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career-coach vs ATSPrep

career-coach is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑26.

career-coach is a plugin bundle for AI coding tools published by Antony Zaki. No marketplace we read lists it any more. ATSPrep is an MCP server published by Devabubakar. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-30. A plugin in this pair is no longer listed on any marketplace we read, so search engines are asked not to index the page.

Where each is published

Where each is published
Marketplacecareer-coachATSPrep
Community marketplace aznatkoiny/zai-skills Removed on 2026-10-26
Version: 1.3.0
Forks (GitHub): 1
Stars (GitHub): 10
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 2.0.0
Forks (GitHub): 0
Stars (GitHub): 0
Not marked · First seen

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

The facts side by side

career-coach vs ATSPrep
Factcareer-coachno longer listed · ATSPrep
Marketplaces that list it (differs)01
Stars (GitHub) (differs)100
Forks (GitHub) (differs)10
Last releaseNot publishedNot published
Where it runs (differs)Installs as a plugin bundleRemote server (atsprep.com/mcp)
Transport (differs)Not statedStreamable HTTP
Tools it declaresNot publishedNot published
Environment variables it asks for (differs)4, secrets among them: 2Not published
Hooks it runs (differs)2Not published
Parts of the bundle (differs)14Not a bundle
Licence (differs)MITNot stated
Repository (differs)github.com/aznatkoiny/zai-skillsgithub.com/devabubakar/atsprep-skills
Changes in the last 7 days (differs)20
First seen (differs)2026-10-152026-10-18
Endpoint at the last check (differs)no remote endpoint we checkResponded 5 days ago

Lines where the two differ have a tinted background and bold values. No value is marked better or worse: a plugin no marketplace lists any more is shown with its last known data, which we do not rank against current figures.

What to use instead of career-coach

Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.

  • resume-career-toolkit

    A comprehensive career toolkit with 20 skills covering the full job search lifecycle, from resume writing and ATS optimization to interview preparation, salary negotiation, and…

    by jirawatp · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • job-hunt-skills

    Practical AI-assisted skills, prompts, guides, and templates to give you an edge in your job search. Open source and free — designed to work with the AI subscription you already…

    by Remotivated · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • workopia-jobs

    Search jobs, tailor resumes, draft cover letters, and track applications via Workopia.

    by Workopia · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • job-assistant

    Analyze job postings and optimize your resume with an 11-step interactive workflow. The plugin conducts company research, structures job requirements, performs gap analysis…

    by imfelixkim · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • Smart Match

    Analyze job listings against your resume, track applications, and generate cover letters.

    by pkhaninejad · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • claude-career-plugin

    AI job search command center for Claude Code. Evaluate job offers with fit scoring, generate tailored CVs and cover letters, scan 45+ company career portals automatically, track…

    by skytow · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

Its card, with similar plugins by marketplace

What each says it does

career-coach

In its own words, on Community GitHub marketplaces:

AI-powered career coaching with 8 commands covering the full pipeline — job search, ATS checks, mock interviews, offer comparison, follow-ups — plus an API-first job intelligence MCP server and LaTeX resume rendering.

ATSPrep

In its own words, on Official MCP Registry:

Free resume tools: ATS score, job match, bullet and LinkedIn checks, tailoring, interview prep.

How to run each

career-coach

No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.

ATSPrep As a remote MCP server

Claude Code
claude mcp add --transport http atsprep https://atsprep.com/mcp

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Only ATSPrep has a remote endpoint we check. How we check endpoints

Tools each declares

Neither one's marketplaces publish a list of tools, so there is nothing to compare.

Settings each asks for

The marketplaces of ATSPrep publish no settings it asks for, so we do not compare settings.

What it can do: career-coach · What it can do: ATSPrep · Compare two other plugins

Data comes from public marketplace files in GitHub repositories of their authors. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built