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.

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ATS-Calibrated Schemas

ATS-Optimized Resume Templates

Pre-compiled templates designed to pass Greenhouse, Lever, Ashby, and Workday parsers with 0 layout parsing faults.

LaTeX / PDF

99.4% ATS Match

Jake's Clean LaTeX & ATS Standard

The gold standard for software engineering. Ultra-scannable single-column layout with 0 parsing errors.

Markdown / HTML

98.2% ATS Match

Staff Engineer Markdown Portfolio

Optimized for Senior, Staff, and Tech Lead roles emphasizing system design architecture and business impact.

DOCX / Word

96.8% ATS Match

Modern Minimalist DOCX

Compatible with older enterprise Workday and Taleo ATS gateways requiring traditional structured tables.