What is the best data & analytics MCP server?

By tashan's measured score, the highest-ranked are Ookcite, Bar Observatory, Reqable, Regex Le, OpenStreetMap. the score combines upkeep and freshness, gated by real adoption — every input is public and linked to its source.

How many data & analytics MCP servers are there?

tashan currently measures 120 capabilities in this category out of its full tracked corpus. The count moves as servers are published and as adoption changes.

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 the server appears in real public agent configs. Nobody can pay to change a score, rank, or listing.

The Index · Data & Analytics

Data & Analytics MCP servers & plugins, ranked

Pipelines, analytics, spreadsheets, BI. tashan measures 120 capabilities here. Ranked on upkeep, freshness and real adoption, every input public. How we measure ›

#	Capability	tashan	Evidence	Health
1	Ookcite npm	54	130/wk	active
2	Bar Observatory plugin	53	20 ★	active
3	Reqable npm solid	53	417/wk	active
4	Regex Le npm	53	354/wk	active
5	OpenStreetMap npm	53	336/wk	active
6	mcp.film directory npm	53	334/wk	active
7	Moodle MCP Server Aql npm	53	333/wk	active
8	B2b Prospect Engine npm	53	329/wk	active
9	Dribba npm	53	287/wk	active
10	SEO Tools: Yandex Wordstat npm solid	53	256/wk	active
11	High Performance npm	53	242/wk	active
12	Flux Kontext npm solid	53	241/wk	active
13	three.ws Marketplace npm	53	224/wk	active
14	Replynodes npm	53	221/wk	active
15	Flux 2 npm solid	53	214/wk	active
16	Naver Search npm	53	184/wk	active
17	Codecartographer npm deep	53	183/wk	active
18	Aio Geo npm	53	173/wk	active
19	ZuckerBot — Meta Ads npm deep	53	172/wk	active
20	Open Meteo · cyanheads npm deep	53	157/wk	active
21	Kadam Net npm	53	144/wk	active
22	SEO Geo npm	53	136/wk	active
23	Sports npm	53	99/wk	active
24	Metabase CLI plugin	52	13 ★	active
25	Jedi Statusline plugin	52	15 ★	active
26	Google Analytics · mindstone npm	52	262/wk	active
27	Chewbr npm	52	215/wk	active
28	Store npm	52	194/wk	active
29	Meta Ad Library Monitor npm	52	185/wk	active
30	Dex Data npm	52	175/wk	active
31	Oecd npm	52	163/wk	active
32	Dealsurface npm	52	158/wk	active
33	Constellation npm thin	52	135/wk	active
34	Seerxo npm	52	126/wk	active
35	Nhtsa Vehicle Safety npm solid	52	108/wk	active
36	US Government Data npm	52	89/wk	active
37	Matihlabs npm solid	52	75/wk	active
38	Greynoise npm	52	71/wk	active
39	Shopify Multi Store npm	52	64/wk	active
40	Placeroot npm	52	56/wk	active
41	Zoominfo plugin solid	51	3 ★	active
42	SEO Mastery plugin	51	11 ★	active
43	Outreach npm	51	214/wk	active
44	Reddit Brand Presence Mapper npm	51	201/wk	active
45	Website npm	51	186/wk	active
46	Bluesky Brand Presence Mapper npm	51	182/wk	active
47	Keepa npm	51	181/wk	active
48	The Bot Wire npm solid	51	148/wk	active
49	Met npm	51	147/wk	active
50	Inavi Maps npm	51	143/wk	active
51	Metacritic npm solid	51	86/wk	active
52	Shopify · mgcrea npm	51	66/wk	active
53	Prometiam Company Data npm	51	60/wk	active
54	Rewind npm	51	53/wk	active
55	Misarreach npm	51	44/wk	active
56	Registry npm	51	42/wk	active
57	Pigment plugin solid	50	12 ★	active
58	Noibu plugin thin	50	5 ★	active
59	Cliferay plugin	50	4 ★	active
60	Ads · adkit plugin	50	12 ★	active
61	Apple Podcasts npm deep	50	248/wk	active
62	Google Business Profile npm	50	147/wk	active
63	X Brand Presence Mapper npm	50	138/wk	active
64	Geowirehq npm	50	105/wk	active
65	Chronova npm	50	91/wk	active
66	Csvto npm	50	75/wk	active
67	Neuronsearchlab npm solid	50	71/wk	active
68	Planetscale plugin thin	49	4 ★	active
69	Lusha plugin solid	49	3 ★	active
70	Altertable plugin solid	49	7 ★	active
71	Mixedbread-Grep plugin	49	4k ★	active
72	Geomelon npm solid	49	139/wk	active
73	Tiktok Brand Presence Mapper npm	49	125/wk	active
74	Monitor npm thin	49	101/wk	active
75	Deveco Codegenie npm	49	97/wk	active
76	Theabbie npm thin	49	78/wk	active
77	Itm Platform npm	49	74/wk	active
78	Metalsmith Plugin npm	49	74/wk	active
79	Avito Ads npm	49	73/wk	active
80	Glippy npm	49	60/wk	active
81	Marketbasketanalysis npm	49	49/wk	active
82	Pagerankcafe npm	49	42/wk	active
83	Alation plugin solid	48	6 ★	active
84	Line Bot npm	48	767/wk	active
85	Flux npm solid	48	171/wk	active
86	Meilisearch npm	48	151/wk	active
87	Yandex Metrica · BoxLab-Ltd npm solid	48	146/wk	active
88	Sonar npm solid	48	138/wk	active
89	Pinterest Brand Presence Mapper npm	48	96/wk	active
90	Getregdata npm solid	48	95/wk	active
91	Website Traffic Rank Estimator npm	48	87/wk	active
92	Starwell: World Data & Statistics npm	48	58/wk	active
93	Applyra npm	48	58/wk	active
94	Docmill npm	48	55/wk	active
95	Google Analytics · getmcpads npm	48	53/wk	active
96	Google Search Console · getmcpads npm	48	46/wk	active
97	Aemet npm	48	25/wk	active
98	Seshat BI plugin	47	2 ★	active
99	Mulesoft npm	47	391/wk	active
100	Ani npm solid	47	138/wk	active
101	Find MCP - Agentage MCP Directory npm solid	47	83/wk	active
102	Scala Score npm solid	47	83/wk	active
103	Oxcode npm solid	47	82/wk	active
104	Geojp npm	47	79/wk	active
105	Buzzr Sports Engine npm solid	47	77/wk	active
106	Mssql · codegiveness npm	47	75/wk	active
107	Nitrograph npm deep	47	70/wk	active
108	Upshift npm	47	60/wk	active
109	App Intel npm	47	59/wk	active
110	Isochrone npm thin	47	57/wk	active
111	Immo npm	47	40/wk	active
112	Fullstory plugin	46	2 marketplaces	—
113	Logfire plugin	46	2 marketplaces	—
114	Mixshift AI plugin	46	2 ★	active
115	Scope Lineage plugin	46	4 ★	active
116	Yazio npm deep	46	178/wk	active
117	Narrarium npm	46	104/wk	active
118	Sportwizzard npm solid	46	96/wk	active
119	Google Forms · claude-book npm solid	46	82/wk	active
120	Freshcontext npm solid	46	76/wk	active

