What is the best MCP server or skill for dashboards and reporting?

By tashan's measured score: Qsv Data Wrangling, Monday CRM, Posthog, Looker, Amplitude. the score combines upkeep and freshness, gated by real adoption — every input is public and re-derivable, and no ranking position can be purchased.

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 31 capabilities for this work and ranks them by tashan score — a transparent composite of upkeep, freshness and real adoption. How we measure ›

#	Capability	tashan	Evidence	Health
1	Qsv Data Wrangling server solid Data & Analytics	77	4k ★	active
2	Monday CRM server solid Productivity	72	417 ★	active
3	Posthog server Dev Tools & CI	69	64 ★	active
4	Looker server ✓ Google thin Dev Tools & CI	67	52 ★	active
5	Amplitude server thin Design	66	30 ★	active
6	Sentio AI Kit server solid Data & Analytics	65	100 ★	active
7	Preset CLI Skills server thin Productivity	61	10 ★	active
8	Openhop server solid Design	61	40 ★	active
9	Pigment server solid Data & Analytics	55	12 ★	active
10	Altertable server solid Data & Analytics	55	7 ★	active
11	Skillmeter server Dev Tools & CI	50	2 ★	active
12	Windsor AI server Data & Analytics	48	0 ★	active
13	Grafana Assistant server Dev Tools & CI	46	2 marketplaces	—
14	Grafana server Dev Tools & CI	46	2 marketplaces	—
15	AI Analyst Plugin server Data & Analytics	46	1 ★	active
16	Rill server Dev Tools & CI	44	0 ★	active
17	Holistics Development server Dev Tools & CI	44	1 marketplaces	active
18	Holistics Reporting server Data & Analytics	44	1 marketplaces	active
19	Sap Sac Custom Widget server Dev Tools & CI	42	1 marketplaces	—
20	Sap Sac Planning server AI & Agents	42	1 marketplaces	—
21	Sap Sac Scripting server Dev Tools & CI	42	1 marketplaces	—
22	Email Analytics server Data & Analytics	40	1 marketplaces	active
·	Receipts skill ✓ Anthropic Productivity	not scored yet	33k ★	active
·	Session Report skill ✓ Anthropic Productivity	not scored yet	33k ★	active
·	Pptx skill ✓ Anthropic Productivity	not scored yet	164k ★	active
·	Xlsx · anthropics skill ✓ Anthropic 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

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.

Other work

Agent configuration Agent development Animation and generated imagery Application development Attribution Bookkeeping Browser automation Code review Content marketing Contract review Copy editing Copywriting Data pipelines Data quality Database access Debugging Design critique Document production Exploratory data analysis Financial modelling Incident response Infrastructure and deployment Knowledge management Literature review Market analysis Messaging and email Model evaluation Observability PRDs and specs Process automation Product strategy Project management Prompt engineering Query optimisation 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 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.

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