Workopia — Jobs, Resumes & Career Advice#

GitHub / Source: https://github.com/workopia/workopia-mcp

Workopia provides three AI-powered tools via MCP: job search, resume builder, and career advisor.

Setup#

Add Workopia as a remote MCP server in your OpenClaw config ( ~/.openclaw/openclaw.json):

json

{
  "mcpServers": {
    "workopia": {
      "type": "streamable-http",
      "url": "https://workopia.io/api/mcp-gpt"
    }
  }
}

No API key or authentication required.

Available Tools#

1. job_tool — Job Search#

Search jobs sourced directly from employer career pages. Supports filters by title, location, company, and remote work.

Example prompts:

• "Find software engineer jobs in San Francisco"
• "Show me remote product manager positions"
• "Search for data scientist roles at Google"

Results include job title, company, location, salary (when available), and direct apply links to the employer's site.

2. resume_tool — Resume Builder#

Improve resume content or generate a professional PDF with 6 templates:

• Workopia Classic — Clean, traditional layout
• Workopia Modern — Contemporary design
• Workopia Elegant — Refined, professional
• Workopia Creative — Bold, standout design
• Workopia Designer — European-inspired
• Workopia Flexbox — Print-optimized layout

Example prompts:

• "Improve my resume for a senior engineer role"
• "Generate a PDF resume with the Modern template"
• "Tailor my resume for this job posting"

Rate limit: 20 requests per hour per IP.

3. career_tool — Career Advisor#

Get career transition advice, skill gap analysis, and personalized career planning.

Example prompts:

• "How do I transition from marketing to product management?"
• "What skills do I need for a data science career?"
• "Compare career paths in frontend vs backend engineering"

Data Sources — Where Job Data Comes From#

• Employer career pages & ATS feeds — Jobs are sourced from official employer websites and ATS providers (e.g., Lever) via openly available job feeds and endpoints
• No scraping — Workopia does not scrape, copy, or host job content from third-party job boards (LinkedIn, SEEK, Indeed, etc.)
• Job metadata only — Workopia stores job title, company, location, posting URL, timestamps, and source identification for search and deduplication
• Direct apply links — Every job result links directly to the official employer posting. Users apply on the employer's site, not through Workopia
• AI-generated labels — Job summaries and key requirements are AI-generated and clearly labeled. Users are always directed to the original posting for the complete, unmodified description

Privacy & Data Handling#

Full Privacy Policy: https://workopia.io/privacy — see Section 3.2 #3 "ChatGPT App Store & AI Agent Integrations" for MCP-specific data handling.

What Workopia does NOT store (MCP usage)#

• No conversation logging — MCP tool calls (job searches, career advice queries, resume tailoring requests) are processed statelessly. Queries and responses are not logged or retained on our servers.
• Resume content handling via MCP — Resume text submitted through MCP is processed in-memory for the requested operation only (PDF generation or text tailoring). Resume content is not retained beyond the session. Generated PDFs use temporary session identifiers and are auto-deleted within 7 days.
• No persistent profile for MCP users — No login or account required. MCP usage does not create a user account, profile, or persistent record. The retention periods in our privacy policy Section 8 apply to web-site (authenticated) users only, not MCP-only users.
• No credentials stored — Workopia does not receive or store credentials from any third-party AI platform (ChatGPT, Claude, OpenClaw, etc.)
• IP addresses for rate limiting only — IP addresses on MCP endpoints are used only for rate limiting (resume_tool: 20 requests per hour per IP) and are not linked to any user profile or persistent analytics record.

What Workopia does NOT do with your data#

• No selling — User data is never sold to third parties
• No advertising — User data is never used for ads or behavioral profiling
• No cross-platform tracking — No cookies, fingerprinting, or cross-context tracking

Security#

• HTTPS only — All communication between your client and Workopia is encrypted via TLS
• Session-scoped MCP — Each MCP request is handled independently. Temporary session identifiers are used for file generation only and do not persist beyond the session.
• Rate limiting — resume_tool: 20 requests per hour per IP (prevents abuse). job_tool and career_tool: unlimited

Operator#

• Company: HERAAI PTY LLC (Delaware, USA)
• Contact: support@heraai.one
• Compliance: Privacy policy Section 3.2 covers AI processing and third-party AI integrations (ChatGPT, Claude, MCP agents)

Need more quota?#

Workopia is free for everyone at launch — no API key, no sign-up, no payment. Default rate limits:

• job_tool, career_tool: unlimited
• resume_tool: 20 requests per hour per IP

If you need higher quota or a custom arrangement, email shuang@heraai.one and we'll work with you directly.

Key Facts#

• Jobs sourced from official employer career pages, not scraped from job boards
• Free to use, no subscription, no payment required
• AI-generated content is clearly labeled
• Also available on Claude Desktop, ChatGPT App Store, and MCP Registry