CVForge
Click on "Install 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., "@CVForgeTurn this CV into a polished one-page portfolio"
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.
⚒️ CVForge — paste a CV, get a stunning portfolio
CV (PDF / DOCX / Markdown / plain text) → a beautiful one-page portfolio, themed to the person's domain — 59 domains detected automatically. English and Arabic (RTL). 71 templates with a live gallery — and INFINITE DESIGNS: every 🎲 click forges a brand-new design (8 layouts × 8 backgrounds × 5 type styles × shape, card & accent systems), while each template has its own modern signature design. One engine, three ways to use it: MCP server, REST API (Vercel-hosted), and a 100% client-side offline playground.
The interface matches the banner above: deep-navy "aurora" design with animated
gradient blobs, glowing cards, a laptop preview and a particle "forge" arrow —
CSS-only motion (typing hero, scroll reveals, sparkle bursts, floating blobs),
plus prefers-reduced-motion support.
✨ Features
Smart parsing | extracts name, contacts, skills, experience, projects, education — and auto-detects 59 domains (AI, e-commerce, chef, lawyer, economist...) |
71 templates | every field: AI/ML, programming, cyber, cloud, game, blockchain, mobile, devops, robotics; economy, accounting, e-commerce, business, founder, sales, consulting, logistics, real estate, HR; health (doctor, psychology, nutrition, fitness, vet); creative (UX, interior, fashion, video, music, art, writing, journalism, translation, content, architecture); research/science/history; culinary, hospitality, tourism; trades, beauty, aviation, agriculture, social, government, legal |
∞ Infinite designs | procedural design engine: 8 layouts (split, hero, bento, editorial, terminal, glass, white, magazine) × 8 backgrounds (blobs, mesh, grid, dots, scan, waves, stripes, plain) × 5 fonts × shapes × cards × section accents. 🎲 New design = fresh random seed; the same seed always reproduces the exact same design ( |
Arabic RTL |
|
PDF / DOCX / MD / TXT | server-side extraction (pypdf + python-docx) or client-side paste |
Private by design | it's your CV — run the engine locally; nothing is stored anywhere |
Motion-first UI | aurora blobs, typing hero, glowing laptop preview, sparkle "forge" animation |
Template gallery | 71 real previews rendered client-side, filter by Light/Dark/Mono/Serif or by field (Tech, Business, Health, Creative, Education, Hospitality, Service, Legal) |
Related MCP server: Resume Generator MCP Server
🧰 Tools (MCP — 4)
Tool | What it does |
| CV → structured JSON (name, contacts, skills, experience, projects, domain) |
| writes a self-contained |
| returns HTML inline (preview / embed) |
| all 71 design templates |
🚀 Quick start (local)
./setup.sh # deps (cvforge + fastapi + pypdf + python-docx)
./run.sh # start the MCP server (stdio)
python3 -m uvicorn playground.app:app --port 3500 # interactive web UIMCP client config:
{ "mcpServers": { "cvforge": { "command": "python3", "args": ["-m", "cvforge"], "cwd": "/absolute/path/to/cvforge" } } }No server needed: open cvforge-offline-playground.html in any browser —
parse + render run entirely client-side. Perfect for a link-in-bio or a CV
that works offline.
☁️ Hosted (Vercel)
Live demo: https://cv-forge-brown.vercel.app — see DEPLOY.md.
index.html→ landing + interactive demo (static)api/index.py→ single self-contained serverless function:GET /api/health·GET /api/cv/themesPOST /api/cv/parse·POST /api/cv/parse_file(PDF / DOCX upload)POST /api/cv/generate(theme,language:"ar"→ RTL)
💰 Monetization
See PRICING.md — freemium: free local runs → Pro hosted API → Agency white-label.
📦 License
MIT — see LICENSE.
Built by @DeadEnde · 2026 · made for people who work with AI
🎲 Infinite designs (seeds)
Every CV render is produced by a deterministic procedural design engine:
the pair (theme, seed) selects a full design — layout archetype, background
treatment, typography, radius/shape language, card style and section accents —
while the theme still drives the palette & gradient. Any seed = any design, so
combinations are effectively infinite.
seedomitted → the template's signature design (stable: each of the 71 templates always shows its own modern look).POST /api/cv/generatewithseed→ that exact design, reproducible on any machine (Python engine in the API ≡ JS engine in the browser — parity tested).🎲 New design (landing) → random seed, new design every click.
🔗 Copy design link →
https://…/?t=ai&d=12345opens that exact design.The API response includes
design:{seed,layout,bg,font,accent,hero}and the page showsdesign — #<seed> · <layout>.
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