Comparison
serena vs career-ops
Verdict
Pick serena if serena is an advanced tool aimed at enhancing coding tasks through semantic retrieval and editing capabilities, designed for integration with AI agents; 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.
Markdown twin · serena alternatives · career-ops alternatives
GraphCanon updated Sep 20, 2026
10views this month
Trust & integrity
| Signal | serena | career-ops |
|---|---|---|
| Maintenance | Very active (0d since push) As of Aug 19, 2026 · github_public_v1 | Very active (0d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Aug 19, 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 11, 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
- serena
- A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
- career-ops
- Open-source AI job search tool that automates the process of scanning job portals, scoring listings, and tailoring CVs for applicants.
Stars
- serena
- 28k
- career-ops
- 72k
Forks
- serena
- 1.9k
- career-ops
- 14k
Open issues
- serena
- 111
- career-ops
- 537
Language
- serena
- Python
- career-ops
- JavaScript
Adopt for
- serena
- Serena is an advanced tool aimed at enhancing coding tasks through semantic retrieval and editing capabilities, designed for integration with AI agents.
- 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.
Persona
- serena
- -
- career-ops
- -
Runtime
- serena
- -
- career-ops
- -
License
- serena
- MIT
- career-ops
- MIT
Last pushed
- serena
- Aug 18, 2026
- career-ops
- Sep 19, 2026
Categories
- serena
- AI Agents, Developer Tools
- career-ops
- AI Agents, Developer Tools
Trust and health
Open issues (now)
- serena
- 111
- career-ops
- 537
Stars delta
- serena
- +1.6k (30d)
- career-ops
- +8.7k (30d)
Open issues delta
- serena
- -1 (30d)
- career-ops
- +260 (30d)
Full report
- serena
- Trust report
- career-ops
- Trust report
Choose serena if…
- serena is primarily Python; career-ops is JavaScript.
- Tags unique to serena: agent, ai-coding, language-server, programming.
- You are working within a JetBrains IDE and want to leverage Serena's integrated tools for better code understanding and manipulation.
When NOT to use serena
- If your preferred IDE is not JetBrains, as other integrations may require more manual configuration and might not be fully supported.
- You are looking for a generic code editor enhancement tool that does not need to interface with specific AI agents or MCP clients.
Choose career-ops if…
- career-ops is primarily JavaScript; serena 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.
- 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (oraios/serena) · observed Sep 20, 2026
- GitHub forks (oraios/serena) · observed Sep 20, 2026
- Last push (oraios/serena) · observed Aug 18, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- 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 on cards: serena 28k · career-ops 72k (synced Sep 20, 2026).
Common questions
- What is the difference between serena and career-ops?
- serena: A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent. career-ops: Open-source AI job search tool that automates the process of scanning job portals, scoring listings, and tailoring CVs for applicants.. See the comparison table for live GitHub stats and shared categories.
- When should I choose serena over career-ops?
- Choose serena over career-ops when serena is primarily Python; career-ops is JavaScript; Tags unique to serena: agent, ai-coding, language-server, programming; You are working within a JetBrains IDE and want to leverage Serena's integrated tools for better code understanding and manipulation.
- When should I choose career-ops over serena?
- Choose career-ops over serena when career-ops is primarily JavaScript; serena 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; 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 avoid serena?
- If your preferred IDE is not JetBrains, as other integrations may require more manual configuration and might not be fully supported. You are looking for a generic code editor enhancement tool that does not need to interface with specific AI agents or MCP clients.
- 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.
- Is serena or career-ops more popular on GitHub?
- career-ops has more GitHub stars (72,182 vs 28,200). Stars measure visibility, not whether either tool fits your constraints.
- Are serena and career-ops open source?
- Yes - both are open-source projects on GitHub (serena: MIT, career-ops: MIT).
- Where can I find alternatives to serena or career-ops?
- GraphCanon lists graph-backed alternatives at serena alternatives and career-ops alternatives (serena markdown twin, career-ops 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, serena or career-ops?
- serena: Very active. career-ops: 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 serena and career-ops?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: serena trust report; career-ops trust report.