What is the best MCP servers and plugin for a data analyst?

By tashan's measured score the highest-ranked for this work are MongoDB, DuckDB Skills, Growthbook · growthbook, Spotify Ads API, Statsclaw. The score combines upkeep and freshness, gated by real adoption; every input is public and linked to its source.

Are these audited for security?

Every capability tashan measures is checked against the OSV advisory database at the version you would install today, for install-time scripts, for build provenance, and for the permission surface its declared dependencies reach. The existence of a finding is always free to see. The audit reads public evidence only and never executes anything, so an empty result means nothing was declared, never that nothing is possible.

The Index · By job · Data analyst

MCP servers & plugins for data analyst, ranked

Q: What work does this cover?

A data analyst here is the union of the tasks that job performs — database access, exploratory data analysis, dashboards and reporting, statistical modelling, attribution — so a capability appears if it is measured against any of them. 200 capabilities qualify today.

tashan measures 200 capabilities against the work a data analyst actually does: database access, exploratory data analysis, dashboards and reporting, statistical modelling, attribution. Ranked on public evidence alone: upkeep, freshness and real adoption. How we measure ›

The stack for this job

One pick per task, taken from the ranking below. Best fit first, then how well it documents itself, then the tashan score.

Database accessMongoDB84 Exploratory data analysisGeosql68 Dashboards and reportingPowerbi Modeling73

