What is the best MCP servers and plugin for dashboards and reporting?

By tashan's measured score: Powerbi Modeling, Posthog, Sentio AI Kit, Microcharts, Pigment. the score combines upkeep and freshness, gated by real adoption — every input is public and linked to its source.

Who does dashboards and reporting as part of their job?

This is a process step performed by Survey Researchers, per the O*NET 30.3 occupational database.

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 · Dashboards and reporting

Dashboards and reporting

'Reporting' and 'dashboards' — the recurring numbers leadership reads. 'analytics' scored higher (115) but names a field, not a step. tashan measures 56 capabilities for this work. Ranked on upkeep, freshness and real adoption, every input public. How we measure ›

#	Capability	tashan	Evidence	Health
1	Powerbi Modeling primary npm ✓ Microsoft solid	73	5k/wk	active
2	Posthog primary plugin solid	64	64 ★	active
3	Sentio AI Kit primary plugin solid	58	100 ★	active
4	Microcharts primary npm solid	58	315/wk	active
5	Pigment primary plugin solid	50	12 ★	active
6	Altertable primary plugin solid	49	7 ★	active
7	Qsv Data Wrangling primary plugin	72	4k ★	active
8	Monday CRM primary plugin	70	417 ★	active
9	Grafana Assistant primary plugin	50	4 marketplaces	—
10	Grafana · grafana primary plugin	48	3 marketplaces	—
11	Chart · @bicharts primary npm	48	70/wk	active
12	Windsor AI primary plugin	45	0 ★	active
13	Skillmeter primary plugin	45	2 ★	active
14	Rill primary plugin	43	0 ★	active
15	Sap Sac Custom Widget primary plugin	42	1 marketplaces	—
16	Sap Sac Planning primary plugin	42	1 marketplaces	—
17	Sap Sac Scripting primary plugin	42	1 marketplaces	—
18	AI Analyst Plugin primary plugin	41	1 ★	active
19	Holistics Development primary plugin	39	1 marketplaces	active
20	Holistics Reporting primary plugin	39	1 marketplaces	active
21	Looker primary plugin ✓ Google thin	62	52 ★	active
22	Amplitude primary plugin thin	61	30 ★	active
23	Preset CLI Skills primary plugin thin	56	10 ★	active
24	Flint Chart supporting npm ✓ Microsoft deep	63	1k/wk	active
25	Ellmos Controlcenter supporting npm deep	57	510/wk	active
26	Toggl supporting npm deep	37	48/wk	active
27	Excalidraw supporting npm solid	65	2k/wk	active
28	Slickfast supporting npm solid	57	334/wk	active
29	Redash · seob717 supporting npm solid	53	398/wk	active
30	Dashboards supporting npm solid	48	212/wk	active
31	Dashboardbase supporting npm solid	46	136/wk	active
32	Tabler supporting npm solid	43	75/wk	active
33	Chartforge supporting npm solid	42	111/wk	active
34	Thingd supporting npm	68	1k/wk	active
35	Grafana supporting npm	64	670/wk	active
36	Kibana supporting npm	61	1k/wk	active
37	Graph It Live supporting npm	60	465/wk	active
38	Claude Memory Layer supporting npm	59	289/wk	active
39	Cloudarch supporting npm	57	344/wk	active
40	Agentic Kdd supporting npm	56	243/wk	active
41	Agentic Mermaid supporting npm	54	313/wk	active
42	Klaviyo supporting npm	54	180/wk	active
43	Metabase · serdnaley supporting npm	53	50k/wk	active
44	Entrapulse Polyarchy supporting npm	48	78/wk	active
45	Midown supporting npm	48	47/wk	active
46	Sheet To Report supporting plugin	45	1 ★	active
47	Metabase · easecloudio supporting npm	45	496/wk	active
48	Pushtodisplay supporting npm	45	82/wk	active
49	Excalidraw MCP Sentinel supporting npm	44	65/wk	active
50	Graph Atlas supporting npm	44	30/wk	active
51	Claude Code Organizer · mcpware supporting npm	42	275/wk	active
52	Inspector · rolaca11 supporting npm	42	15/wk	active
53	Social Media Manager supporting npm	41	50/wk	active
54	Echart MCP View supporting npm	37	15/wk	active
55	Pirsch supporting npm	36	62/wk	active
56	Email Analytics supporting plugin	35	1 marketplaces	active

Who does this work

O*NET records this as a core process step for 1 occupations, including Survey Researchers.

Recorded there as: "Analyze data to inform operational decisions or activities" / "Prepare analytical reports" / "Prepare operational reports". We publish it under the name practitioners use.

Recently changed in Dashboards and reporting

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

2026-08-10 Toggl — @verygoodplugins/mcp-toggl now reaches credentials, network
2026-08-10 Excalidraw — mcp-excalidraw-server now reaches credentials
2026-08-10 Kibana — @tocharianou/mcp-server-kibana now reaches network
2026-08-10 Midown — @bentlyr/midown now reaches database

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 Data pipelines 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

50 changes across Dashboards and reporting 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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