Servation/job-search-mcp

Overview

Servation/job-search-mcp is a Model Context Protocol app that runs locally on Claude Desktop. It searches real job boards, uses Claude to score each listing from 0 to 100 for personal fit, and displays a ranked board with one-click triage. No API keys are required.

Best for

Best for
Job seekers who use Claude Desktop and want automated job search and ranking.

Use cases

• Search multiple job boards for relevant positions
• Receive fit scores for each job based on personal criteria
• Triage and rank job applications directly within Claude Desktop

How to use

Tools exposed

• find_jobs
• evaluate_jobs
• show_board
• set_status
• bulk_status
• whats_promising
• review_saved
• rescore_board
• clear_jobs
• save_profile

Tested with

Claude Desktop, VS Code, Cursor, Goose

Example client config

{\n  "mcpServers": {\n    "job-search": {\n      "command": "npx",\n      "args": ["-y", "@servation/job-search-mcp"]\n    }\n  }\n}

Notes

Servation/job-search-mcp is a Model Context Protocol app that runs locally on Claude Desktop. It searches real job boards, uses Claude to score each listing from 0 to 100 for personal fit, and displays a ranked board with one-click triage. No API keys are required.

0 stars on GitHub. Last updated 2026-07-01. Licensed MIT.

Use cases

• Search multiple job boards for relevant positions
• Receive fit scores for each job based on personal criteria
• Triage and rank job applications directly within Claude Desktop

Pros

• Runs locally with no external API keys needed
• Integrates directly into Claude Desktop for a streamlined workflow
• Provides automated scoring and ranking to save time

Cons

• Requires Claude Desktop, which may have a subscription cost
• Scoring accuracy depends on Claude’s interpretation of fit
• Job board coverage may be limited to what the tool supports

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.