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

Nerq found 766 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: June 14, 2026 | 766 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	outsidedata/dolex	6	B 72	outsidedata	MIT	an MCP server for data analysis
3	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
4	Frappe_Assistant_Core	145	B 72	buildswithpaul	N/A	Infrastructure that connects LLMs to ERPNext using MCP.
5	TWSEMCPServer	37	B 72	twjackysu	N/A	TWSEMCPServer processes Taiwan Stock Exchange OpenAPI requests for trading and provides market data
6	notebooklm-mcp	0	B 72	m4yk3ldev	MIT	MCP server for Google NotebookLM with 32 tools for coding and research.
7	vizro	3,566	B 71	mckinsey	N/A	Vizro is a low-code toolkit for building high-quality data visualization apps.
8	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
9	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.
10	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
11	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.
12	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
13	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.
14	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
15	ChatSpatial	17	B 70	cafferychen777	N/A	An MCP server for spatial transcriptomics analysis via natural language.
16	ShellyDeng08/youtube-connector-mcp	55	B 70	Unknown	N/A	YouTube MCP Server: Connect Claude, Cursor & Cline to YouTube. Features: search videos, fetch transc
17	dflow-mcp	2	B 70	ba1nch0d	N/A	dflow-mcp accesses Kalshi prediction market data for real-time analytics and trade management.
18	yfinance-mcp	0	B 70	keisku	N/A	Yahoo Finance MCP server for market data and technical analysis tools
19	jupyterlab-claude-code	0	C 70	ianhi	MIT	MCP server for real-time JupyterLab notebook collaboration with Claude Code.
20	hyprmcp/jetski	208	C 69	Unknown	N/A	Authentication, analytics, and prompt visibility for MCP servers with zero code changes. Supports OA

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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 766 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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