No placeholders. No typing. Letters are ready to copy and paste.

The workflow is: 1. Upload your resume (PDF) - it gets parsed and cached in your browser. 2. Paste the job description 3. Get a personalized cover letter in ~5 seconds

It connects to any OpenAI-compatible local LLM endpoint. I use it with Ollama + llama3.2, but it works with any local model server.

Key features: - 100% local and private depending on the LLM of your choice - Smart resume parsing with pdf-parse - Multi-language support (you can add more languages) - Editable output with one-click copy

I made this because I was tired of wasting time with writing letters while applying for jobs. All other tools I tried weren't as quick as I wanted because I still needed to modify the letters to replace placeholders.

I also didn't find any tool that let's me use my local LLM for free, and I didn't want to pay for ChatGPT/Claude API calls for every job application.

The output quality is good, and it can bypass some AI detectors.

It's open source too and free to use. You can self-host it or run it locally in development mode.

GitHub: https://github.com/stanleyume/coverlettermaker

Cheers :)