Best MCP Servers for Data Analysis & Visualization (November 2026)

Nerq found 1,690 MCP servers for data analysis & visualization, ranked below by GitHub stars and weighted compliance score across 52 global AI jurisdictions. The top-ranked MCP server for data analysis & visualization is io.github.danielhagever/app-store-charts with 0 stars and a trust score of 71/100. MCP servers for analyzing data, creating visualizations, and running data science workflows.

1,690 servers in this category | Data from Nerq

Top 20 MCP Servers for Data Analysis & Visualization

#	Name	Stars	Trust	Author	License	Description
1	io.github.danielhagever/app-store-charts	0	B 71	https://github.com/danielhagever/app-store-top-charts	N/A	Top Free, Paid and Grossing app charts by country for the App Store and Google Play, with rank moves
2	kof-notebooklm-mcp	1	B 70	keeponfirst	MIT	MCP server for Google NotebookLM to create notebooks and query AI with citations.
3	anyquery	1,621	B 70	julien040	N/A	An AI agent that allows querying of various databases and APIs using SQL and connects LLMs to perfor
4	Leghis/Smart-Thinking	31	B 70	Leghis	MIT	Smart-Thinking is a Model Context Protocol (MCP) server that delivers graph-based, multi-step reason
5	mcp-notebooklm	0	C 70	Tatine13	MIT	MCP server for Google NotebookLM with tools for automatic notebook discovery and content generation.
6	vizro	3,566	C 69	mckinsey	N/A	Vizro is a low-code toolkit for building high-quality data visualization apps.
7	ai.mallary/mallary	0	B- 69	https://mallary.ai/social-media-mcp-server	N/A	Publish and schedule social posts, reply to comments, and read analytics across connected platforms.
8	com.personaxpand/personaxpand	0	B- 69	https://personaxpand.com/features/ai-assistants	N/A	Post, schedule, answer comments and DMs in your voice, and check analytics across 8 social networks.
9	com.cueston/cueston	0	B- 69	https://cueston.com/docs/mcp	N/A	Build product tours, tooltips, banners, checklists and surveys in your SaaS app, and read analytics.
10	ru.seyka/mcp	0	B- 69	https://seyka.ru/developers/mcp	N/A	Hosted SEO analytics and tools: Yandex, Google Search Console, Topvisor, Rush Analytics and Keys.so.
11	io.seatlayer/mcp	0	B- 69	https://docs.seatlayer.io/agents/designer-mcp/	N/A	Build seating charts and run reserved-seat events: sections, prices, blocked seats and sales reports
12	io.owlstat/owlstat	0	B- 69	https://owlstat.io/instagram-mcp/	N/A	Instagram and TikTok analytics for many accounts: reach, views, saves, shares, competitors, reports.
13	maverick-mcp	343	C 68	wshobson	N/A	This agent processes stock market data and performs financial analysis using Python.
14	com.talindrew/mcp	0	B- 68	https://github.com/Arnab28122000/talindrew-mcp	N/A	90 molecular biology tools: plasmid maps, digests, primers, CRISPR, cloning, PubMed, lab notebook.
15	co.fictura/mcp	0	B- 68	https://github.com/Apex-Byte-Technologies/fictura-mcp	N/A	Paywalls, onboarding, subscription analytics, A/B tests, attribution and errors for mobile apps.
16	cc.checkleaked/spotify-data	0	B- 68	https://github.com/eduair94/spotify-data-mcp	N/A	Spotify play counts, monthly listeners, charts, artist stats, albums, playlists and ISRC lookup.
17	app.getshouting/get-shouting	0	B- 68	https://github.com/whatnologist/getshouting_app	N/A	Marketing MCP: social, email, SMS, CRM, paid ads, analytics. OAuth; confirm before send/spend.
18	io.github.shiv9thakur/mitr-mcp	0	B- 68	https://github.com/shiv9thakur/mitr-mcp	N/A	Ask about your Mitr cookie-free analytics: apps, reports, funnels, alerts and usage.
19	io.kooga/kooga	0	B- 68	https://github.com/HushThrive/kooga-mcp	N/A	AI marketing for businesses: SEO content, AI visibility, email campaigns and analytics.
20	com.mcprush/catalogue	0	B- 68	https://mcprush.com/mcp	N/A	Marketplace and infrastructure for MCP servers and skills: deploy, host, monetize, analytics.

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About MCP Servers for Data Analysis & Visualization

MCP servers for analyzing data, creating visualizations, and running data science workflows. Nerq tracks 1,690 MCP servers in the data analysis & visualization category, each assessed against 52 global AI regulations including the EU AI Act, US state AI laws (California SB53, Colorado SB205), UK AI Bill, and more. Compliance scores are weighted by jurisdiction penalty severity — jurisdictions with higher fines (like the EU AI Act at up to €35M) have more impact on the score than voluntary frameworks.

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