 | 2k/wk | active |
| 21 | [Scopewalker](https://tashan.sh/capability/pkg-scopewalker-mcp.html) | 53 | 370/wk | active |
| 22 | [Apple Podcasts](https://tashan.sh/capability/pkg-conorbronsdon-apple-podcasts-mcp.html) | 50 | 248/wk | active |
| 23 | [Op3](https://tashan.sh/capability/pkg-conorbronsdon-op3-mcp.html) | 40 | 52/wk | active |
| 24 | [Transistor](https://tashan.sh/capability/pkg-transistor-mcp.html) | 40 | 42/wk | active |
| 25 | [Docs Skills](https://tashan.sh/capability/pkg-docs-skills.html) | 60 | 371/wk | active |
| 26 | [Appfigures](https://tashan.sh/capability/pkg-appfigures-cli.html) | 55 | 159/wk | active |
| 27 | [Nevent](https://tashan.sh/capability/pkg-mcp-nevent.html) | 53 | 210/wk | active |
| 28 | [Ainative Gtm](https://tashan.sh/capability/pkg-ainative-gtm-mcp.html) | 51 | 124/wk | active |
| 29 | [Yandex Metrica · BoxLab-Ltd](https://tashan.sh/capability/pkg-yandex-metrica-mcp.html) | 48 | 146/wk | active |
| 30 | [Rolli](https://tashan.sh/capability/pkg-rolli-mcp.html) | 47 | 148/wk | active |
| 31 | [Yandex Metrika · theyahia](https://tashan.sh/capability/pkg-theyahia-yandex-metrika-mcp.html) | 35 | 85/wk | active |
| 32 | [Memlab](https://tashan.sh/capability/pkg-memlab-mcp-server.html) | 74 | 3k/wk | active |
| 33 | [Analytics](https://tashan.sh/capability/pkg-armature-tech-mcp-analytics.html) | 73 | 2k/wk | active |
| 34 | [Claudestat](https://tashan.sh/capability/pkg-statforge-claudestat.html) | 65 | 597/wk | active |
| 35 | [Umami](https://tashan.sh/capability/pkg-asif2bd-umami-mcp.html) | 59 | 352/wk | active |
| 36 | [X402 Ads](https://tashan.sh/capability/pkg-forgemeshlabs-x402-ads-mcp.html) | 59 | 256/wk | active |
| 37 | [Motherduck Skills](https://tashan.sh/capability/plugin-motherduckdb-agent-skills-motherduck-skills.html) | 56 | 53 ★ | active |
| 38 | [Analyga](https://tashan.sh/capability/pkg-analyga.html) | 54 | 78/wk | active |
| 39 | [Ops](https://tashan.sh/capability/pkg-uluops-ops-mcp.html) | 54 | 46/wk | active |
| 40 | [Nichedb](https://tashan.sh/capability/pkg-profullstack-nichedb.html) | 54 | 38/wk | active |

Showing the top 40 of 61. The full ranked shelf is at https://tashan.sh/task/exploratory-data-analysis.html.

## What these numbers are not

- The tashan score measures upkeep, freshness and adoption. It is **not** a security
  verdict and **not** a measure of whether the capability works well.
- `not scored` means too little public evidence to rank, never that something is bad.
- The security audit is separate and free per capability, on each page above.