JustHireMe
Local-first AI job intelligence workbench for scraping roles, ranking fit, and generating tailored application materials.
GraphCanon updated 4w · GitHub synced 4w
Decision brief
Local-first AI for job seeking with scraping, ranking fit, and personalized application materials.
Good fit when
- Need localized job listings not found on major platforms
- Require detailed personalization of resumes and cover letters
Avoid when
- Seeking cloud-based solutions without local deployment capabilities
- Focus on industries with very specific or confidential application processes
Observed Jul 12, 2026 · Source: enrich:decision_facts
Verify the decision
Maintenance and security
Full trust report- Maintenance
- Very active (2d since push)
- As of 4w
- Provenance
- Not a fork · Personal account
- As of 4w
- Security (OSV)
- No lockfile
- As of 1mo
Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.
Install
pip install JustHireMeHow it fits your stack(10)
Typed graph edges - alternatives, integrations, successors, and dependencies. Ranked by relationship type, not raw GitHub stars.
Alternative
Integrates
Depends on
Relationship graph
Optional deeper exploration of typed edges and category neighbours.
career-ops64k★
deep-searcher8.1k★
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langflow153k★
langchain144k★
ragflow87k★
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open-webui149k★career-ops64k★deep-searcher8.1k★firecrawl168k★langflow153k★langchain144k★ragflow87k★transformers164k★graphify108k★open-webui149k★Similar tools
Same-category neighbours not already linked as typed edges.
Evidence and technical details
Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.
Overview
A toolset designed to help users find suitable jobs by scraping role listings, evaluating their qualifications against listed requirements, and assisting in the creation of personalized application documents such as CVs or cover letters. Utilizes AI agents, multi-agent systems, retrieval-augmented generation (RAG), and vector databases to deliver a comprehensive service.
Capability facts
- MCP server
- No MCP server detected
Source: repo_scan · Jul 22, 2026
- Languages
- python, javascript, typescript
Source: github.language+package.json · Jul 22, 2026
Categories
Compatibility
Sourced claims from the README excerpt - not unsourced marketing copy.
Source: README excerpt (regex_v1, Jul 22, 2026)
| Node.js | 24 recommended; CI uses Node 24 |Source link
Tags
README
Install The Desktop App
Use this path if you are not a developer and just want to run JustHireMe. Open the latest GitHub Release and grab the asset for your platform.
| Platform | Download | Notes |
|---|---|---|
| Windows | JustHireMe_*_x64-setup.exe | If SmartScreen appears, click More info -> Run anyway |
| macOS (Apple Silicon) | JustHireMe_*_aarch64.dmg | Not yet notarized: if macOS says the app is damaged/unverified, allow it in System Settings -> Privacy & Security -> Open Anyway |
| Linux (Debian/Ubuntu) | JustHireMe_*_amd64.deb | sudo dpkg -i the file |
| Linux (portable) | JustHireMe_*_amd64.AppImage | chmod +x then run it |
First launch downloads the runtime pack. The first time you open the app it fetches the runtime (browser + vector libraries + embedding model) over HTTPS and caches it; this is a one-time download. After that, the app starts offline-ready and routine updates do not re-download it.
The app updates itself automatically from the latest GitHub release. Release notes include SHA256 checksums, and every installer is built by GitHub Actions from the release tag so the published binary matches the repository source.
Requirements
| Tool | Version |
|---|---|
| Node.js | 24 recommended; CI uses Node 24 |
| Python | 3.13+ |
| Rust | stable |
| uv | latest stable |
| Git | any modern version |
Optional:
- Ollama for local model experiments
- Playwright browser dependencies only for experimental automation work
License
JustHireMe is open source under the GNU Affero General Public License v3.0 only.
You may self-host, modify, and use JustHireMe, including with your own API keys, under the terms of the AGPL-3.0 license. If you modify JustHireMe and make it available over a network, the AGPL requires you to provide the corresponding source code for that modified version to users of the network service.
Commercial licenses are available for organizations that want to use JustHireMe outside the AGPL terms, including private forks, proprietary modifications, embedding, white-labeling, or managed deployments. See COMMERCIAL_LICENSE.md for the commercial path.
For agents
This page has a .md twin and JSON over the API.