TJ The J Word AI guided job applications
MCP powered job application workflow

Apply faster with AI that knows the portal for you

The J Word turns repetitive job applications into one guided flow. Keep your profile ready once. Let AI agents detect the portal, ask only for missing details, reuse your saved answers, and prepare better applications across Workday, Greenhouse, and Oracle.

What this application does

It gives you one place to keep your details, one resume source to submit, and one chat friendly workflow for high volume job search.

01

One profile for repeated use

Save your name, work authorization, education, experience, skills, and common answers once. Reuse them every time.

02

Portal aware AI agents

The agent understands which job site it is dealing with and uses a portal specific path instead of treating every apply flow the same.

03

Better applications with less friction

AI can focus on missing information, cleaner answers, and fewer repeat actions, so your applications stay sharp and consistent.

04

Resume control stays with you

Use your resume as is, draft in Overleaf, or move to templates later once that option is ready.

Phone chat flow versus manual apply

This is where the UX difference becomes obvious for someone who is applying to many jobs every week.

Chat flow on your phone

Paste the job link into ChatGPT or Claude on your phone and let the agent do the repetitive work.

  • Paste one job link
  • The agent detects the portal
  • The agent asks only what is missing
  • Your saved profile fills the repeated sections
  • Your chosen resume source is reused
  • You review and submit with far less effort

Manual portal flow

Open each job site, move through every screen, and repeat the same information over and over.

  • Open a new employer portal
  • Create or recover account access
  • Fill profile details again
  • Upload files again
  • Answer common questions again
  • Check every field for avoidable mistakes

Why AI agents make stronger applications

The point is not only speed. It is consistency, context, and better use of your time.

Less cognitive load

The agent keeps track of draft state, question order, and the next action, so you can stay focused on the actual role.

Fewer repeated mistakes

Reused answers and profile memory lower the chance of missing a required field or typing different details across portals.

Better throughput

More jobs can be reviewed and submitted in the same amount of time, which makes your search broader without making it messier.

Current portal coverage

This POC reflects the MCP server capabilities already present in the project today.

Workday

Preview questions, prepare drafts, reuse session state, review the application, and upload your resume.

  • Question preview
  • Draft preparation
  • Resume upload
  • Review before submit

Greenhouse

Collect application questions, prepare resume uploads, and submit cleaner answers without starting from zero every time.

  • Question preview
  • Resume and cover letter upload
  • Education reference helpers
  • Application simulation

Oracle

Handle email based access, OTP confirmation, draft creation, and profile driven submission in one flow.

  • Email based access
  • OTP verification
  • Resume upload
  • Application simulation
One-time setup

Connect to Claude or ChatGPT in minutes

Create your account, generate MCP credentials, then paste one URL into your AI client. After that, applying is just sharing a job link.

Claude web

Primary custom-connector setup flow for The J Word.

claude.ai - Customize - Connectors
Chats
Projects
Customize
Connectors >

Add custom connector

The J WordReady
Generated connector URL
https://thejword-mcp.sonetftw.workers.dev/mcp?key=...&secret=...
Advanced settings
Add connector
  1. Create an account, then generate credentials on the Home tab.
  2. Copy the Claude URL from the Connect tab.
  3. In Claude web, open Customize > Connectors > + > Add custom connector.
  4. Paste the generated URL and save it as The J Word.
  5. Open a chat, click +, and enable the connector for that conversation.

ChatGPT web

Full MCP actions are on ChatGPT web for Business and Enterprise/Edu workspaces with Developer mode enabled.

chatgpt.com - Settings - Apps - Create
Chats
Settings
Apps >

Create custom app

Developer modeOn
Remote MCP endpoint
https://thejword-mcp.sonetftw.workers.dev/mcp
Client ID / secret
Use your generated MCP key and secret
Scan tools
Create app
  1. Generate credentials in The J Word portal first.
  2. Open ChatGPT on the web in a workspace that has Developer mode access.
  3. Go to Settings > Apps > Create.
  4. Add the remote MCP endpoint, then use your MCP key and secret when ChatGPT asks for app credentials.
  5. Scan tools, create the app, then enable it from the chat tools menu.

Claude app

Use the same connector on iPhone or Android after adding it to your Claude account.

Claude mobile - chat tools
Chat Files Projects

Connectors

The J WordOn
Tool accessAuto

Shows up on mobile when you sign into the same Claude account used on web or desktop.

+
Paste a job link and ask Claude to apply.
  1. Add the custom connector on Claude web first. Anthropic currently treats web and desktop as the primary path for custom connectors.
  2. Open the Claude app on iPhone or Android with the same account.
  3. Start a chat, tap +, then open Connectors.
  4. Turn on The J Word and send the job URL you want to apply to.

Simple pricing

Enough free usage to test the workflow, then a low cost upgrade for heavy job search.

Unlimited

$4.99 each month

Best for active search when you want unlimited applications and the same fast workflow every day.

  • Unlimited applications
  • All supported portals
  • Best option for high volume search

Built for mobile habits

Fast from anywhere

Start from your laptop, continue from your phone, and let the saved workflow carry the heavy lifting across sessions.

  • Works with chat driven usage
  • Great for quick apply moments
  • Lower friction during busy days