vasu-devs/JustHireMe

Health v2 · maintenance only

Adoption not part of the score

2236 stars · 362 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

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

application · maturity stable

web-scraping rag vector-database search-engine agent-framework llm-inference nlp artificial-intelligence hr developer-tools desktop-applications python cross-platform windows 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

For agents

markdown · JSON · MCP: product_card(name="vasu-devs/JustHireMe")