LinkedIn MCP Server

DailyJobHunter MCP Server v3.0

A production-ready MCP server that actually scrapes real jobs using python-jobspy — no API keys, no rate limits, completely free.

What's New in v3.0

| Feature | Details | |---|---| | Real scraping | python-jobspy hits Naukri + LinkedIn + Indeed + Google Jobs | | Tier filter | Auto-removes FAANG, top-tier companies from results | | Resume matching | Score jobs 0-100 against your resume | | JD fetcher | Fetch full job description from any URL | | Daily 3 tool | One command → 3 fresh mid-tier jobs in 30 seconds |

Tools

search_target_jobs

Search real jobs across platforms. Automatically filters out top-tier companies. `` query="Java Full Stack Developer", location="Hyderabad, India", experience_min=2, experience_max=4 ``

search_and_match_jobs ⭐ (Main tool)

Search + score against your resume. Returns top N best-matching jobs with reasons. `` query="Backend Developer", resume_text="<your resume>", top_n=3 ``

get_daily_3_jobs

Quick shortcut — 3 fresh jobs posted in last 48 hours. No resume needed. `` role="Java Full Stack Developer", location="Hyderabad, India", experience_years=3 ``

fetch_job_description

Fetch full JD from any job URL (Naukri, LinkedIn, Indeed). `` job_url="https://www.naukri.com/job-listings-xxx" ``

match_jd_to_resume

Deep analysis: fetch JD + match against resume → score, matched skills, missing skills, tailoring tips. `` job_url="...", resume_text="<your resume>" ``

Deploy on Render

1. Fork this repo
2. Create a New Web Service on Render
3. Connect this repo
4. Set:

• Runtime: Python 3.11+
• Build command: pip install -r requirements.txt
• Start command: python src/server.py
• Health check path: /health

1. Deploy — Render gives you a URL like https://daily-job-hunter.onrender.com

Connect to Perplexity

In Perplexity Desktop → Settings → Connectors → Add Connector → Advanced: ``json { "command": "npx", "args": ["-y", "mcp-remote", "https://YOUR-APP.onrender.com/mcp"], "env": {} } `` > Requires Node.js installed on your machine.

Connect to Claude Desktop

Edit ~/Library/Application Support/Claude/claude_desktop_config.json: ``json { "mcpServers": { "DailyJobHunter": { "command": "npx", "args": ["-y", "mcp-remote", "https://YOUR-APP.onrender.com/mcp"] } } } ``

Your Daily Prompt (save this!)

Run search_and_match_jobs:
- query: "Backend Developer OR Platform Engineer"
- location: "Hyderabad, India"
- experience_min: 2, experience_max: 4
- top_n: 3
- resume_text: [paste your resume here]

Strict rules:
1. Only mid-tier or scaling companies (top-tier already filtered)
2. Discard heavily front-end or 5+ year roles
3. For each match: show title, company, why it matches (specific skills), apply link

How It Works

python-jobspy is an open-source library that scrapes job sites directly, bypassing basic anti-bot measures. It supports concurrent scraping of Naukri, LinkedIn, Indeed, and Google Jobs — zero API keys, zero monthly limits.

The negative filter (TOP_TIER_COMPANIES list) is hardcoded in server.py. Edit it to customize which companies to exclude.

Render Free Tier Notes

• Server spins down after 15 min of inactivity
• First request of the day → ~30-60 second cold start
• Acceptable if you run once daily
• $7/mo to keep it always-on

Stack

• python-jobspy — multi-site job scraping (Naukri, LinkedIn, Indeed, Google Jobs)
• FastMCP — MCP server framework
• Starlette + uvicorn — ASGI web server
• httpx + beautifulsoup4 — JD fetching