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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Join Our Team

Build the Operating System for Engineering Careers

Help us engineer an open-source multi-agent platform empowering software engineers with 167 specialized agents, local ATS auditing, and Model Context Protocol (MCP) tooling.

Open & Transparent

We believe open source builds better, safer tools. All our agent registries, schemas, and pipelines are fully public.

Candidate-First

We empower software engineers with uncompromised local privacy, eliminating proprietary black-box recruiter barriers.

Rigorous Engineering

From WebGL shaders to JSON-RPC tools and sub-100ms vector search, we prioritize performance and test integrity.

Open Roles

Explore full-time engineering and developer relations positions

4 Roles Open

Staff Distributed Systems Engineer

Full-time

Core Runtime• San Francisco / Remote•Go / Raft / Concurrency

Senior AI Compiler & Model Engineer

Full-time

Agent Architecture• New York / Remote•MCP / PyTorch / LLM Routing

Staff Frontend Engineer (Next.js & WebGL)

Full-time

Product Experience• Remote•TypeScript / Canvas / Three.js

Developer Relations & Ecosystem Lead

Full-time

Open Source• Remote•Community & Integrations