# vasu-devs/JustHireMe

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

Repository: https://github.com/vasu-devs/JustHireMe
Canonical: https://ross.abutalabs.com/products/justhireme
Homepage: https://www.JustHireMe.ai
Language: Python
License: AGPL-3.0
License Family: copyleft
Topics: agents, ai, hireme, hiring, job, jobs, rag, scrape, semantic-search, vector-database, mulytiagent
Last push: 2026-08-26T17:31:36+00:00

## Health v2 (maintenance only)
Score: 78/100 (v2, computed 2026-09-03T02:39:23.370411+00:00)
- activity 99, release rhythm 87, longevity 13
- inputs: {"age_days": 186, "days_push": 7, "days_rel": 7, "gap_med": 0, "n_releases_24m": 88}
- flags: none
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 2236, forks 362 (observed 2026-08-28T04:06:29.368290+00:00)

## What it is
JustHireMe is a local-first desktop workbench (Tauri frontend, Python backend) that scrapes job postings, ranks role fit against your profile using semantic search and RAG, and generates tailored application materials like resumes and cover letters. It runs entirely on your machine with multi-agent AI workflows and exposes an MCP interface for integration with other agents.

## Use cases
- scrape job postings from job boards locally
- rank job openings by fit against my resume
- generate tailored cover letters for each job
- create customized resumes for specific roles
- run AI job search without sending data to the cloud
- find jobs matching my skills using semantic search
- automate my job application workflow with agents

## When to choose
- you want a privacy-preserving, local-first job search tool
- you need to tailor resumes and cover letters to specific postings
- you want to rank many scraped job listings by personal fit
- you prefer desktop software over web-based AI apply services
- you want to integrate job intelligence into other agents via MCP

## When to avoid
- you need a hosted service that applies to jobs for you automatically
- you require mobile or web-only access
- you need a permissively licensed tool for proprietary embedding (AGPL-3.0)
- you only want simple job board browsing without AI features

## Facets
- artifact type: application
- maturity: stable
- function: web-scraping, rag, vector-database, search-engine, agent-framework, llm-inference, nlp
- domain: artificial-intelligence, hr, developer-tools, desktop-applications
- platform: python, cross-platform, windows
- tags: job-search, job-scraping, resume-tailoring, cover-letter-generation, local-first, job-fit-ranking, application-materials, multi-agent, mcp, semantic-search, ai-agents, retrieval-augmented-generation, automation, desktop, tauri, macos, linux

## Member repositories
- vasu-devs/JustHireMe (main) score 78

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:06:29.368290+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T02:44:18.370210+00:00, confidence not recorded.
  - readme: https://github.com/vasu-devs/JustHireMe (fetched 2026-08-28T04:06:29.368290+00:00, sha 72b17c0668d8)
  - homepage: https://www.JustHireMe.ai (fetched 2026-08-29T10:24:57.651953+00:00, sha 82229ec2539f)
- Data as of 2026-08-30T08:39:29.467469+00:00.