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

Nerq found 652 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 gupshup-mcp with 0 stars and a trust score of 74/100. MCP servers for analyzing data, creating visualizations, and running data science workflows.

Last updated: April 29, 2026 | 652 servers in this category | Data from Nerq

Top 20 MCP Servers for Data Analysis & Visualization

#	Name	Stars	Trust	Author	License	Description
1	gupshup-mcp	0	B 74	ManmohanBuildsProducts	MIT	MCP server for Gupshup WhatsApp Business API
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	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
9	ChatSpatial	17	B 70	cafferychen777	N/A	An MCP server for spatial transcriptomics analysis via natural language.
10	ShellyDeng08/youtube-connector-mcp	55	B 70	Unknown	N/A	YouTube MCP Server: Connect Claude, Cursor & Cline to YouTube. Features: search videos, fetch transc
11	dflow-mcp	2	B 70	ba1nch0d	N/A	dflow-mcp accesses Kalshi prediction market data for real-time analytics and trade management.
12	yfinance-mcp	0	B 70	keisku	N/A	Yahoo Finance MCP server for market data and technical analysis tools
13	JsonDiffPatch	5,287	B- 70	https://github.com/benjamine/jsondiffpatch/tree/HEAD/packages/diff-mcp	N/A	Compares and patches JSON objects with a compact delta format that captures additions, modifications
14	jupyterlab-claude-code	0	C 70	ianhi	MIT	MCP server for real-time JupyterLab notebook collaboration with Claude Code.
15	hyprmcp/jetski	208	C 69	Unknown	N/A	Authentication, analytics, and prompt visibility for MCP servers with zero code changes. Supports OA
16	apache/echarts-mcp	60	C 69	Unknown	N/A	Apache ECharts MCP Server
17	MCP_Tool_Code_Interpreter_Generator	1	C 69	SwetaAIS2024	N/A	Automatically generates, validates, and deploys Python data analysis tools from natural language que
18	com.gameanalytics/analytics-docs	0	B- 69	https://gameanalytics.com	N/A	Search GameAnalytics docs: Unity, Unreal, iOS, Android SDK and API guides for mobile game analytics.
19	trieve	2,600	B- 69	devflowinc	N/A	All-in-one platform for search, recommendations, RAG, and analytics offered via API
20	gemini-diagram-mcp	0	C 69	arunsanna	MIT	MCP server for generating diagrams and visualizations using Google Gemini.

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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 652 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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