Worklife — AI job search runs on your own machine — the client starts it, so there is no endpoint to ping. Last commit 28 Oct 2026.
MCP career tools for job search, resume matching, application tracking, and employer research.
What the code does
We read the source, 4 d ago · rules 995398eba69f
A value the model can set ends up inside a file or shell call. That is not a flaw by itself — for a terminal server it is the job — but it is where things go wrong when it is not.
result = subprocess.run(
What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.
document = yaml.load(source) if source.strip() else {}
result = subprocess.run(
Ledger._write_private(folder / ".npmrc", b"registry=https://registry.npmjs.org/\n")
Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.
A tool parameter here reaches a dangerous call
That is not a flaw by itself — but it is where things go wrong when it is not the job. We re-read this code on every release. Watch it and you hear from us the day another one appears.
Alternatives to Worklife — AI job search
same job, measured the same wayGetJobzi MCP server for job search, application tracking, and career forecasting.
Job search, application materials, and application tracking for AI assistants.
French IT job search, AI candidate-offer matching, application tracking and cover letters.
Job search automation, auto apply, resume builder, application tracking, and recruiter outreach
Workopia - free MCP for global job search, PDF resume builder, and AI career advice.
Search jobs, manage resumes, and track applications on Qarera from your AI chat client.
AI job search and tracker: jobs near you and remote, pay vs market, ghost-job risk, resume checker.
Job board and application tracker for finance, trading and quant careers. 37 tools, free.
Worklife — AI job search — questions
Answers built from our own checks of this server.