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.

Gateway Preferences

Enterprise AI Provider Dashboard, health checker, routing logs, and credentials.

Score26

Settings Section

Workspace Config

AI Provider Gateway

Enterprise gateway with multi-provider routing and diagnostics

Active Mode: Balanced

OpenAI128k context

Untested

Latency:N/A

Anthropic Claude200k context

Untested

Latency:N/A

Anthropic Claude200k context

Untested

Latency:N/A

Google Gemini2M context

Untested

Latency:N/A

Groq128k context

Untested

Latency:N/A

OpenRouter200k context

Untested

Latency:N/A

DeepSeek64k context

Untested

Latency:N/A

Together AI32k context

Untested

Latency:N/A

Mistral AI128k context

Untested

Latency:N/A

Cohere128k context

Untested

Latency:N/A

Azure OpenAI128k context

Untested

Latency:N/A

Ollama (Local)8.192k context

Untested

Latency:N/A

LM Studio8.192k context

Untested

Latency:N/A

xAI (Grok)128k context

Untested

Latency:N/A

xAI (Grok)128k context

Untested

Latency:N/A

Fireworks AI32k context

Untested

Latency:N/A

Perplexity32k context

Untested

Latency:N/A

AI21 Labs32k context

Untested

Latency:N/A

OpenAI Compatible Server128k context

Untested

Latency:N/A

Custom Endpoint128k context

Untested

Latency:N/A

Groq Gateway Diagnostics

7-step diagnostics report status

Endpoint URLhttps://api.groq.com/openai/v1

Latency scoreN/A

Vision capability❌ No

Streaming output✅ Supported

Reasoning logic❌ No

Context limitation128,000 tokens

Token usageN/A

Provider versionN/A

Configure API Credentials

Save keys client-side to test connection and run dashboard tools

Primary API Key / Token

Custom Base URL (Optional)