v0.12.0 · Job Analyzer · Trained on real Job Descriptions

JobSelect : AI Job Analysis, Skill Extraction & Developer Tools

JobSelect is the AI job analysis platform from JobSelect Labs. Explore JobAnalyze 6k for structured job description analysis, candidate fit scoring, and skill extraction through the Web Analyzer, HTTP API, MCP, or the JobSelect CLI.

Get your API key →Analyze a Job

~ / your-project

cmd

$ pip install jobselect

Successfully installed jobselect

$ jobselect

// news

Latest from JobSelect Labs

live

The toolkit

01 / model

JobAnalyze 6k

A specialist TF-IDF NLP, MLP fine-tuned on structured labor data. Extracts top skills in a single pass.

02 / api

Hosted inference

Low-latency HTTP endpoint. Bring your own auth, stream JSON responses.

03 / cli

JobSelect

A API-first CLI. Point it at a Job Description and get analyzed output back in your terminal - no dashboard required.

04 / mcp

MCP Server

Drop the MCP config into any compatible client and call JobAnalyze 6k as a tool. No custom code required.

// mcp

Connect via MCP

Drop this into your MCP client config to call JobAnalyze 6k as a tool.

mcp.jsonread-only

{
  "mcpServers": {
    "jobanalyze": {
      "type": "http",
      "url": "https://job-description-analysis.onrender.com/mcp",
      "headers": {
        "JobAnalyze_6k_Key": "ja6k_yourkey"
      }
    }
  }
}