#	Capability	tashan	Evidence	Health
1	MongoDB primary npm deep	84	56k/wk	active
2	DuckDB Skills primary plugin deep	58	523 ★	active
3	Growthbook · growthbook primary plugin deep	58	18 ★	active
4	Spotify Ads API primary plugin deep	58	14 ★	active
5	Statsclaw primary plugin deep	53	87 ★	active
6	Supabase primary npm solid	98	112k/wk	active
7	Dbhub primary npm solid	80	12k/wk	active
8	Powerbi Modeling primary npm ✓ Microsoft solid	73	5k/wk	active
9	Geosql primary plugin solid	68	558 ★	active
10	Posthog primary plugin solid	64	64 ★	active
11	Datarobot Agent Skills primary plugin solid	62	23 ★	active
12	BigQuery Data Analytics primary plugin ✓ Google solid	60	47 ★	active
13	Census primary npm solid	60	386/wk	active
14	Sentio AI Kit primary plugin solid	58	100 ★	active
15	Microcharts primary npm solid	58	315/wk	active
16	Probabl Skills primary plugin solid	57	74 ★	active
17	Stata primary npm solid	50	87/wk	active
18	Pigment primary plugin solid	50	12 ★	active
19	Altertable primary plugin solid	49	7 ★	active
20	Gyoshu primary plugin solid	49	240 ★	stable
21	Alation primary plugin solid	48	6 ★	active
22	Everyday Causal Skills primary plugin solid	45	59 ★	active
23	Qmt Skills primary plugin solid	43	151 ★	active
24	Adspirer Ads Agent primary plugin solid	43	3 ★	active
25	Qsv Data Wrangling primary plugin	72	4k ★	active
26	Monday CRM primary plugin	70	417 ★	active
27	NexQL Postgres primary npm	60	367/wk	active
28	Grafana Assistant primary plugin	50	4 marketplaces	—
29	Grafana · grafana primary plugin	48	3 marketplaces	—
30	Chart · @bicharts primary npm	48	70/wk	active
31	Fullstory primary plugin	46	2 marketplaces	—
32	Windsor AI primary plugin	45	0 ★	active
33	Skillmeter primary plugin	45	2 ★	active
34	Marcopolo primary plugin	43	1 ★	active
35	Rill primary plugin	43	0 ★	active
36	Idmp Plugin primary plugin	42	2 ★	active
37	Sap Hana CLI primary plugin	42	1 marketplaces	—
38	Sap Sqlscript primary plugin	42	1 marketplaces	—
39	Sap Sac Custom Widget primary plugin	42	1 marketplaces	—
40	Sap Sac Planning primary plugin	42	1 marketplaces	—
41	Sap Sac Scripting primary plugin	42	1 marketplaces	—
42	Sap Hana Cloud Data Intelligence primary plugin	42	1 marketplaces	—
43	Sap Hana Ml primary plugin	42	1 marketplaces	—
44	AI Analyst Plugin primary plugin	41	1 ★	active
45	Insight Blueprint primary plugin	40	0 ★	active
46	Ts Ddd Repository primary plugin	39	1 marketplaces	active
47	Ts Query Cqrs primary plugin	39	1 marketplaces	active
48	Holistics Reporting primary plugin	39	1 marketplaces	active
49	Honeydew primary plugin	39	1 marketplaces	active
50	Honeydew AI primary plugin	39	1 marketplaces	active
51	Holistics Development primary plugin	39	1 marketplaces	active
52	SQLite Npx primary npm	34	2k/wk	abandoned
·	Postgres · modelcontextprotocol primary npm ✓ Anthropic deprecated	not scored yet	78k/wk	abandoned
54	MySQL primary npm thin	65	11k/wk	active
55	Looker primary plugin ✓ Google thin	62	52 ★	active
56	Amplitude primary plugin thin	61	30 ★	active
57	Preset CLI Skills primary plugin thin	56	10 ★	active
58	ClickHouse · clickhouse primary plugin thin	54	5 ★	active
59	Supply Chain Skills primary plugin thin	50	51 ★	active
60	Noibu primary plugin thin	50	5 ★	active
61	Fullstory · fullstorydev primary plugin thin	44	9 ★	active
62	Samarth Gtm supporting npm deep	66	2k/wk	active
63	Flint Chart supporting npm ✓ Microsoft deep	63	1k/wk	active
64	Infrawise supporting npm deep	61	416/wk	active
65	Ellmos Controlcenter supporting npm deep	57	510/wk	active
66	Read Only Local Postgres supporting npm deep	56	163/wk	active
67	Mssql · vicagbasi supporting npm deep	55	2k/wk	active
68	Mssql · BYMCS supporting npm deep	53	664/wk	active
69	Scopewalker supporting npm deep	53	370/wk	active
70	Infino AI supporting npm deep	52	180/wk	active
71	Apple Podcasts supporting npm deep	50	248/wk	active
72	Postgres · kristofer84 supporting npm deep	49	793/wk	active
73	DB Access supporting npm deep	43	59/wk	active
74	Op3 supporting npm deep	40	52/wk	active
75	Transistor supporting npm deep	40	42/wk	active
76	Toggl supporting npm deep	37	48/wk	active
77	Run402 supporting npm solid	72	4k/wk	active
78	Postgres · henkey supporting npm solid	69	1k/wk	active
79	Excalidraw supporting npm solid	65	2k/wk	active
80	PostgreSQL (hardened, read-only) supporting npm solid	61	799/wk	active
81	Read Only Local MySQL supporting npm solid	61	203/wk	active
