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

Nerq found 1,248 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 kof-notebooklm-mcp with 1 stars and a trust score of 70/100. MCP servers for analyzing data, creating visualizations, and running data science workflows.

1,248 servers in this category | Data from Nerq

Top 20 MCP Servers for Data Analysis & Visualization

#	Name	Stars	Trust	Author	License	Description
1	kof-notebooklm-mcp	1	B 70	keeponfirst	MIT	MCP server for Google NotebookLM to create notebooks and query AI with citations.
2	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
3	Leghis/Smart-Thinking	31	B 70	Leghis	MIT	Smart-Thinking is a Model Context Protocol (MCP) server that delivers graph-based, multi-step reason
4	mcp-notebooklm	0	C 70	Tatine13	MIT	MCP server for Google NotebookLM with tools for automatic notebook discovery and content generation.
5	vizro	3,566	C 69	mckinsey	N/A	Vizro is a low-code toolkit for building high-quality data visualization apps.
6	com.parsely.dash/mcp	0	B- 69	https://dash.parsely.com	N/A	Query your Parse.ly content analytics: top content, referrers, campaigns, trends and real-time data.
7	io.github.inssist/inssist-mcp	0	B- 69	https://github.com/inssist/mcp	N/A	Drive your own logged-in Instagram session via the INSSIST extension: read, publish, DMs, analytics.
8	maverick-mcp	343	C 68	wshobson	N/A	This agent processes stock market data and performs financial analysis using Python.
9	com.peopleanalyst/discovery	0	B- 68	https://github.com/people-analyst/peopleanalyst-site	N/A	PeopleAnalyst's free people-analytics feeds: answers, tools, evidence, story and scene catalogs.
10	io.github.KuudoAI/amazon-vendor-central-mcp	0	B- 68	https://github.com/KuudoAI/amazon-vendor-central-mcp	N/A	MCP server for Vendor Central: orders, fulfillment, invoices, and retail analytics.
11	io.github.usertour/mcp	0	B- 68	https://github.com/usertour/usertour	N/A	Official Usertour MCP Server for in-app onboarding: flows, checklists, surveys, and analytics.
12	com.avidquant/optiondesk	0	B- 68	https://github.com/Iman/agent-driven-options-desk-and-skills	N/A	Option analytics over the SYNTH sample or a permitted chain: Greeks, positioning, payoffs, plots.
13	io.github.BuilderIO/agent-native-analytics	0	B- 68	https://github.com/BuilderIO/agent-native	N/A	Agent-Native Amplitude/Mixpanel - connect data sources, prompt for charts
14	io.github.Rusender/rusender-mcp	0	B- 68	https://github.com/Rusender/rusender-mcp	N/A	Manage email campaigns, contacts and deliverability analytics in RuSender from an AI assistant.
15	io.theqrcode/qr-code-generator	0	B- 68	https://theqrcode.io	N/A	Generate QR codes for URLs, WiFi, contacts and text. Paid API key adds saved codes + analytics.
16	io.github.pipeworx-io/flashalpha	0	B- 68	https://github.com/pipeworx-io/mcp-flashalpha	N/A	FlashAlpha MCP — wraps the FlashAlpha options-exposure analytics API
17	io.github.kleaphq/kleap	0	B- 68	https://github.com/kleaphq/cli	N/A	Build, edit, publish, and manage websites and web apps with Kleap hosting, domains, and analytics.
18	io.github.oscarleoo/chartlink	0	B- 68	https://github.com/oscarleoo/chartlink-agents	N/A	Charts and tables for AI agents with live-updating embed links. No account: signup returns a key.
19	io.imagekit/admin	0	B- 68	https://github.com/imagekit-developer/skills	N/A	Official ImageKit admin server: manage origins, URL endpoints, account usage and usage analytics.
20	vvk-charts-mcp	0	C 67	valderan	MIT	Modern Python MCP server for rendering various types of charts with customization options.

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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 1,248 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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