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

MIT Licensed Platform

100% Free & Open Source

Career Agents is built on the foundation of open transparency. Audit our ATS scoring logic, run the 31 MCP server tools locally, or contribute new prompt templates to our 167 specialized agent registry.

Local Developer Quickstart

1. Clone and Install Dependencies

git clone https://github.com/karthikrshet/Career-Agents.git
cd apps/web && npm install

2. Build & Generate Schema Mappings

python scripts/generate-data.py
python scripts/validate.py

3. Run Local Dev Server

npm run dev

Strict Registry Validation Pipeline

Every PR must pass `python scripts/validate.py` with 0 schema anomalies before merge.