How JobAppAgent compares to other open‑source job agents

JobAppAgent is an open-source job application agent, and it isn't the only one. Several open-source projects now find roles, fill in forms and track applications. They differ in how much they do without asking, which job systems they handle, and where your data ends up. The table below compares them on those points, using only what each project says in its own README or docs. Where a project doesn't say, the cell says "not stated".

Last checked 22 Oct 2026. Projects change quickly, so check the linked source before you rely on a cell.

Comparison table

Key: "Approval before submit" means a person approves each application before it's sent.

• JobAppAgent

  vaibhavarora14/job-application-agent [1]
  Approval before submit: yes, by default

  Does

  Searches, matches, fills and submits. review-each is the default. Optional routine-auto submits routine applications in batches you've authorised, and pauses for sensitive steps.

  Job sites

  Uses the browser your coding agent provides. Submits to Greenhouse, Ashby and Lever, which test fixtures cover. Other documented channels: LinkedIn, Workable, Comeet, Rippling, SmartRecruiters, Google Forms, company career sites and email. Workday is listed but not yet submitted to or tested. It won't automate LinkedIn or X sign-in or messaging.

  Licence

  MIT

  Install

  npx job-application-agent@latest install or npx skills add

  Data

  Profile in the OS credential store. Résumé and ledgers in a local owner-only folder (an optional private remote store can be configured). Analytics, contact record and community sharing are on by default, with opt-outs.

• torontodeveloper/job-application-agent

  [2]
  Never submits: you click Submit

  Does

  Discovers roles, tailors the résumé, fills the form, then stops for you to submit.

  Job sites

  Greenhouse, Ashby, Lever ("..."). Workday after you log in once. README says not to use it on LinkedIn Easy Apply.

  Licence

  Not stated (no licence file in the repo)

  Install

  Python venv, pip install -r requirements.txt, Playwright

  Data

  Local files (profile.yaml, a persistent browser profile), kept out of git

• agent-apply

  Yaima/agent-apply [3]
  Approval before submit: yes

  Does

  Reads a tracker spreadsheet, checks postings are live, fills applications. Dry run by default. Live mode pauses before each submit.

  Job sites

  Greenhouse and Lever: filled, you submit. Ashby: filled, then you apply by hand. Workday, Google and Apple careers: assisted. LinkedIn: by hand only.

  Licence

  MIT

  Install

  pip install -r requirements.txt plus Playwright

  Data

  Local: profile.yaml, .xlsx tracker, logs, all kept out of git

• ApplyPilot

  Pickle-Pixel/ApplyPilot [4]
  Approval before submit: no, by default

  Does

  Fully autonomous six-stage pipeline that discovers, scores, tailors, writes cover letters and submits.

  Job sites

  Indeed, LinkedIn, Glassdoor, ZipRecruiter, Google Jobs, 48 Workday employer portals and 30 direct career sites (README figures vary: 46/48 and 28/30). Greenhouse, Lever and Ashby: not stated.

  Licence

  AGPL-3.0

  Install

  pip install applypilot; auto-apply also needs the Claude Code CLI and Chrome

  Data

  Local config files (profile.json, searches.yaml, .env). Otherwise not stated.

• career-ops

  career-ops-hq/career-ops [5][6]
  Never submits: you click Submit

  Does

  Evaluates and scores roles, tailors the CV, drafts answers and fills forms. Never submits.

  Job sites

  Autofill field-tested on Ashby, Greenhouse, Lever and Workable. Portal scanner covers Ashby, Greenhouse, Lever and Wellfound. Workday and LinkedIn Easy Apply: not stated.

  Licence

  MIT

  Install

  npx @santifer/career-ops init, run in an AI coding CLI

  Data

  Local project folder (or a data directory you choose)

• LangHire

  jaimaann/LangHire [7]
  Approval before submit: not stated

  Does

  Desktop app whose browser agent collects jobs, fills forms, answers screening questions and submits. Parallel workers.

  Job sites

  LinkedIn Easy Apply and external ATS. Lists 30+ ATS including Workday, Greenhouse, Lever, iCIMS, SmartRecruiters and Taleo. Ashby: not stated.

  Licence

  MIT

  Install

  Desktop installers (macOS, Windows, Linux)

  Data

  "100% local", in the OS app data folder

• JobPilot by Zeyad Elganainy

  zeyadelganainy/job-agent-autopilot [8][9]
  Never submits: you apply yourself

  Does

  Self-hosted daily run that scans feeds, scores roles and writes a tailored résumé and cover letter. It never fills or submits applications.

  Job sites

  Reads Greenhouse, Lever and Ashby public feeds. Workday, Taleo and iCIMS postings go to a manual triage queue.

  Licence

  MIT

  Install

  pip install -r requirements.txt on your own machine or server

  Data

  Your own machine or server. Keys and profile kept out of git.

• JobPilot by suxrobGM

  suxrobGM/jobpilot [10][11]
  Approval before submit: optional, depends on mode

  Does

  Searches boards, scores jobs and applies. Search-only mode waits for your approval. Auto-apply works up to a limit. "Pilot" can run the whole search.

  Job sites

  Boards: LinkedIn, Indeed, Hiring Cafe and others. ATS (Greenhouse, Lever, Ashby, Workday): not stated. LinkedIn Easy Apply: not stated.

  Licence

  MIT

  Install

  Claude Code or Codex plugin from the author's own marketplace, plus a terminal host

  Data

  Profile, résumés and applications in your JobPilot account. Browser sessions stay on your computer.

How to choose

• You want a person to approve every submit and you're comfortable in a coding agent. JobAppAgent, career-ops and agent-apply all keep you on the submit button. JobAppAgent also checks eligibility and duplicates, and only counts confirmed submissions. career-ops has the larger scanner and the CV and cover-letter tooling. agent-apply suits a spreadsheet tracker.
• You want the most hands-off pipeline. ApplyPilot is built to submit on its own across many boards and Workday portals. LangHire does the same from a desktop app. Both fit that need better than JobAppAgent, which defaults to review.
• You want documents prepared, and you apply yourself. Zeyad Elganainy's JobPilot never submits. It sends a daily digest with tailored documents.
• You want a desktop app rather than a coding agent. LangHire ships installers for macOS, Windows and Linux.
• You want a hosted dashboard and outreach in one place. suxrobGM's JobPilot keeps your data in a JobPilot account and includes recruiter outreach.
• You want everything on your machine with nothing sent anywhere. Check each project's analytics settings. JobAppAgent keeps your profile and résumé local, but its usage analytics, contact record and community sharing are on until you turn them off.

Not in the table

AI answers also mention "AIJobAgent" and "AutoApply". We couldn't match either name to one specific project, so they're left out rather than guessed. The repository feder-cr/Jobs_Applier_AI_Agent_AIHawk now redirects to a different project.

Sources

1. github.com/vaibhavarora14/job-application-agent
2. github.com/torontodeveloper/job-application-agent
3. github.com/Yaima/agent-apply
4. github.com/Pickle-Pixel/ApplyPilot
5. github.com/career-ops-hq/career-ops
6. github.com/career-ops-hq/career-ops/blob/main/docs/APPLY_AUTOFILL.md
7. github.com/jaimaann/LangHire
8. github.com/zeyadelganainy/job-agent-autopilot
9. zeyad.ca/projects/job-agent
10. github.com/suxrobGM/jobpilot
11. github.com/suxrobGM/jobpilot/blob/main/docs/architecture.md

About the project · View on GitHub