Job Search & Careers: AI agents, MCP servers and skills
Job hunting, resume tailoring, cover letters and interview prep.
AI Agents
Career Ops
Open-source AI job search agent and job finder: scan job boards, score each job 1-5 against your CV before you apply, tailor an ATS-friendly resume and cover letter, get interview prep and an application tracker. It helps you fill in each application; you press Submit. Runs locally in Codex, OpenCode and other AI CLIs, or as a Claude Code plugin.
AI Job Search
The job search that runs on your machine. AI job application framework built on Claude Code: evaluate postings, tailor CVs, write cover letters, prep interviews. Fork it and own it.
Jobpilot
An AI agent that applies to jobs for you. It finds openings, tailors your resume, and fills out applications in a real browser on your own machine. Runs on your Claude Code or Codex subscription.
Agentic Career Search
Autonomous AI-agent orchestration engine for job discovery with decision traces, tool adapters, and production-grade run control.
Auto JobHunter
🚀 An industrial-grade AI job application system (BOSS/Liepin/51job). Workflow: Scraping ➡️ SQLite ➡️ LLM Eval ➡️ RPA Delivery. | 🚀 工业级全自动 AI 求职系统。工作流:自动抓取 ➡️ SQLite 入库 ➡️ LLM 深度评估 ➡️ RPA 静默投递。基于 FastAPI, LangGraph & DrissionPage.
JobAgent
AI-powered career consultant that helps manage positions and CVs within Telegram
MCP Servers
Reactive Resume
A one-of-a-kind resume builder that keeps your privacy in mind. Completely secure, customizable, portable, open-source and free forever. Try it out today!
Jobsync
Job application tracker and AI-powered job search assistant. Helps job seekers manage their search journey with AI resume review, job matching, task logging, and application analytics, all while keeping your data private.
Agent Skills
Offer Toolkit Skill
Full job-hunt Claude skill bundle — Job Description decoder + Resume builder (11 templates) + Behavioral Interview / story bank. Three self-contained sub-skills with a top-level router.
Career Ops Plugin Do Not Fork Currently Updating V2
Claude Cowork plugin for job seekers. 9 AI skills: evaluate job postings, generate ATS-optimized resumes, scan company career portals, track applications, draft outreach. Works in any industry.
Proficiently Claude Skills
Claude Code skills for AI-powered job search, resume tailoring, and cover letter writing
Job Hunt Copilot
建立个人项目素材库,针对每个投递岗位自动生成定制简历、面试讲稿和模拟面试。Stop rewriting your resume from scratch. This Claude Skill builds a personal project library and generates tailored resumes, pitch scripts, and mock interviews for every role you apply to.
Ats Optimized Resume Agent Skill
This is an agent skill for coding agents like Claude code to use to tailor your resume, avoiding AI-generated wordings and automatically generate a concise and completely well-formatted resume in Docx for you.
Resume Screening AI Agent With Claude S Skills
This project demonstrates a complete resume screening workflow using Claude Agent SDK and custom skills. It showcases the extract → assess → validate → generate workflow pattern for automated candidate evaluation.
About job search & careers tools
Job hunting, resume tailoring, cover letters and interview prep. AgenticMart lists 15 open-source AI agents, MCP servers and agent skills in this category, built from public GitHub data and ordered by stars. Each listing shows its install command, license, activity and what it can touch.
Questions
What are the best open-source job search & careers tools?
This page lists 15 open-source AI agents, MCP servers and skills for job search & careers, ordered by GitHub stars within each type. Open a listing to compare license, activity, install steps and what it can touch.
How do I choose a tool for job search & careers?
Start from the job you need done, then compare recent activity, license and the access each tool asks for. Prefer the narrowest tool that does the job, and try it on a small task first.
Are these tools safe to install?
Not automatically. Each listing shows what the tool can touch and, where a scan has run, a dated report for one commit. Read the source and limit the access you give it.
Can I add my project to this category?
Yes. List it free on AgenticMart and pick the category that fits. Paid selling opens soon.