# What to use for dashboards and reporting

> 'Reporting' and 'dashboards' — the recurring numbers leadership reads. 'analytics' scored higher (115) but names a field, not a step.

Source: https://tashan.sh/task/dashboards-and-reporting.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 | [Powerbi Modeling](https://tashan.sh/capability/pkg-microsoft-powerbi-modeling-mcp.html) | 73 | 5k/wk | active |
| 2 | [Posthog](https://tashan.sh/capability/plugin-posthog-ai-plugin-posthog.html) | 64 | 64 ★ | active |
| 3 | [Sentio AI Kit](https://tashan.sh/capability/plugin-sentioxyz-sentio-ai-kit-sentio-ai-kit.html) | 58 | 100 ★ | active |
| 4 | [Microcharts](https://tashan.sh/capability/pkg-microcharts-mcp.html) | 58 | 315/wk | active |
| 5 | [Pigment](https://tashan.sh/capability/plugin-gopigment-ai-plugins-pigment.html) | 50 | 12 ★ | active |
| 6 | [Altertable](https://tashan.sh/capability/plugin-altertable-ai-skills-altertable.html) | 49 | 7 ★ | active |
| 7 | [Qsv Data Wrangling](https://tashan.sh/capability/plugin-dathere-qsv-qsv-data-wrangling.html) | 72 | 4k ★ | active |
| 8 | [Monday CRM](https://tashan.sh/capability/plugin-mondaycom-mcp-monday-crm.html) | 70 | 417 ★ | active |
| 9 | [Grafana Assistant](https://tashan.sh/capability/plugin-grafana-ai-marketplace-grafana-assistant.html) | 50 | 4 marketplaces | — |
| 10 | [Grafana · grafana](https://tashan.sh/capability/plugin-grafana-ai-marketplace-grafana-mcp.html) | 48 | 3 marketplaces | — |
| 11 | [Chart · @bicharts](https://tashan.sh/capability/pkg-bicharts-chart-mcp.html) | 48 | 70/wk | active |
| 12 | [Windsor AI](https://tashan.sh/capability/plugin-windsor-ai-claude-windsor-ai-plugin-windsor-ai.html) | 45 | 0 ★ | active |
| 13 | [Skillmeter](https://tashan.sh/capability/plugin-skillbench-ai-skillmeter-claude-code-marketplace-skillmeter.html) | 45 | 2 ★ | active |
| 14 | [Rill](https://tashan.sh/capability/plugin-rilldata-agent-skills-rill.html) | 43 | 0 ★ | active |
| 15 | [Sap Sac Custom Widget](https://tashan.sh/capability/plugin-andreafusar-https-github-com-secondsky-sap-skills-sap-sac-custom-widget.html) | 42 | 1 marketplaces | — |
| 16 | [Sap Sac Planning](https://tashan.sh/capability/plugin-andreafusar-https-github-com-secondsky-sap-skills-sap-sac-planning.html) | 42 | 1 marketplaces | — |
| 17 | [Sap Sac Scripting](https://tashan.sh/capability/plugin-andreafusar-https-github-com-secondsky-sap-skills-sap-sac-scripting.html) | 42 | 1 marketplaces | — |
| 18 | [AI Analyst Plugin](https://tashan.sh/capability/plugin-amar1404-ai-analyst-ai-analyst-plugin.html) | 41 | 1 ★ | active |
| 19 | [Holistics Development](https://tashan.sh/capability/plugin-holistics-skills-holistics-development.html) | 39 | 1 marketplaces | active |
| 20 | [Holistics Reporting](https://tashan.sh/capability/plugin-holistics-skills-holistics-reporting.html) | 39 | 1 marketplaces | active |
| 21 | [Looker](https://tashan.sh/capability/plugin-gemini-cli-extensions-looker-looker.html) | 62 | 52 ★ | active |
| 22 | [Amplitude](https://tashan.sh/capability/plugin-amplitude-mcp-marketplace-amplitude.html) | 61 | 30 ★ | active |
| 23 | [Preset CLI Skills](https://tashan.sh/capability/plugin-preset-io-agent-skills-preset-cli-skills.html) | 56 | 10 ★ | active |
| 24 | [Flint Chart](https://tashan.sh/capability/pkg-flint-chart-mcp.html) | 63 | 1k/wk | active |
| 25 | [Ellmos Controlcenter](https://tashan.sh/capability/pkg-ellmos-controlcenter-mcp.html) | 57 | 510/wk | active |
| 26 | [Toggl](https://tashan.sh/capability/pkg-verygoodplugins-mcp-toggl.html) | 37 | 48/wk | active |
| 27 | [Excalidraw](https://tashan.sh/capability/pkg-mcp-excalidraw-server.html) | 65 | 2k/wk | active |
| 28 | [Slickfast](https://tashan.sh/capability/pkg-slickfast-mcp.html) | 57 | 334/wk | active |
| 29 | [Redash · seob717](https://tashan.sh/capability/pkg-redash-mcp.html) | 53 | 398/wk | active |
| 30 | [Dashboards](https://tashan.sh/capability/pkg-mcp-dashboards.html) | 48 | 212/wk | active |
| 31 | [Dashboardbase](https://tashan.sh/capability/pkg-dashboardbase-mcp.html) | 46 | 136/wk | active |
| 32 | [Tabler](https://tashan.sh/capability/pkg-tabler-mcp-server.html) | 43 | 75/wk | active |
| 33 | [Chartforge](https://tashan.sh/capability/pkg-chartforge-mcp.html) | 42 | 111/wk | active |
| 34 | [Thingd](https://tashan.sh/capability/pkg-thingd-cli.html) | 68 | 1k/wk | active |
| 35 | [Grafana](https://tashan.sh/capability/pkg-dockndevai-mcp-grafana.html) | 64 | 670/wk | active |
| 36 | [Kibana](https://tashan.sh/capability/pkg-tocharianou-mcp-server-kibana.html) | 61 | 1k/wk | active |
| 37 | [Graph It Live](https://tashan.sh/capability/pkg-magic5644-graph-it-live.html) | 60 | 465/wk | active |
| 38 | [Claude Memory Layer](https://tashan.sh/capability/pkg-claude-memory-layer.html) | 59 | 289/wk | active |
| 39 | [Cloudarch](https://tashan.sh/capability/pkg-cloud-arch-mcp-server.html) | 57 | 344/wk | active |
| 40 | [Agentic Kdd](https://tashan.sh/capability/pkg-agentic-kdd.html) | 56 | 243/wk | active |

Showing the top 40 of 56. The full ranked shelf is at https://tashan.sh/task/dashboards-and-reporting.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.