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

Nerq found 1,595 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.

1,595 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	maverick-mcp	343	C 68	wshobson	N/A	This agent processes stock market data and performs financial analysis using Python.
8	com.mcprush/catalogue	0	B- 68	https://mcprush.com/mcp	N/A	Marketplace and infrastructure for MCP servers and skills: deploy, host, monetize, analytics.
9	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.
10	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.
11	com.shortimize/mcp	0	B- 68	https://www.shortimize.com	N/A	Track TikTok, Instagram Reels and YouTube Shorts accounts and videos: views, growth and analytics.
12	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.
13	cloud.postdata/postdata	0	B- 68	https://postdata.cloud/docs#mcp	N/A	No-signup IoT backend: device names, sensor readings, history and live charts. No API key needed.
14	io.github.RanuK12/datacanvas	0	B- 68	https://github.com/RanuK12/rk-mcp-datacanvas	N/A	Interactive data visualization and executive PDF dashboards for ChatGPT, Claude, and Cursor.
15	io.github.open-salesblink/cold-email-salesblink	0	B- 68	https://github.com/open-salesblink/skill	N/A	Cold email sequences, leads, templates, senders, inbox, and analytics via the SalesBlink API.
16	io.github.David-rider/qimena-mcp	0	B- 68	https://github.com/David-rider/qimena-mcp	N/A	Qi Men Dun Jia charts, BaZi Four Pillars, best-time ranking and solar terms. Free, no key.
17	io.github.lookoutstats/lookout-mcp	0	B- 68	https://github.com/lookoutstats/lookout-mcp	N/A	Ask about Vercel Web Analytics and Speed Insights across all your projects and boards.
18	io.hubtub/youtube-analytics	0	B- 68	https://github.com/hubtub-io/youtube-mcp	N/A	Your YouTube channels’ private analytics for AI assistants: revenue, views, retention. Read-only.
19	gr.6x7/sparks	0	B- 68	https://github.com/6x7gr/sparks-mcp	N/A	Your Sparks idea notebook: read, create and organize notes, projects and subtasks.
20	io.github.Khavel/proplab	0	B- 68	https://github.com/Khavel/proplab-mcp	N/A	NBA and WNBA player-prop analytics: daily board, graded track record, matchup and referee data.

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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 1,595 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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