mathhire

mathhire / shortlistjobs-mcp

Public

MCP server for Shortlist — search, queue, and auto-apply to jobs from Claude Code

12
0
89% credibility
Found Mar 22, 2026 at 12 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
TypeScript
AI Summary

An open-source connector that lets AI chat tools like Claude search jobs, manage application queues, preview and approve AI-filled forms, and automate submissions via the Shortlist service.

How It Works

1
🔗 Connect your AI helper

You link Shortlist to your AI chat like Claude with a quick setup, opening a browser to sign in once.

2
👤 Build your profile

You share your name, resume, work history, skills, and answers to common job questions so everything personalizes perfectly.

3
🔍 Search for jobs

Chat with your AI to find job openings by role, location, or company, seeing a list of matches with links.

4
📋 Queue up jobs

Pick the best jobs and tell your AI to add them to your personal apply list for review.

5
✏️ Preview filled forms

Your AI scrapes each job form, fills it with your info and tailored answers, and shows you everything to check.

6
✅ Approve and apply

You give thumbs up to the ready applications, then start the automatic sender that handles submissions for you.

7
📊 Track progress

Ask anytime to see how many applications went out successfully, which ones are done, and any hiccups.

🎉 Jobs applied effortlessly

You've sent dozens of smart, personalized applications in minutes, now waiting for interview invites to roll in.

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AI-Generated Review

What is shortlistjobs-mcp?

This TypeScript MCP server github project bridges Shortlist's job platform to Claude Code, Desktop, or Cursor, letting you search roles, queue URLs from ATS like Lever or Ashby, prefill forms with your profile data, and auto-apply—all via natural chat commands like "search remote senior frontend jobs" or "approve all and start applying." It solves the grind of manual job apps by scraping forms, generating human-like answers, and handling submissions on hosted bots, while keeping your OAuth tokens local. Setup is quick with `claude mcp add shortlist --transport http https://shortlist.jobs/mcp`.

Why is it gaining traction?

Unlike basic scrapers, it integrates seamlessly as an MCP server ai tool in mcp github copilot vscode or intellij workflows, with 33 validated tools for queue management, profile edits, resume uploads, and progress tracking—plus guidelines for non-AI-sounding text that dodges filters. Free tier, MIT license, and Discord support make it accessible for mcp server examples or npx deploys, standing out in the mcp server list for claude auto-apply automation without browser hassle.

Who should use this?

Software engineers or devs job-hunting on Lever, Ashby, or Workable who use Claude daily and hate form-filling drudgery. Ideal for batch-applying to 20+ remote senior roles while tweaking profiles via chat, or teams sharing mcp github typescript setups for quick career moves.

Verdict

Early but promising at 12 stars and 0.9% credibility—docs are thorough with MCP server tutorial flows and tool refs, though test coverage lags. Grab it if you're an early adopter eyeing mcp github n8n or python extensions; skip for production until more traction.

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