Comparison
career-ops vs agent-toolkit
Verdict
Pick career-ops if career-ops is an open-source AI job search tool designed to automate scanning job portals in the tech industry, scoring job listings for suitability, and customizing resumes, all run from a CLI interface; pick agent-toolkit if extends AI coding agent capabilities with Python skills for development and professional workflows.
Markdown twin · career-ops alternatives · agent-toolkit alternatives
GraphCanon updated Sep 20, 2026
8views this month
vs
Trust & integrity
| Signal | career-ops | agent-toolkit |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 20, 2026 · github_public_v1 | Slowing (198d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- career-ops
- Open-source AI job search tool that automates the process of scanning job portals, scoring listings, and tailoring CVs for applicants.
- agent-toolkit
- A curated collection of skills for AI coding agents
Stars
- career-ops
- 72k
- agent-toolkit
- 2.5k
Forks
- career-ops
- 14k
- agent-toolkit
- 226
Open issues
- career-ops
- 537
- agent-toolkit
- 18
Language
- career-ops
- JavaScript
- agent-toolkit
- Python
Adopt for
- career-ops
- career-ops is an open-source AI job search tool designed to automate scanning job portals in the tech industry, scoring job listings for suitability, and customizing resumes, all run from a CLI interface.
- agent-toolkit
- Extends AI coding agent capabilities with Python skills for development and professional workflows
Persona
- career-ops
- -
- agent-toolkit
- -
Runtime
- career-ops
- -
- agent-toolkit
- -
License
- career-ops
- MIT
- agent-toolkit
- MIT
Last pushed
- career-ops
- Sep 19, 2026
- agent-toolkit
- Mar 5, 2026
Categories
- career-ops
- AI Agents, Developer Tools
- agent-toolkit
- AI Agents, Developer Tools
Trust and health
Maintenance
- career-ops
- Very active (96%)
- agent-toolkit
- Slowing (36%)
Days since push
- career-ops
- 0d
- agent-toolkit
- 198d
Open issues (now)
- career-ops
- 537
- agent-toolkit
- 18
Stars delta
- career-ops
- +8.7k (30d)
- agent-toolkit
- +176 (30d)
Open issues delta
- career-ops
- +260 (30d)
- agent-toolkit
- +1 (30d)
Full report
- career-ops
- Trust report
- agent-toolkit
- Trust report
Shared compatibility
- Node.js · career-ops: Node.js runtime · agent-toolkit: Node.js runtime
Choose career-ops if…
- career-ops is primarily JavaScript; agent-toolkit is Python.
- Pricing: The tool is open source and distributed under the MIT license, free to use. However, premium services or integrations might be available for additional costs..
- Tags unique to career-ops: ai-agent, careerops, job-hunting, resume.
- career-ops ships Docker support for self-hosted deployment.
- When you are actively searching for tech-related jobs and need tools to streamline resume tailoring and application tracking on your local machine.
When NOT to use career-ops
- Avoid using this tool if you prefer web-based job search solutions and do not want to manage the application locally on your machine.
- Career-ops may not be suitable for users looking for robust automation of resume creation from scratch, as it focuses more on tailoring existing CVs.
Choose agent-toolkit if…
- agent-toolkit is primarily Python; career-ops is JavaScript.
- Tags unique to agent-toolkit: agent-skills, automation, claude, claude-code.
- For enhancing specific tasks like documentation, planning, and workflow management
When NOT to use agent-toolkit
- If you seek support for languages other than Python
- When working with non-Python based coding agents that require specialized skills not covered by this toolkit
- In cases where custom, from-scratch development is preferred over using pre-packaged scripts
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (santifer/career-ops) · observed Sep 20, 2026
- GitHub forks (santifer/career-ops) · observed Sep 20, 2026
- Last push (santifer/career-ops) · observed Sep 19, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (softaworks/agent-toolkit) · observed Sep 20, 2026
- GitHub forks (softaworks/agent-toolkit) · observed Sep 20, 2026
- Last push (softaworks/agent-toolkit) · observed Mar 5, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: career-ops 72k · agent-toolkit 2.5k (synced Sep 20, 2026).
Common questions
- What is the difference between career-ops and agent-toolkit?
- career-ops: Open-source AI job search tool that automates the process of scanning job portals, scoring listings, and tailoring CVs for applicants.. agent-toolkit: A curated collection of skills for AI coding agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose career-ops over agent-toolkit?
- Choose career-ops over agent-toolkit when career-ops is primarily JavaScript; agent-toolkit is Python; Pricing: The tool is open source and distributed under the MIT license, free to use. However, premium services or integrations might be available for additional costs.; Tags unique to career-ops: ai-agent, careerops, job-hunting, resume; career-ops ships Docker support for self-hosted deployment; When you are actively searching for tech-related jobs and need tools to streamline resume tailoring and application tracking on your local machine.
- When should I choose agent-toolkit over career-ops?
- Choose agent-toolkit over career-ops when agent-toolkit is primarily Python; career-ops is JavaScript; Tags unique to agent-toolkit: agent-skills, automation, claude, claude-code; For enhancing specific tasks like documentation, planning, and workflow management.
- When should I avoid career-ops?
- Avoid using this tool if you prefer web-based job search solutions and do not want to manage the application locally on your machine. Career-ops may not be suitable for users looking for robust automation of resume creation from scratch, as it focuses more on tailoring existing CVs.
- When should I avoid agent-toolkit?
- If you seek support for languages other than Python When working with non-Python based coding agents that require specialized skills not covered by this toolkit In cases where custom, from-scratch development is preferred over using pre-packaged scripts
- Is career-ops or agent-toolkit more popular on GitHub?
- career-ops has more GitHub stars (72,182 vs 2,483). Stars measure visibility, not whether either tool fits your constraints.
- Are career-ops and agent-toolkit open source?
- Yes - both are open-source projects on GitHub (career-ops: MIT, agent-toolkit: MIT).
- Where can I find alternatives to career-ops or agent-toolkit?
- GraphCanon lists graph-backed alternatives at career-ops alternatives and agent-toolkit alternatives (career-ops markdown twin, agent-toolkit markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, career-ops or agent-toolkit?
- career-ops: Very active. agent-toolkit: Slowing. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for career-ops and agent-toolkit?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: career-ops trust report; agent-toolkit trust report.