density

v0.2.44

Local-first Density workplace analytics, building lifecycle readiness, floorplans, wayfinding, benchmarking, sensor health, and visual reports.

Codex7 Skills1 MCP serverstdio

By DensityLicense: MIT0 GitHub starsUpdated 1 hour ago

Directory evidence

Runtimes: Codex
Parsed components: 8 skill or MCP entries
Source updated: Sep 1, 2026
Manifest status: Canonical path parsed

The directory validates manifest shape and source location. It does not execute the plugin or provide a security endorsement. Review the indexing methodology →

Install density for Codex

Installs for the current user

codex plugin marketplace add DensityCo/density-codex-plugin
codex plugin marketplace upgrade densityai
codex plugin add density@densityai

Paste and run these commands in a terminal with Codex. They add and refresh the densityai catalog, then install this plugin.

Compatibility: the page URL and API slug “density” remain stable.

Codex: density@agent-plugin-marketplace → density@densityai

The installer fetches third-party code from the source repository shown on this page. This directory validates manifest structure and source location, but does not perform a security audit; review the manifest, components, and source before installing.

Get the source manually

$ git clone https://github.com/DensityCo/density-codex-plugin

Clone the source repository, then follow its setup instructions to add the plugin to a compatible client. The plugin root is plugins/density/.

Plugin files

plugins/density/

├── .codex-plugin/plugin.json
├── skills/benchmarking/SKILL.md
├── skills/data-health/SKILL.md
├── skills/density/SKILL.md
├── skills/floorplan/SKILL.md
├── skills/sensor-health/SKILL.md
├── skills/setup/SKILL.md
├── skills/wayfinding/SKILL.md
└── .mcp.json

Included Skills7

benchmarkingskills/benchmarking/SKILL.md

Use when the user asks for an approved Density peer benchmark, target range, percentile, scorecard, or a compatible benchmark overlay on a utilization chart.

data-healthskills/data-health/SKILL.md

Use when the user asks why Density local data is missing, stale, zero, inconsistent with Atlas, too slow, or not suitable for local Parquet/DuckDB analytics.

densityskills/density/SKILL.md

Use Density for workplace questions, setup, historical analysis, floorplans, live wayfinding, benchmarks, and data or sensor health.

floorplanskills/floorplan/SKILL.md

Use only when the user explicitly asks for a floorplan, map, heatmap, or spatial overlay of Density data.

sensor-healthskills/sensor-health/SKILL.md

Use when the user asks about Density sensor health, stale or missing live signals, offline spaces, data coverage, uptime, or why availability/utilization data may be unreliable.

setupskills/setup/SKILL.md

Use when the user wants to install, authenticate, check readiness, sync, repair, or prepare local Density data for fast Parquet-first analytics.

wayfindingskills/wayfinding/SKILL.md

Use when the user wants real-time Density availability, live occupancy, open rooms, desks, phone booths, or navigable wayfinding on a floorplan.

MCP servers1

densitystdio

command: node
args: ./mcp-server/server.mjs
cwd: .

Plugin manifests1

plugins/density/.codex-plugin/plugin.json

{
  "name": "density",
  "version": "0.2.44",
  "description": "Local-first Density workplace analytics, building lifecycle readiness, floorplans, wayfinding, benchmarking, sensor health, and visual reports.",
  "author": {
    "name": "Density"
  },
  "website": "https://density.io/",
  "homepage": "https://density.io/",
  "license": "MIT",
  "keywords": [
    "density",
    "analytics",
    "duckdb",
    "parquet",
    "charts"
  ],
  "managedCli": {
    "enabled": true,
    "version": "0.2.5",
    "requiredCapabilities": {
      "commands": [
        "availableBuildings",
        "dataSource",
        "demoMode",
        "getDbSchema",
        "queryDb",
        "renderChart"
      ]
    },
    "assets": {
      "darwin-arm64": {
        "url": "https://github.com/DensityCo/density-codex-plugin/releases/download/density-mcp-runtime-v0.2.5/density-mcp-v0.2.5-darwin-arm64.tar.gz",
        "sha256": "15d78ff631a2b70e99773ab1d0b48a40324f3d782925675e6df046396c74f61d"
      }
    }
  },
  "skills": "./skills/",
  "interface": {
    "displayName": "Density",
    "shortDescription": "Activate local Density data, then add live and benchmark context.",
    "longDescription": "Density helps Codex install or find the Density CLI, verify local Parquet-first storage, check building status/go-live readiness before analysis, prepare customer data, answer historical utilization questions from local DuckDB/Parquet, render floorplan and chart artifacts with one shared design contract, use the live feed for current wayfinding, and keep benchmark-network context display-safe and separate from customer-owned local data.",
    "developerName": "Density",
    "category": "Productivity",
    "capabilities": [
      "Read",
      "Write",
      "Interactive"
    ],
    "defaultPrompt": [
      "Set up Density and ask my first local question",
      "Ask Density what rooms are busiest from local data",
      "Diagnose whether my local Density data is trustworthy"
    ],
    "brandColor": "#8C2F1D",
    "website": "https://density.io/",
    "composerIcon": "./assets/density-icon.png",
    "logo": "./assets/density-icon.png"
  },
  "mcpServers": "./.mcp.json"
}

For maintainers

If you maintain this plugin, link to this source-backed listing from your README so users can review its manifest and indexed components.

[density on Agent Plugins Marketplace](https://pluginsmp.com/plugins/density)