---
title: "JustHireMe"
type: "tool"
slug: "vasu-devs-justhireme"
canonical_url: "https://www.graphcanon.com/tools/vasu-devs-justhireme"
github_url: "https://github.com/vasu-devs/JustHireMe"
homepage_url: "https://www.JustHireMe.ai"
stars: 2142
forks: 347
primary_language: "Python"
license: "AGPL-3.0"
categories: ["ai-agents", "data-retrieval"]
tags: ["mulytiagent", "hireme", "agents", "hiring", "ai", "rag", "job", "jobs"]
updated_at: "2026-07-07T18:45:25.732592+00:00"
---

# JustHireMe

> Local-first AI job intelligence workbench for scraping roles, ranking fit, and generating tailored application materials.

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.

## Facts

- Repository: https://github.com/vasu-devs/JustHireMe
- Homepage: https://www.JustHireMe.ai
- Stars: 2,142 · Forks: 347 · Open issues: 29 · Watchers: 5
- Primary language: Python
- License: AGPL-3.0
- Last pushed: 2026-07-04T21:46:00+00:00

## Categories

- [AI Agents](/categories/ai-agents.md)
- [Data & Retrieval](/categories/data-retrieval.md)

## Tags

mulytiagent, hireme, agents, hiring, ai, rag, job, jobs

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## README (excerpt)

```text
<h1 align="center">JustHireMe</h1>

<p align="center">
  <strong>Local-first AI job intelligence for scraping better roles, ranking fit, and generating tailored application materials.</strong>
</p>

<p align="center">
  <a href="LICENSE"><img alt="License: AGPL-3.0" src="https://img.shields.io/badge/license-AGPL--3.0-2ea44f?style=for-the-badge"></a>
  <img alt="Status: Stable v1" src="https://img.shields.io/badge/status-stable_v1-16a34a?style=for-the-badge">
  <img alt="Local First" src="https://img.shields.io/badge/local--first-yes-0ea5e9?style=for-the-badge">
  <img alt="Desktop: Tauri" src="https://img.shields.io/badge/desktop-Tauri-24c8db?style=for-the-badge">
  <img alt="Backend: Python" src="https://img.shields.io/badge/backend-Python_3.13-3776ab?style=for-the-badge">
  <a href="https://github.com/sponsors/vasu-devs"><img alt="GitHub Sponsors" src="https://img.shields.io/github/sponsors/vasu-devs?style=for-the-badge&logo=githubsponsors&label=Sponsor&color=EA4AAA"></a>
</p>

<p align="center">
  <a href="https://trendshift.io/repositories/30452?utm_source=trendshift-badge&utm_medium=badge&utm_campaign=badge-trendshift-30452" target="_blank" rel="noopener noreferrer"><img src="https://trendshift.io/api/badge/trendshift/repositories/30452/daily?language=Python" alt="vasu-devs%2FJustHireMe | Trendshift" width="250" height="55"/></a>
  <a href="https://trendshift.io/repositories/30452?utm_source=trendshift-badge&utm_medium=badge&utm_campaign=badge-trendshift-30452" target="_blank" rel="noopener noreferrer"><img src="https://trendshift.io/api/badge/trendshift/repositories/30452/daily" alt="vasu-devs%2FJustHireMe | Trendshift" width="250" height="55"/></a>
</p>

<p align="center">
  <a href="#what-it-does">What It Does</a>
  &middot;
  <a href="#visual-workflow">Workflow</a>
  &middot;
  <a href="#architecture">Architecture</a>
  &middot;
  <a href="#quick-start">Quick Start</a>
  &middot;
  <a href="#standard-procedure">Standard Procedure</a>
  &middot;
  <a href="#agent-skill-and-mcp">Agent Skill + MCP</a>
  &middot;
  <a href="#contributing">Contributing</a>
  &middot;
  <a href="#roadmap">Roadmap</a>
</p>

---

## Star History

<a href="https://www.star-history.com/?repos=vasu-devs%2FJustHireMe&type=timeline&legend=top-left">
 <picture>
   <source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/chart?repos=vasu-devs/JustHireMe&type=timeline&theme=dark&legend=top-left" />
   <source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/chart?repos=vasu-devs/JustHireMe&type=timeline&legend=top-left" />
   <img alt="Star History Chart" src="https://api.star-history.com/chart?repos=vasu-devs/JustHireMe&type=timeline&legend=top-left" />
 </picture>
</a>

---

## 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
```

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/tools/vasu-devs-justhireme`](/api/graphcanon/tools/vasu-devs-justhireme)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_