Recently changed in Data & Analytics

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

2026-08-10 Reqable — reqable-mcp-server now runs a script when it installs
2026-08-10 Mulesoft — mulesoft-mcp-server now reaches credentials, network
2026-08-11 Glippy — glippy-mcp now reaches browser
2026-08-11 Line Bot — @line/line-bot-mcp-server now reaches browser

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.

tashan Pro — $6/mo ›

39 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.

Head to head

The question people actually ask, answered with two measurements taken the same day by the same scorer.

Heroku vs Powerbi Modeling MCP Win32 X64 Heroku vs Log10x Dataforseo vs Heroku Heroku vs Powerbi Modeling Analytics vs Heroku European Parliament vs Heroku Cyberchef vs Heroku Log10x vs Powerbi Modeling MCP Win32 X64 Dataforseo vs Powerbi Modeling MCP Win32 X64 Powerbi Modeling vs Powerbi Modeling MCP Win32 X64 Analytics vs Powerbi Modeling MCP Win32 X64 European Parliament vs Powerbi Modeling MCP Win32 X64

Other categories

Browser & Web Search Database Dev Tools & CI Cloud & Infra Files & Memory Docs & Knowledge Communication Design AI & Agents Finance & Crypto Productivity Security Other

See the full Index ›

tashan Pro$6/mo

90 changes across Data & Analytics capabilities 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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