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MCP servers for data visualization in Claude Code

287 MCP servers for data visualization in the catalog list Claude Code as a supported host. These are the 15 that rank highest, ordered by adoption, freshness and documentation. Metabase, Excel MCP Server and Semiotic lead the list. 15 of them have an install command written for Claude Code; the rest use the generic setup below. Claude Code reads them from ~/.claude.json (just you), or .mcp.json in the project when you add --scope project. Give an MCP server only the access it needs, and read its repository before you connect it to your data. Every listing links to its source and shows a freshness grade.

Updated Oct 26, 2026 · Built from catalog data; how we rank and grade

How to install in Claude Code

claude mcp add <name> -- npx -y <package>
claude mcp add --transport http <name> <https://server-url>

Where it goes: ~/.claude.json (just you), or .mcp.json in the project when you add --scope project.

Put -- between the name and the server command so the command's own flags are not read as Claude's. --env takes several KEY=value pairs, so another option has to sit between the last --env and the name (the CLI otherwise reads the name as a pair). --scope user makes the server available in every project; the default scope (local) keeps it to you in this project. Run /mcp inside Claude Code, or claude mcp list, to check it is connected.

Each listing page has the exact command for that listing.

Top 15 of 287

  1. 1
    Metabase

    metabase

    Lets AI clients search, explore, query, and visualize data in a Metabase instance.

    • Most GitHub stars here (49,832)
    • One-line install for Claude Code
    • Remote server, no local install

    ★ 49.8KLast active Oct 23, 2026Remote (HTTP)Claude Code, VS Code, Cursor, Windsurf

  2. 2
    Excel MCP Server

    haris-musa

    Create and edit Excel files with AI: charts, PivotTables, formulas.

    • 4.3K GitHub stars
    • Most weekly downloads here (52.2K)
    • One-line install for Claude Code

    ★ 4.3K↓ 52.2K/wkLast active Oct 21, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  3. 3
    Semiotic

    nteract

    Verified React chart generation: select, validate, repair, render, and inspect charts through MCP.

    • 2.7K GitHub stars
    • One-line install for Claude Code
    • Runs locally or as a remote server

    ★ 2.7KLast active Oct 24, 2026Local (stdio), Remote (HTTP)Claude Code, VS Code, Codex, Cursor +2

  4. 4
    MCP Grafana

    grafanaOfficial

    An MCP server giving access to Grafana dashboards, data and more.

    • Published by the vendor
    • 3.6K GitHub stars
    • One-line install for Claude Code

    ★ 3.6KLast active Oct 23, 2026Local (stdio), Remote (HTTP)Claude Code, VS Code, Codex, Cursor +2

  5. 5
    Agent-Native Analytics

    BuilderIO

    Agent-Native Amplitude/Mixpanel - connect data sources, prompt for charts

    • 7.5K GitHub stars
    • One-line install for Claude Code
    • Remote server, no local install

    ★ 7.5KLast active Oct 24, 2026Remote (HTTP)Claude Code, VS Code, Cursor, Windsurf

  6. 6
    Microcharts

    ganapativs

    Find, wire, and render microcharts — word-sized React charts with generated alt text.

    • One-line install for Claude Code
    • Active in the last 30 days
    • Open source (MIT)

    ★ 205↓ 68/wkLast active Sep 28, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  7. 7
    AsoBeast

    asobeast.comOfficial

    App Store and Google Play ASO: keyword rankings, competitors, reviews, audits and an action queue.

    • Published by the vendor
    • One-line install for Claude Code
    • Remote server, no local install

    ★ 106Last active Oct 25, 2026Remote (HTTP)Claude Code, VS Code, Cursor, Windsurf

  8. 8
    MCP Server for PowerPoint

    sbroenne

    PowerPoint automation for AI: slides, shapes, tables, charts, images, notes.

    • One-line install for Claude Code
    • Active in the last 30 days
    • Open source (MIT)

    ★ 37Last active Oct 24, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  9. 9
    Waypoint

    STiFLeR7

    One chart of your projects across Claude Code, Codex, Gemini CLI, Copilot CLI, ChatGPT.

    • One-line install for Claude Code
    • Active in the last 30 days
    • Open source (Apache-2.0)

    ↓ 261/wkLast active Oct 22, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  10. 10
    MCP Superset

    bintocher

    Apache Superset MCP server — 135+ tools for dashboards, charts, datasets, SQL Lab, and security

    • One-line install for Claude Code
    • Open source (MIT)

    ★ 59↓ 1.2K/wkLast active Sep 19, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  11. 11
    Matplotlibnet

    xkqg

    Renders MatPlotLibNet charts to PNG, SVG or PDF from a JSON spec an AI agent writes.

    • One-line install for Claude Code
    • Active in the last 30 days
    • Open source (MIT)

    ★ 18Last active Oct 24, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  12. 12
    RegiaBI charts

    regiabi.com

    AI Data Components for Power BI, Excel, Fabric Apps and web: bivariate maps, what-if projections.

    • One-line install for Claude Code
    • Active in the last 30 days

    ↓ 852/wkLast active Oct 23, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  13. 13
    MCP Dashboards

    KyuRish

    45+ interactive charts, dashboards, flowcharts, and KPIs inside any AI conversation

    • One-line install for Claude Code

    ★ 52Last active Sep 10, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  14. 14
    maidr

    xability

    Accessible maidr charts in ChatGPT and Claude, explored by sound, braille and screen reader

    • One-line install for Claude Code
    • Runs locally or as a remote server
    • Active in the last 30 days

    ★ 1↓ 181/wkLast active Oct 19, 2026Local (stdio), Remote (HTTP)Claude Code, Codex, VS Code, Cursor +2

  15. 15
    QuestDB Web Console MCP Server

    questdb

    Connects coding agents to a running QuestDB Web Console: notebook cells, SQL queries, and charts.

    • One-line install for Claude Code
    • Active in the last 30 days
    • Open source (Apache-2.0)

    ★ 3Last active Sep 30, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

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