jobdata-labs-mcp

MCP server that gives Claude, Cursor, VS Code and any other MCP client eight data tools: SEO audits, sitemap and RSS change monitoring, review sentiment, PDF/DOCX to Markdown, tech stack detection, ATS job postings and hiring signals.

Each tool runs a jobdata labs Actor on your own Apify account and returns the results to the assistant. All tools use official APIs or public, robots.txt-respecting sources.

Tools

Every tool also accepts extraInput (any other Actor input field) and maxResults (items returned to the assistant, default 50).

Related MCP server: webdatatools-leads-mcp

Setup

1. Create a free Apify account and copy your API token from Settings > API & Integrations.

2. Add the server to your MCP client.

Claude Desktop (claude_desktop_config.json), Cursor and similar clients:

{
  "mcpServers": {
    "jobdata-labs": {
      "command": "npx",
      "args": ["-y", "github:jobdatalabs/jobdata-labs-mcp"],
      "env": { "APIFY_TOKEN": "<YOUR_APIFY_TOKEN>" }
    }
  }
}

Or from a local clone:

git clone https://github.com/jobdatalabs/jobdata-labs-mcp && cd jobdata-labs-mcp && npm install
APIFY_TOKEN=<YOUR_APIFY_TOKEN> node src/index.js

Docker:

docker build -t jobdata-labs-mcp . && docker run -i --rm -e APIFY_TOKEN=<YOUR_APIFY_TOKEN> jobdata-labs-mcp

No local install? Use the hosted Apify MCP server with the same tools:

{
  "mcpServers": {
    "jobdata-labs": {
      "url": "https://mcp.apify.com?tools=jobdata_labs/seo-audit-crawler,jobdata_labs/sitemap-change-monitor,jobdata_labs/rss-feed-monitor,jobdata_labs/review-sentiment-analyzer,jobdata_labs/ai-document-extractor,jobdata_labs/tech-stack-dns-detector,jobdata_labs/ats-jobs-monitor,jobdata_labs/hiring-signals",
      "headers": { "Authorization": "Bearer <YOUR_APIFY_TOKEN>" }
    }
  }
}

Pricing

The server is free and open source. Runs are billed by Apify per result at each Actor's price (for example $3 per 1,000 audited pages, $1.50 per 1,000 feed items). New Apify accounts include monthly free usage.

Example prompts

• "Audit https://example.com for SEO issues and list the 10 worst pages."

• "Which pages were added to the sitemap of competitor.com since last week?"

• "Show remote backend jobs posted this week at Stripe, Notion and Linear."

• "Convert this PDF to Markdown chunks: https://arxiv.org/pdf/1706.03762"

License

MIT