82	Docs Skills supporting npm solid	60	371/wk	active
83	Mssql supporting npm solid	59	516/wk	active
84	Sqemo supporting npm solid	58	316/wk	active
85	Dm8 supporting npm solid	57	409/wk	active
86	Slickfast supporting npm solid	57	334/wk	active
87	Appfigures supporting npm solid	55	159/wk	active
88	SQLite · jparkerweb supporting npm solid	54	549/wk	active
89	Ainative Postgres supporting npm solid	53	632/wk	active
90	Redash · seob717 supporting npm solid	53	398/wk	active
91	DB Connect supporting npm solid	53	142/wk	active
92	Nevent supporting npm solid	53	210/wk	active
93	Ainative Gtm supporting npm solid	51	124/wk	active
94	Yandex Metrica · BoxLab-Ltd supporting npm solid	48	146/wk	active
95	Dashboards supporting npm solid	48	212/wk	active
96	Rolli supporting npm solid	47	148/wk	active
97	Humansurvey supporting npm solid	47	60/wk	active
98	Dashboardbase supporting npm solid	46	136/wk	active
99	Metaengine supporting npm solid	45	60/wk	active
100	Tabler supporting npm solid	43	75/wk	active
101	Chartforge supporting npm solid	42	111/wk	active
102	Androidapi supporting npm solid	41	55/wk	active
103	Sqlike supporting npm solid	41	39/wk	active
104	Yandex Metrika · theyahia supporting npm solid	35	85/wk	active
105	Memlab supporting npm	74	3k/wk	active
106	Analytics supporting npm	73	2k/wk	active
107	Thingd supporting npm	68	1k/wk	active
108	Runner supporting npm	66	1k/wk	active
109	Claudestat supporting npm	65	597/wk	active
110	Grafana supporting npm	64	670/wk	active
111	SQL Preview supporting npm	63	782/wk	active
112	Data Studio supporting npm	63	460/wk	active
113	Kibana supporting npm	61	1k/wk	active
114	Graph It Live supporting npm	60	465/wk	active
115	Seedfast supporting npm	59	421/wk	active
116	Umami supporting npm	59	352/wk	active
117	X402 Ads supporting npm	59	256/wk	active
118	Claude Memory Layer supporting npm	59	289/wk	active
119	Mongo supporting npm	58	649/wk	active
120	MySQL · berthojoris supporting npm	58	509/wk	active
121	QuestDB Web Console supporting npm	58	101/wk	active
122	Mssql · piyapat supporting npm	57	370/wk	active
123	DB supporting npm	57	212/wk	active
124	Cloudarch supporting npm	57	344/wk	active
125	Motherduck Skills supporting plugin	56	53 ★	active
126	DB Gateway supporting npm	56	533/wk	active
127	Ae supporting npm	56	394/wk	active
128	Agentic Kdd supporting npm	56	243/wk	active
129	SAP HANA CLI supporting npm	55	428/wk	active
130	Midplane supporting npm	55	387/wk	active
131	Sap Abap SQL supporting npm	54	440/wk	active
132	Code Context supporting npm	54	258/wk	active
133	Analyga supporting npm	54	78/wk	active
134	Ops supporting npm	54	46/wk	active
135	Nichedb supporting npm	54	38/wk	active
136	Agentic Mermaid supporting npm	54	313/wk	active
137	Klaviyo supporting npm	54	180/wk	active
138	Metabase · serdnaley supporting npm	53	50k/wk	active
139	Hevy Coach supporting npm	52	305/wk	active
140	Google Analytics · mindstone supporting npm	52	262/wk	active
141	Databazaar supporting npm	52	240/wk	active
142	Salesforce Cloud supporting npm	52	60/wk	active
143	MySQL Client supporting npm	51	171/wk	active
144	Sqlserver supporting npm	51	82/wk	active
145	Argon supporting npm	51	49/wk	active
146	DBConvert Streams (Federated SQL) supporting npm	50	75/wk	active
147	Squish Memory supporting npm	49	132/wk	active
148	Schema Designer supporting npm	49	132/wk	active
149	Legal Doc Analyzer supporting npm	49	139/wk	active
150	Social Media Analytics supporting npm	49	139/wk	active

Recently changed in Data analyst

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

2026-08-05 Postgres · modelcontextprotocol — @modelcontextprotocol/server-postgres was marked deprecated on npm
2026-08-05 Sqemo — sqemo now reaches database
2026-08-10 Samarth Gtm — samarth-gtm-mcp now reaches cloud, credentials
2026-08-10 Mssql · vicagbasi — mssql-mcp-server now reaches credentials

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Showing the top 150 of 200 — the rest are on the Index, filterable by this job.

80 of these are graded against their own documentation. The rest carry adoption and upkeep signal only. We publish what is measured and name what is not.

The work behind this job

Database access Exploratory data analysis Dashboards and reporting Statistical modelling Attribution

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