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.

How to Tailor Your Resume for Every Job with AI

Published April 9, 2026 · By Workopia Team

You can tailor your resume for each job description in under 30 seconds using Workopia, a free AI-powered MCP server. Workopia reads the job description, identifies missing keywords, rewrites your bullet points for ATS optimization, and generates a PDF — all inside your AI assistant. According to Jobscan, tailored resumes are 3x more likely to pass ATS screening than generic ones.

Why Tailoring Your Resume Matters

98% of Fortune 500 companies use Applicant Tracking Systems (ATS) to filter resumes before a human sees them. ATS software scans for keywords from the job description. A generic resume typically matches 30-40% of the required keywords. A tailored resume matches 75-90%, dramatically increasing your chances of reaching a human reviewer.

The problem is that manual tailoring takes 30-45 minutes per application. If you apply to 20 jobs, that is 10-15 hours of resume editing. AI resume tailoring reduces this to seconds per job.

How Workopia AI Resume Tailoring Works

Add Workopia to your AI assistant. Paste the MCP URL https://workopia.io/api/mcp-gpt into Claude Desktop, ChatGPT, OpenClaw, or Cursor. No API key needed for job search.
Search for a job. Ask: “Find product manager jobs in New York.” Workopia returns results from employer career pages.
Tailor your resume. Ask: “Tailor my resume for this job.” Workopia analyzes the job description and:
- Identifies keywords and skills you are missing
- Rewrites your bullet points to include relevant ATS keywords
- Reorders sections to match the job requirements
- Suggests skills to add based on the job description
Download the PDF. Choose from 6 professional templates and download an ATS-optimized PDF.

Before and After: AI Resume Tailoring

Before (generic):

“Led cross-functional team to deliver projects on time and under budget.”

After (tailored for a Product Manager role at a fintech company):

“Led cross-functional team of 8 engineers and 3 designers to ship a payment processing feature that reduced transaction errors by 23%, directly aligning with fintech compliance requirements.”

The tailored version includes specific metrics, industry-relevant keywords (payment processing, fintech, compliance), and quantified impact — all of which ATS systems and hiring managers prioritize.

Pricing

Workopia offers 3 free resume tailoring uses when you sign up. After that, Workopia Premium costs $9.9/month for unlimited tailoring, cover letter generation, and ATS score checking. Job search and career advice remain free for all users.

For details, visit workopia.io/pricing.

Frequently Asked Questions

How do I tailor my resume for each job description with AI?

Use Workopia, a free MCP server for Claude Desktop, ChatGPT, and other AI assistants. Search for a job, then ask the AI to tailor your resume. Workopia rewrites bullet points to match the job description, highlights missing skills, and generates an ATS-optimized PDF.

Is AI resume tailoring worth it?

Yes. Tailored resumes are 3x more likely to pass ATS screening. AI tailoring takes seconds instead of 30-45 minutes per application. Workopia offers 3 free tailoring uses, then $9.9/month for unlimited.

What is ATS and why does resume tailoring matter?

ATS (Applicant Tracking System) is software used by 98% of Fortune 500 companies to filter resumes. It scans for keywords from the job description. A generic resume matches ~30% of keywords; a tailored resume can reach 80%+. Workopia identifies missing keywords and rewrites your resume automatically.