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    <title>DEV Community: Michael Edlin</title>
    <description>The latest articles on DEV Community by Michael Edlin (@michael_edlin_a6800d1f7a8).</description>
    <link>https://dev.to/michael_edlin_a6800d1f7a8</link>
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      <title>DEV Community: Michael Edlin</title>
      <link>https://dev.to/michael_edlin_a6800d1f7a8</link>
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      <title>OpenTakeoff: measuring construction plans in the browser and over MCP</title>
      <dc:creator>Michael Edlin</dc:creator>
      <pubDate>Mon, 05 Oct 2026 02:50:01 +0000</pubDate>
      <link>https://dev.to/michael_edlin_a6800d1f7a8/opentakeoff-measuring-construction-plans-in-the-browser-and-over-mcp-4616</link>
      <guid>https://dev.to/michael_edlin_a6800d1f7a8/opentakeoff-measuring-construction-plans-in-the-browser-and-over-mcp-4616</guid>
      <description>&lt;p&gt;I'm developing OpenTakeoff. My background is commercial flooring estimating, so the part I focus on is evaluating on held out completed takeoffs.&lt;/p&gt;

&lt;p&gt;A takeoff is the measurement step of an estimate: floor area, wall length, wall surface area or counts of items shown on a plan. OpenTakeoff has a browser canvas for doing that manually and an MCP server that lets an agent work with the same measurement engine. Apache-2.0.&lt;/p&gt;

&lt;p&gt;How to get a takeoff in the browser&lt;/p&gt;

&lt;p&gt;Open &lt;a href="https://opentakeoff.kentucky-ai.com" rel="noopener noreferrer"&gt;the browser app&lt;/a&gt;, load a PDF plan and set the scale for the sheet you're measuring. Check it against a printed dimension before tracing anything.&lt;/p&gt;

&lt;p&gt;Use Area to trace a room, Linear for a run or Count for individual items. Give the measurements useful labels so the report can be checked later. Export the marked PDF as well as the quantity report: the outline on the drawing matters as much as the number in the table.&lt;/p&gt;

&lt;p&gt;The manual workflow runs in the browser without an account or a plan upload. Save exported project backups if you need to move the work between machines.&lt;/p&gt;

&lt;h2&gt;
  
  
  Connecting an agent
&lt;/h2&gt;

&lt;p&gt;For a stdio MCP client with Node 20 or newer, the server configuration is:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight json"&gt;&lt;code&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"mcpServers"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="nl"&gt;"opentakeoff"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"command"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"npx"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"args"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s2"&gt;"-y"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"opentakeoff-mcp"&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;The basic sequence is &lt;code&gt;load_plan&lt;/code&gt;, &lt;code&gt;set_scale&lt;/code&gt;, &lt;code&gt;measure_polygon&lt;/code&gt;, &lt;code&gt;view_sheet&lt;/code&gt;, then &lt;code&gt;export_takeoff&lt;/code&gt; and &lt;code&gt;export_marked_pdf&lt;/code&gt;. The &lt;a href="https://github.com/Kentucky-ai/opentakeoff/blob/main/docs/CONNECT.md" rel="noopener noreferrer"&gt;connection guide&lt;/a&gt; covers client-specific setup.&lt;/p&gt;

&lt;p&gt;The agent needs to inspect the overlay and check that its boundary follows the drawing. A reasonable-looking total can hide a bad trace. On import into the browser, agent measurements are proposals that a person can review, correct and accept. An agent's own verdict is separate from human approval.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://www.youtube.com/watch?v=e--kXxSGv7Y" rel="noopener noreferrer"&gt;This recorded demo&lt;/a&gt; shows measurements moving from the agent to the browser for review. It uses an older One-Click Area workflow. That feature is currently disabled by default while the room boundaries get more testing; use &lt;code&gt;measure_polygon&lt;/code&gt; or manual Area tracing in the current default build.&lt;/p&gt;

&lt;p&gt;The privacy boundary changes when an agent is involved. A cloud model may receive the plan images or measurement data its client requests. Running the browser app locally does not, by itself, make an external model local.&lt;/p&gt;

&lt;h2&gt;
  
  
  Hosting your own copy
&lt;/h2&gt;

&lt;p&gt;With Git and Node/npm installed:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;git clone https://github.com/Kentucky-ai/opentakeoff.git
&lt;span class="nb"&gt;cd &lt;/span&gt;opentakeoff/web
npm ci
npm run build
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Serve &lt;code&gt;web/dist/&lt;/code&gt; from a static web server. The manual browser app needs no backend or database. With nginx, make sure &lt;code&gt;.mjs&lt;/code&gt; files have a JavaScript MIME type; see the &lt;a href="https://github.com/Kentucky-ai/opentakeoff/blob/main/docs/SELF_HOSTING.md" rel="noopener noreferrer"&gt;self-hosting notes&lt;/a&gt;.&lt;/p&gt;

&lt;p&gt;The area, length, surface and count tools can support takeoffs across construction trades. They don't remove the need to read specifications, decide scope or check the work.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://github.com/Kentucky-ai/opentakeoff" rel="noopener noreferrer"&gt;Source and documentation&lt;/a&gt;&lt;/p&gt;

</description>
      <category>showdev</category>
      <category>opensource</category>
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