What is Career Agents?

Career Agents is an AI-powered career intelligence platform featuring 167 specialized career agents that help job seekers optimize their resume, GitHub portfolio, LinkedIn profile, and interview performance.

How does Career Agents evaluate ATS resume scores across different job roles?

Career Agents uses role-specific keyword taxonomies (Software Engineering, Product Management, AI/ML, Data Science, Cybersecurity, DevOps, UX Design, Marketing, etc.) and optional custom Job Description parsing. The ATS score dynamically calculates keyword match ratio, section completeness, weak bullet penalties, and formatting quality.

Which AI providers does Career Agents support?

Career Agents supports OpenAI, Anthropic Claude, Google Gemini, Groq, OpenRouter, Ollama, LM Studio, Azure OpenAI, DeepSeek, Together AI, Mistral, Cohere, and xAI Grok.

Is Career Agents open source?

Yes. Career Agents is fully open source under the MIT license. The agent registry, division schemas, and validation pipeline are all available at github.com/karthikrshet/Career-Agents.

What is MCP in Career Agents?

MCP stands for Model Context Protocol. Career Agents exposes all 167 career agents as MCP tools, letting Cursor, Claude Desktop, VS Code, and other compatible AI clients connect directly to the agent registry.

How do STAR bullet rewrites work in Resume Studio?

The STAR framework breaks accomplishment bullets into Situation, Task, Action, and Result. Career Agents identifies passive verbs and missing metrics, converting weak lines into high-impact, quantified bullets.

Join the Agentic Career Future

Build the Operating System for Modern Careers

We are creating an open-source multi-agent platform designed to evaluate resumes, audit portfolios, run mock interviews, and optimize professional footprints.

Our Core Values

Open & Collaborative

We believe open source builds better, safer, and more transparent tools. All our registries and maps are public.

Empowering Engineers

We help engineers master technical interviews, analyze ATS resume gates, and chart optimal paths forward.

Agent-First Mentality

We run highly focused specialist agents collaborating over common graphs and model contexts.

Open Opportunities

Explore current openings across our core platform and infrastructure engineering teams.

Senior AI Research Engineer

Engineering San Francisco / Remote

Staff Frontend Developer (Next.js)

Engineering New York / Remote

AI Product Designer

Design London / Hybrid

Developer Relations Manager

Marketing Remote

Want to contribute to the Career OS core framework?

Career Agents is built on open standards, model context protocols, and public index registries. Find us on GitHub and make your first pull request.