v0.12.0 · Job Analyzer · Trained on real AI Engineer/Developer JD

JobAnalyze 6k
the model that reads
the labor market.

An AI model for structured job analysis - parse listings, score fit. Ship it via HTTP API and MCP or the JobSelect CLI.

~ / your-project
cmd
$ pip install jobselect
Successfully installed jobselect
$ jobselect
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, batch up to 1,000 postings per request.

03 / cli

JobSelect

A local-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"
      }
    }
  }
}

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