Lathe
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@Lathe shape my resume for a senior backend role"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
Lathe
Local MCP server that shapes tailored resume PDFs with a live browser preview.
Lathe is a small Model Context Protocol server you run on your own machine. You talk to Claude about your background, your target job, and the kind of resume you want; Claude shapes the content; Lathe renders it in a real browser window that updates as you iterate. When you're happy, Lathe exports a print-ready PDF.
Nothing about you leaves your laptop.
Why this exists
A lot of resume MCPs ship your data to a third-party API to render the PDF. The most popular one (resumake-mcp) depends on an upstream service that's been shut down, and pins a vulnerable version of the MCP SDK. Lathe takes the opposite approach: render everything locally with headless Chromium, no external services, no accounts.
Related MCP server: md2pdf-mcp
Features
Live preview — A Chromium window opens on first use and stays put. Every edit Claude pushes refreshes the page in place, so you watch the resume change as you give feedback.
HTML/CSS templates — Three starter templates (
modern,classic,minimal). Hand-write your own, or describe one in chat and let Claude generate it.Print-ready PDF —
letterpaper, real CSS, real fonts. Exported on demand.Local-first — No third-party APIs. No accounts. Your data stays on your machine.
Strict TypeScript —
strict: true,noUncheckedIndexedAccess: true.Zero secrets — no env vars, no keys, no auth.
How it works
You ────▶ Claude ────▶ Lathe MCP ──▶ Handlebars render ──▶ work/current.html
│
▼
Puppeteer Chromium
(visible window)
│
────▶ page.reload() ◀──┘
│
▼
You see it change
│
▼
"Export it"
│
▼
output/*.pdfInstall
git clone https://github.com/itonskie/lathe.git
cd lathe
npm install # also downloads a Chromium for Puppeteer (~170 MB on first install)
npm run buildThen add Lathe to your Claude Desktop config:
macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
Windows: %APPDATA%\Claude\claude_desktop_config.json
Linux: ~/.config/Claude/claude_desktop_config.json
Recommended (works with nvm / fnm / system node):
{
"mcpServers": {
"lathe": {
"command": "/absolute/path/to/lathe/bin/lathe.sh",
"args": []
}
}
}The wrapper script in bin/lathe.sh sources nvm if it's installed, so it survives nvm install upgrades.
System-node alternative (no wrapper):
{
"mcpServers": {
"lathe": {
"command": "node",
"args": ["/absolute/path/to/lathe/dist/server.js"]
}
}
}Only works if node is on Claude Desktop's PATH — i.e., installed via Homebrew or system package manager, not nvm. (Claude Desktop spawns subprocesses with a minimal PATH that doesn't see ~/.nvm/.)
Fully quit Claude Desktop (⌘Q on macOS — closing the window isn't enough) and reopen. Lathe shows up in the tools list.
Usage
Talk to Claude naturally:
"Here's my background [paste]. I'm applying for this Senior Backend Engineer role at Stripe [paste JD]. Use the modern template, open the preview, and let's iterate."
Claude will:
Call
lathe_templatesto confirm what's available.Extract a structured resume from your inputs.
Call
lathe_preview— a Chromium window opens with your resume.You give feedback in chat ("make the first Acme bullet stronger", "drop the GPA").
Claude calls
lathe_shapeafter each round — the window auto-refreshes.When it looks right, ask for the PDF — Claude calls
lathe_finish.
Tools
Tool | What it does |
| List templates in |
| Render + open the live browser window |
| Push updates; browser auto-refreshes |
| Export the current preview as PDF |
| Save a new template |
Templates
Templates are plain HTML files in templates/, with Handlebars placeholders:
<h1>{{basics.name}}</h1>
{{#each work}}
<div>
<strong>{{position}}</strong> at {{company}}
<ul>{{#each highlights}}<li>{{this}}</li>{{/each}}</ul>
</div>
{{/each}}One custom helper is registered: {{join keywords ", "}} — joins an array with a separator.
Templates assume this data shape, but any field is optional:
{
basics: { name, headline, email, phone, location, website, summary }
work: [{ company, position, location, startDate, endDate, highlights[] }]
education:[{ institution, area, studyType, location, startDate, endDate, gpa }]
skills: [{ name, keywords[] }]
projects: [{ name, description, url, keywords[], highlights[] }]
}To add a template, drop an HTML file into templates/, or have Claude generate one and save it via lathe_add_template.
Development
npm run dev # tsx watch — restart on save
npm run typecheck # strict tsc check
npm test # smoke test: render all templates + export PDFs (no visible browser)
npm run build # compile to dist/Project layout
lathe/
├── src/
│ ├── server.ts # MCP wiring (tool registration, transport)
│ └── lathe.ts # Core: render + Puppeteer + PDF
├── templates/ # HTML templates (Handlebars)
├── test/smoke.ts # End-to-end render + PDF test
├── work/ # Rendered HTML lives here (gitignored)
├── output/ # Exported PDFs (gitignored)
└── dist/ # Compiled JS (gitignored)License
MIT © 2026 itonskie
Available Tools
5 toolslathe_add_templateA
Save a new HTML template into the templates folder. The HTML can use Handlebars placeholders like {{basics.name}} or {{#each work}}…{{/each}}.
Inputs: html (required), name (required).
lathe_finishA
Export the current preview as a PDF. Defaults to the output/ folder; pass folderPath to organize into subfolders.
Inputs: filename, folderPath.
lathe_previewA
Open a live browser window showing a rendered resume. Pass the structured resume data and the template name (from lathe_templates). The window stays open so subsequent lathe_shape calls refresh it in place.
Inputs: data (required), template (required).
lathe_shapeA
Push updated resume data (and optionally a different template) into the live preview. The browser window auto-refreshes so the user sees the change immediately. Use this after every feedback iteration.
Inputs: data (required), template.
lathe_templatesA
List the resume templates currently available in the Lathe templates folder.
Inputs: no named parameters.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
Loading tool schema changelog…
TDQS
Scored across 5 tools
Each tool has a distinct purpose: listing templates, creating a live preview, updating the preview, exporting to PDF, and adding new templates. There is no overlap or ambiguity between them.
All tools share the 'lathe_' prefix and use snake_case, but the first tool 'lathe_templates' uses a noun instead of a verb, while others use verbs like 'preview', 'shape', 'finish', and 'add_template'. This minor inconsistency is easy to overlook.
Five tools cover the complete workflow of template management, previewing, iterative updates, and PDF export. The count is well-scoped and each tool contributes a necessary function.
The tool set covers the full lifecycle: discover templates, preview, edit data, export, and add custom templates. There are no obvious missing operations for the intended resume rendering use case.
Maintenance
Related MCP Connectors
Build, version and render resumes as PDFs from Claude or any MCP client.
HTML and CSS to PDF MCP server with page headers, footers and page numbers. No headless browser.
A remote MCP server to convert HTML documents (URL or raw source) to PDF or screenshots
Free open-source resume builder with remote MCP tools for resumes and job applications.
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