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.

Back to landing

Engineering Career Playbooks

Developer Career Guides

Accelerate your engineering journey with system design frameworks, coding playground playbooks, and compensation negotiation tactics.

System Design 15 min read

Staff & Principal System Design Blueprint

Learn how to approach distributed caching, Raft consensus, database sharding, and rate limiter architectures in 45-minute interviews.

Interview Prep 8 min read

Mastering the STAR Evaluation Method

How to structure behavioral and architectural answers (Situation, Task, Action, Result) with high-signal trade-offs and quantified metrics.

Resume Studio 10 min read

Forensic ATS Keyword Calibration Heuristics

Uncover how ATS parsers evaluate semantic density and rewrite bullet points into Google XYZ format for maximum recruiter visibility.

Staff Engineering Negotiation Philosophy

Never negotiate compensation against arbitrary base salary numbers. Always anchor your discussions on verified market percentile bands, multi-year equity grant refreshers, and proven technical impact.