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

Nerq found 455 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 mcp-notebooklm with 0 stars and a trust score of 84/100. MCP servers for analyzing data, creating visualizations, and running data science workflows.

Last updated: March 10, 2026 | 455 servers in this category | Data from Nerq

Top 20 MCP Servers for Data Analysis & Visualization

#NameStarsTrustAuthorLicenseDescription
1 mcp-notebooklm 0 A 84 Tatine13 MIT MCP server for Google NotebookLM with tools for automatic notebook discovery and content generation.
2 kof-notebooklm-mcp 1 A 82 keeponfirst MIT MCP server for Google NotebookLM to create notebooks and query AI with citations.
3 vvk-charts-mcp 0 A 82 valderan MIT Modern Python MCP server for rendering various types of charts with customization options.
4 Leghis/Smart-Thinking 31 A 81 Leghis MIT Smart-Thinking is a Model Context Protocol (MCP) server that delivers graph-based, multi-step reason
5 jsdelivr-mcp 0 A 80 anvme MIT MCP server for jsDelivr providing package search and CDN analytics.
6 aidyou/chatspeed 14 B 80 aidyou MIT An AI chat proxy with universal tool access, protocol conversion, load balancing, key isolation, pro
7 kenpom-mcp 0 B 79 dburge86 MIT An MCP server for KenPom basketball analytics with Cloudflare Workers support.
8 mssql-mcp-reader 0 B 79 ConnorBritain MIT Read-only Model Context Protocol server for Microsoft SQL Server.
9 narrata 0 B 79 marcinmiklitz MIT Narrata converts OHLCV time series into concise narratives for LLM context.
10 gupshup-mcp 0 B 79 ManmohanBuildsProducts MIT MCP server for Gupshup WhatsApp Business API
11 stellar-analytics-mcp 0 B 79 kaankacar MIT MCP server for unified blockchain analytics from Stellar RPC, Hubble/BigQuery, and Horizon.
12 notebooklm-mcp 0 B 78 Morfeu333 MIT An MCP Server for NotebookLM providing programmatic access via internal APIs.
13 DevCycle 0 B+ 78 https://docs.devcycle.com/cli-mcp/mcp-getting-started/ N/A Integrates with DevCycle's feature flag platform to create, manage, and analyze feature flags, varia
14 Vizro 3,592 B+ 77 https://github.com/mckinsey/vizro/tree/HEAD/vizro-mcp N/A Vizro enables the creation and validation of data visualizations through natural language.
15 YosefHayim/ebay-mcp 23 B 77 YosefHayim N/A Open source local MCP server providing AI assistants with comprehensive access to eBay's Sell APIs.
16 notebooklm-mcp 970 B 76 PleasePrompto N/A MCP server for NotebookLM - Let your AI agents (Claude Code, Codex) research documentation directly
17 alpaca-mcp-server 517 B 76 alpacahq N/A Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data analysis, an
18 YouTube Data 58 B+ 75 https://github.com/icraft2170/youtube-data-mcp-server N/A Integrates with YouTube Data API for video content and analytics.
19 brockwebb/open-census-mcp-server 17 B 75 brockwebb N/A Turn any AI assistant into your personal Census data expert. Ask questions in plain English, get acc
20 mcp-3D-printer-server 156 B 75 DMontgomery40 N/A Connects MCP to major 3D printer APIs (Orca, Bambu, OctoPrint, Klipper, Duet, Repetier, Prusa, Creal

Other MCP Server Categories

Database & SQL GitHub & Git Browser & Web Automation Web Search & RAG File System & Documents API & Workflow Integration Code & Development Tools Slack, Email & Messaging Image Generation & Media Memory & Context Management Security & Authentication Task Automation & Workflows Monitoring & Observability Cloud & Infrastructure Finance & Fintech Healthcare & Medical Education & Learning Legal & Compliance Claude Desktop Cursor IDE VS Code & Copilot

About MCP Servers for Data Analysis & Visualization

MCP servers for analyzing data, creating visualizations, and running data science workflows. Nerq tracks 455 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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