--- title: "career-ops vs agents" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/santifer-career-ops-vs-wshobson-agents" tools: ["santifer-career-ops", "wshobson-agents"] --- # career-ops vs agents *GraphCanon updated Sep 20, 2026* ## 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 agents if the agents tool is a marketplace for plugins that enhances multiple AI agents, offering integration and management capabilities across several platforms, including. [career-ops](https://career-ops.org) reports 72k GitHub stars, 14k forks, and 537 open issues, last pushed Sep 19, 2026. [agents](https://sethhobson.com) has 40k stars, 4.2k forks, and 12 open issues, last pushed Sep 19, 2026. Figures are from public GitHub metadata via [career-ops's repository](https://github.com/santifer/career-ops) and [agents's repository](https://github.com/wshobson/agents). | | [career-ops](/tools/santifer-career-ops.md) | [agents](/tools/wshobson-agents.md) | | --- | --- | --- | | Tagline | Open-source AI job search tool that automates the process of scanning job portals, scoring listings, and tailoring CVs for applicants. | Multi-harness agentic plugin marketplace for various AI agents | | Stars | 72,182 | 39,823 | | Forks | 13,600 | 4,246 | | Open issues | 537 | 12 | | Language | JavaScript | Python | | Adopt for | 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. | The agents tool is a marketplace for plugins that enhances multiple AI agents, offering integration and management capabilities across several platforms, including Claude Code, Codex CLI, Cursor, OpenCode, GitHub Copilot | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | AI Agents, Developer Tools | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [career-ops](/tools/santifer-career-ops.md) | [agents](/tools/wshobson-agents.md) | | --- | --- | --- | | Days since push | 0d | 1d | | Open issues (now) | 537 | 12 | | Stars delta | +8.7k (30d) | +895 (30d) | | Open issues delta | +260 (30d) | +7 (30d) | | Owner type | Organization | User | | Full report | [trust report](/tools/santifer-career-ops/trust.md) | [trust report](/tools/wshobson-agents/trust.md) | ## Decision facts: career-ops - **Pricing:** freemium - 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. - **Adopt for:** 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. ## Decision facts: agents - **Adopt for:** The agents tool is a marketplace for plugins that enhances multiple AI agents, offering integration and management capabilities across several platforms, including Claude Code, Codex CLI, Cursor, OpenCode, GitHub Copilot ## Choose when ### Choose career-ops if… - career-ops is primarily JavaScript; agents 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, ai-agent, careerops, job-hunting. - 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. ### Choose agents if… - agents is primarily Python; career-ops is JavaScript. - Tags unique to agents: agent-skills, agentic-ai, automation, prompt-engineering. - You are working specifically within the ecosystems of Claude Code, Codex CLI, Cursor, OpenCode, GitHub Copilot, or Gemini CLI, as it provides tailored plugins for these environments ## 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. ## When NOT to use agents - You are working solely within a niche environment that isn't one of the supported platforms (like Claude Code, Codex CLI, etc.) because it may not offer compatible plugins or extensive support - Your project requirements do not include interoperability between multiple AI agents and you only need to leverage functionalities from a single AI agent with a robust in-built plugin ecosystem ## Common questions ### What is the difference between career-ops and agents? career-ops: Open-source AI job search tool that automates the process of scanning job portals, scoring listings, and tailoring CVs for applicants.. agents: Multi-harness agentic plugin marketplace for various AI agents. See the comparison table for live GitHub stats and shared categories. ### When should I choose career-ops over agents? Choose career-ops over agents when career-ops is primarily JavaScript; agents 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, ai-agent, careerops, job-hunting; 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 agents over career-ops? Choose agents over career-ops when agents is primarily Python; career-ops is JavaScript; Tags unique to agents: agent-skills, agentic-ai, automation, prompt-engineering; You are working specifically within the ecosystems of Claude Code, Codex CLI, Cursor, OpenCode, GitHub Copilot, or Gemini CLI, as it provides tailored plugins for these environments. ### 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 agents? You are working solely within a niche environment that isn't one of the supported platforms (like Claude Code, Codex CLI, etc.) because it may not offer compatible plugins or extensive support Your project requirements do not include interoperability between multiple AI agents and you only need to leverage functionalities from a single AI agent with a robust in-built plugin ecosystem ### Is career-ops or agents more popular on GitHub? career-ops has more GitHub stars (72,182 vs 39,823). Stars measure visibility, not whether either tool fits your constraints. ### Are career-ops and agents open source? Yes - both are open-source projects on GitHub (career-ops: MIT, agents: MIT). ### Where can I find alternatives to career-ops or agents? GraphCanon lists graph-backed alternatives at [career-ops alternatives](/tools/santifer-career-ops/alternatives) and [agents alternatives](/tools/wshobson-agents/alternatives) ([career-ops markdown twin](/tools/santifer-career-ops/alternatives.md), [agents markdown twin](/tools/wshobson-agents/alternatives.md)), 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](/compare/santifer-career-ops-vs-wshobson-agents.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, career-ops or agents? career-ops: Very active. agents: Very active. 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 agents? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [career-ops trust report](/tools/santifer-career-ops/trust); [agents trust report](/tools/wshobson-agents/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=santifer-career-ops`](/api/graphcanon/graph?tool=santifer-career-ops) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_