Workopia is a free MCP server that provides AI-powered job search, resume building, and career advice. It works with Claude Desktop, ChatGPT, OpenClaw, Cursor, and any MCP-compatible AI assistant. Jobs are sourced directly from employer career pages, not scraped from job boards.

How do I add Workopia to Claude Desktop?

Open Claude Desktop, go to Settings, then MCP Servers, and click Add Server. Enter the URL: https://workopia.io/api/mcp-gpt. No API key is needed. You can then search jobs, build resumes, and get career advice directly in your Claude conversations.

Yes, Workopia is completely free to use. No subscription, no payment, and no login required. Job search and career advice are unlimited. Resume generation is rate-limited to 20 per hour per user to prevent abuse.

Where does Workopia get its job data?

Workopia sources jobs directly from employer career pages and ATS feeds such as Lever. It does not scrape LinkedIn, Indeed, SEEK, or other job boards. Every job listing links to the official employer posting.

Does Workopia store my resume?

No. Resume content submitted via MCP is processed in-memory for PDF generation and discarded after the response. No copies are saved server-side. Workopia does not store conversation history, personal information, or user identity from MCP interactions.

What AI platforms does Workopia work with?

Workopia works with any MCP-compatible AI client, including Claude Desktop, Claude Code, ChatGPT, OpenClaw (which supports Slack, Discord, WhatsApp, Telegram, and more), Cursor, Windsurf, and JetBrains IDEs. Just add the endpoint URL: https://workopia.io/api/mcp-gpt.

Principal Product Manager, Ai Custom Models at GitLab

Principal Product Manager, Ai Custom Models

GitLab

Remote, United States

Base: $203,200 - $345,600 usd; bonus/equity: not s...

Remote

Ai model ecosystem knowledge

Self-hosted software deployment

Infrastructure configuration expertise

This role shapes the product direction for custom models and self-hosted AI capabilities within GitLab's DevSecOps platform

Job Summary

This role shapes the product direction for custom models and self-hosted AI capabilities within GitLab's DevSecOps platform.
The successful candidate will drive discovery and delivery for features supporting model flexibility and AI agent orchestration in self-managed environments.
GitLab embraces AI as a core productivity multiplier, expecting all team members to incorporate it into their daily workflows.

Matching Summary

This role shapes the product direction for custom models and self-hosted AI capabilities within GitLab's DevSecOps platform.

Salary

Base: $203,200 - $345,600 USD; Bonus/Equity: Not specified (equity available); Benefits: Flexible PTO, health, and stock options

Skills & Requirements

Must-have

AI model ecosystem knowledge
Self-hosted software deployment
Infrastructure configuration expertise
Product strategy for technical platforms
Asynchronous communication skills

Nice-to-have

DevSecOps domain experience
Agent-based workflow design
Hardware constraint awareness
Cross-functional leadership
Continuous knowledge exchange culture

Key Requirements

Experience owning product strategy for technical or AI-driven products
Familiarity with open models and self-managed software operations
Ability to work effectively with engineers on infrastructure and deployment patterns

Work Rights

Not specified

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Cover Letter

Match Score

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