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Data Visualization MCP Servers & Tools

Browse 83 curated Model Context Protocol servers tagged with “Data Visualization”. Connect these servers directly to Claude Desktop, Cursor, or Windsurf to equip your AI agents with verified capabilities.

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MCP Mermaid

Data Visualization

Generate mermaid diagram and chart with AI MCP dynamically.

Charted

Data Visualization

Zero-dependency chart server that renders bar, line, pie, scatter, and more from JSON or CSV to SVG, HTML, PNG, or data URL. Built-in themes; PNG output renders inline in chat. Install via uvx --from charted[mcp] charted-mcp.

Glyphic

Data Visualization

Generate diagrams from structured JSON across 18 types (architecture, ERD, sequence, flowchart, Gantt…) — native SVG/PNG, no headless browser. Built for LLMs and agents.

Metabase MCP

Data Visualization

MCP server connecting Claude to Metabase with 28 tools for natural language data analysis, dashboard management, SQL queries, and automated insights. Features SQL guardrails, rate limiting, and audit logging.

FileScopeMCP

Data Visualization

Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI assistants understand the codebase.

MCP Dashboards

Data Visualization

45+ interactive chart types (bar, line, pie, candlestick, sankey, geo, radar, funnel, treemap, and more), dashboards with KPI cards, drill-down navigation, live API polling, 20 themes, and export to PNG/PPT/A4. Built on MCP Apps.

Vizro MCP

Data Science Tools

Tools and templates to create validated and maintainable data charts and dashboards.

Semiotic

Data Visualization

React data visualization MCP server with 30+ chart types. 5 tools: suggest charts for a dataset, render validated React configs to SVG, diagnose configuration anti-patterns, get component schemas, and report issues.

Mindpilot MCP

Data Visualization

Visualizes code, architecture and other concepts as mermaid diagrams in a locally hosted web app. Just ask your agent to "show me this in a diagram".

MCP Server Chart

Data Visualization

A Model Context Protocol server for generating visual charts using AntV.

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Math MCP Learning Server

Data Science Tools

Educational MCP server for math operations, statistics, visualization, and persistent workspaces. Built with FastMCP 2.0.

Uap Pulse

Read-only MCP server and live-map dataset for declassified U.S. federal UAP/UFO records, with searchable records, hotspots, timelines and direct source links.

Cesium MCP

Data Visualization

AI-powered 3D globe control via MCP. Connect any MCP-compatible AI agent to CesiumJS — camera flight, GeoJSON/3D Tiles layers, markers, spatial analysis, heatmaps, and more through 19 natural language tools.

Zaturn

Data Science Tools

Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations.

Viznoir

Data Visualization

Cinema-quality science visualization MCP server for CFD/FEA/SPH. 22 tools for rendering, slicing, contouring, volume rendering, and animating OpenFOAM/VTK/CGNS data. Headless EGL/OSMesa.

Mindmap MCP Server

Data Visualization

A Model Context Protocol (MCP) server for generating a beautiful interactive mindmap.

Microcharts

Data Visualization

Word-sized charts (sparklines, bars, bullets — 106 types) rendered to self-contained SVG with generated alt text. Three tools: find the right chart for a question, get its wiring, render it. Works in chat surfaces that can't run React. Install via npx -y @microcharts/mcp.

Fermat MCP

Data Science Tools

The ultimate math engine unifying SymPy, NumPy & Matplotlib in one powerful server. Perfect for developers & researchers needing symbolic algebra, numerical computing, and data visualization.

Markmap MCP Server

Data Visualization

An MCP server built on markmap that converts Markdown to interactive mind maps. Supports multi-format exports (PNG/JPG/SVG), live browser preview, one-click Markdown copy, and dynamic visualization features.

Qlik MCP

Data Visualization

MCP Server for Qlik Cloud API that enables querying applications, sheets, and extracting data from visualizations with comprehensive authentication and rate limiting support.

Mermaid MCP

Narasimhaponnada

Data Visualization

AI-powered Mermaid diagram generation with 22+ diagram types including flowcharts, sequence diagrams, class diagrams, ER diagrams, architecture diagrams, state machines, and more. Features 50+ pre-built templates, advanced layout engines, SVG/PNG/PDF exports, and seamless integration with GitHub Copilot, Claude, and any MCP-compatible client. Install via NPM: npm install -g @narasimhaponnada/mermaid-mcp-server

Cli

Data Visualization

Push To Display MCP server send structured content to selected boards on iOS and android devices with app Push To Display, route updates to specific panels, and render in real time with display-focused multi-panel layouts.

Csvglow

Data Visualization

Generate beautiful self-contained HTML dashboards from CSV/Excel files with interactive ECharts visualizations, dark gradient theme, and sortable data tables.

Claude Mermaid

Data Visualization

A Mermaid diagram rendering MCP server for Claude Code with live reload functionality, supporting multiple export formats (SVG, PNG, PDF) and themes.

Chartforge

Data Visualization

MCP server for ChartForge — generate stunning charts and diagrams from natural language

Human Design

Data Visualization

Calculate Human Design bodygraph charts, save people, compare charts, and analyse group dynamics.

Jeda AI

Data Visualization

Visual AI for strategic thinking — SWOT, flowcharts, mindmaps, Gantt diagrams as polished SVG.

Lucid

Data Visualization

Lucid’s connector creates diagrams, searches, edits, shares, and retrieves docs to summarize.

MCP Vegalite Server

Data Visualization

Generate visualizations from fetched data using the VegaLite format and renderer.

Powerbi Analyst MCP

Data Visualization

Connect LLMs to Power BI semantic models. Browse workspaces, tables, and measures, run DAX queries, and automatically page large results via local CSV.