AI-powered job matching and application tracker. Analyze job listings against your resume, get a match score (0-100), identify skill gaps, generate cover letters, and track your application pipeline.
Overview
Smart Match MCP Server
Smart Match is an AI-powered job matching tool that connects directly to Claude via MCP.
What it does
- Analyze jobs — paste any job URL and get a match score (0–100) against your resume
- Identify skill gaps — see exactly what's missing from your resume for a role
- Generate cover letters — get a personalized draft based on the job and your background
- Track applications — mark jobs as applied, interviewing, rejected, etc.
- Add notes — keep notes on interviews, contacts, and next steps
- Manage resume profiles — store multiple resumes and pick which one to match against
Authentication
Uses OAuth 2.0 — no manual token copying. Connect your Smart Match account and it handles auth automatically.
Getting started
- Add the MCP server to Claude Desktop
- Sign in to your Smart Match account when prompted
- Start analyzing jobs with natural language
Server Config
{
"mcpServers": {
"smartmatch": {
"type": "http",
"url": "https://smartmatch.wallstrdev.com/api/mcp"
}
}
}