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

Nerq found 1,027 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 PaperBanana with 1,265 stars and a trust score of 77/100. MCP servers for analyzing data, creating visualizations, and running data science workflows.

Last updated: August 01, 2026 | 1,027 servers in this category | Data from Nerq

Top 20 MCP Servers for Data Analysis & Visualization

#	Name	Stars	Trust	Author	License	Description
1	PaperBanana	1,265	B+ 77	https://github.com/llmsresearch/paperbanana	N/A	Generates publication-quality methodology diagrams and statistical plots from text descriptions usin
2	DataForSEO	232	B+ 75	https://github.com/dataforseo/mcp-server-typescript	N/A	Integrates with DataForSEO's SEO and marketing analytics APIs to provide direct access to search eng
3	Metabase	81	B+ 75	https://github.com/easecloudio/mcp-metabase-server	N/A	Integrates with Metabase business intelligence platform to provide dashboard management, query execu
4	Google Analytics	2,604	B 74	https://github.com/eno-graph/mcp-server-google-analytics	N/A	Integrates with Google Analytics to retrieve website traffic metrics, user behavior data, conversion
5	mcp-notebooklm	0	B 74	Tatine13	MIT	MCP server for Google NotebookLM with tools for automatic notebook discovery and content generation.
6	Mailchimp	11	B 72	https://github.com/agentx-ai/mailchimp-mcp	N/A	Integrates with Mailchimp's Marketing API to provide read-only access to automation management, camp
7	outsidedata/dolex	6	B 72	outsidedata	MIT	an MCP server for data analysis
8	anyquery	1,621	B 72	julien040	N/A	An AI agent that allows querying of various databases and APIs using SQL and connects LLMs to perfor
9	Frappe_Assistant_Core	145	B 72	buildswithpaul	N/A	Infrastructure that connects LLMs to ERPNext using MCP.
10	TWSEMCPServer	37	B 72	twjackysu	N/A	TWSEMCPServer processes Taiwan Stock Exchange OpenAPI requests for trading and provides market data
11	notebooklm-mcp	0	B 72	m4yk3ldev	MIT	MCP server for Google NotebookLM with 32 tools for coding and research.
12	com.optionsanalysissuite/options-analysis-suite-mc	0	B 71	https://github.com/Options-Analysis-Suite/options-analysis-suite-mcp	N/A	Options analytics: 17 pricing models, 17 Greeks, GEX, IV, 23 screeners, unusual, dark pool, max pain
13	io.github.athenalion/fincore-agentic-commerce	0	B 71	https://github.com/aiproductscout/FinCore	N/A	Agentic commerce with 58 MCP tools for product search, checkout, A2A negotiation, C-Suite analytics.
14	io.github.mcp-dir/notebooklm-mcp	0	B 71	https://github.com/mcp-dir/notebooklm-mcp	N/A	Google NotebookLM via natural language: create notebooks, add sources (PDF, URL, YouTube) and ask gr
15	io.github.avohq/avo	0	B 71	https://github.com/avohq/avo-mcp	N/A	Define, ship & query your analytics tracking from one source of truth, trusted by humans and agents.
16	io.github.mcp-dir/ifood-mcp	0	B 71	https://github.com/mcp-dir/ifood-mcp	N/A	Insights for your iFood store right in your AI assistant's chat. Generate charts of sales and payout
17	io.github.defimind-ai/defimind-mcp	0	B 71	https://github.com/defimind-ai/defimind-mcp	N/A	Live Uniswap V2/V3 LP analytics — position PnL, price scenarios, pool health, rug signals, slippage.
18	com.getmunin/munin	0	B 71	https://github.com/getmunin/munin	N/A	Open-source all-in-one MCP-first customer platform: KB, Conversations, CRM, CMS, Outreach, Analytics
19	Sandbox Container	3,519	B 70	https://github.com/cloudflare/mcp-server-cloudflare/tree/HEAD/apps/sandbox-container	N/A	Provides a secure, sandboxed environment for executing Python, Node.js, and shell commands in epheme
20	Reddit	181	B 70	https://github.com/adhikasp/mcp-reddit	N/A	Integrates with Reddit's API to fetch and retrieve diverse content including posts, comments, and su

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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 1,027 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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