MCP.Market

Dashboards MCP server

by KyuRish·io.github.KyuRish/mcp-dashboards·v2.4.0·48 stars
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45+ interactive charts, dashboards, flowcharts, and KPIs inside any AI conversation

A92/100grade A
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Safety scan
A92/100

full report

Adoption
Growing

48 stars

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If you have run it, two minutes of your experience saves the next person an afternoon.

Dashboards tools (3, 1 write)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • delete_chart_fileswrite action

    Delete chart preview HTML files saved on disk (in the system temp folder). REQUIRES the user's explicit instruction to run - it deletes files from disk and cannot be undone. Provide at least one of: chartIds (specific file IDs to delete), olderThanDays (bulk delete by age), or all=true (delete every chart file). Scope is hard-locked to mcp-dashboards temp folder; cannot touch anything else. Return

  • list_chart_files

    List all chart preview HTML files saved on disk (in the system temp folder). These are auto-generated each time a chart is rendered and auto-cleaned after 7 days (configurable via MCP_DASHBOARDS_RETAIN_DAYS env var). Returns file metadata (id, name, size, age). Use this to audit disk usage, then call delete_chart_files to remove specific files or all of them.

  • poll_http

    Fetch JSON from an HTTP endpoint. Used by render_live_chart to poll external APIs.

Public scan report

scanner v0.1.9 · 2026-09-26 · same rubric, same numbers if you re-run it

no findings
  • Code scan9 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancelast push 16 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 92/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Dashboards compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
92/100
higher than 95% of 48,255 servers
Tools
3
the typical server has 7
Tools that change things
33%
typical: 0%. Fewer write tools means less an agent can break
GitHub stars
48
more than 94% of 28,688 servers

What its tools let an agent do: 2 read · 1 delete

Install Dashboards in Claude Code, Cursor or VS Code

Runs npx -y mcp-dashboards on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add mcp-dashboards -- npx -y mcp-dashboards
Add to Cursor

What the publisher says

From the Dashboards repository's README, as published. We do not edit it. Read it on GitHub

MCP Dashboards

<!-- mcp-name: io.github.KyuRish/mcp-dashboards -->

Your AI can talk about data. Now it can show it.

&nbsp; &nbsp; Click any thumbnail to see full size

The problem

We use AI for everything - analysis, reports, strategy. But when it comes to actually seeing the story in your data, you're stuck copying numbers into a spreadsheet and building charts yourself. The conversation has the insight. The visualization is somewhere else.

The solution

MCP Dashboards renders interactive charts, dashboards, and KPI widgets directly inside your AI conversation. 32 chart tools covering 45+ chart subtypes (bar has stacked/drilldown, hero has 11 variants, flowchart has 6 node kinds + 5 edge styles, etc.), 21 themes, 4 visual discovery catalogs, live polling, PNG/PPT/A4 export - all from a single MCP server. No browser tabs, no copy-paste, no context switching.

Works in

ChatGPT and claude.ai need a remotely hosted endpoint (Streamable HTTP mode below); the desktop clients spawn the server locally.

[!IMPORTANT]

The only official npm package is mcp-dashboards, published from this repository. Similarly named packages are not ours: mcp-dashboards-shared was malware (see OSSF advisory MAL-2026-4296, removed by npm security in May 2026). Install only mcp-dashboards.

Quick Start

Claude Desktop

Add to your claudedesktopconfig.json:

  • Windows: %APPDATA%\Claude\claudedesktopconfig.json
  • macOS: ~/Library/Application Support/Claude/claudedesktopconfig.json
{
  "mcpServers": {
    "dashboard": {
      "command": "npx",
      "args": ["-y", "mcp-dashboards", "--stdio"]
    }
  }
}

Claude Code / VS Code

claude mcp add dashboard -- npx -y mcp-dashboards --stdio

Remote (Streamable HTTP)

npx mcp-dashboards
# Server starts on http://127.0.0.1:3001/mcp

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Dashboards: common questions

Is Dashboards MCP server safe?
Yes, by our scan: it is graded A (92/100). Read the Dashboards safety report
How do I install Dashboards?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Dashboards need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Dashboards maintained?
The last commit was 55 days ago (2026-09-10). The latest release is v2.4.0.
How does Dashboards compare with other MCP servers?
safety score 92/100 (higher than 95% of 48,255 servers); tools 3 (the typical server has 7); tools that change things 33% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

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