JustHireMe
vasu-devs/JustHireMe
Local-first AI job intelligence workbench for scraping roles, ranking fit, and generating tailored application materials.
Overview
JustHireMe is a Python-based tool offering local first operation to scrape job listings, assess personal suitability for these positions, and create customized application documents. It includes support for multi-agent systems, semantic search capabilities, and interfaces with vector databases. The project aims to provide an intelligent approach to managing the employment search process.
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Install
pip install JustHireMeREADME
JustHireMe
Local-first AI job intelligence for scraping better roles, ranking fit, and generating tailored application materials.
What It Does · Workflow · Architecture · Quick Start · Standard Procedure · Agent Skill + MCP · Contributing · Roadmap
Star History
The Short Version
JustHireMe is an AGPL-licensed, local-first desktop workbench for people who are tired of noisy job boards and black-box AI apply tools.
Maintainer
JustHireMe is built and maintained by Vasudev Siddh - full-stack AI engineer, open-source builder, and the person who got tired of bad job boards and built something better.
Sponsor the project - Sponsorship keeps JustHireMe actively maintained, funds source adapter coverage, and supports the local-first architecture that makes this different from every cloud-first alternative.
Current Status
JustHireMe's stable core is the local-first desktop workbench, Python sidecar API, lead ingestion, deterministic ranking, profile-aware matching, local CRM workflows, and document/outreach generation. Every release is built by GitHub Actions from a v* tag and now ships installers for Windows, macOS, and Linux.
| Area | Status |
|---|---|
| Frontend workbench | Stable |
| Python sidecar API | Stable |
| Scraper, ranking, vector matching, and customizer core | Supported open-source scope |
Windows installer (.exe) | Released every version |
macOS installer (.dmg + .app) | Released every version (ad-hoc signed, not yet notarized — Gatek |