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.

Plugin Marketplace

Extend Career Agents with community and official plugins

Score26

Interview

STAR Behavioral Coach

Modular behavioral prep coach that analyzes your responses and maps them into Situation, Task, Action, and Result formats.

v1.0.4 · Career Agents Team⭐ 4.8

starinterviewbehavioral

Interview

LeetCode Tracker Connector

Sync and track LeetCode solution metrics. Auto-injects coding standards checklists and algorithmic advice into Career Copilot chat sessions.

v0.8.2 · Community Contributors⭐ 4.6

leetcodealgorithmscoding

Resume

Resume PDF Parser

Extract structured data from PDF resumes using OCR and layout analysis.

v1.2.0 · Career Agents⭐ 4.7

pdfocrparsing

Jobs

Salary Intelligence

Real-time compensation benchmarks from Levels.fyi, Glassdoor, and Blind.

v1.0.3 · Community⭐ 4.5

salarycompensation