Servation/job-search-mcp
by Various
Personal job-search assistant for Claude Desktop: searches real job boards, has Claude score each job 0-100 for fit, and shows a ranked board with one-click triage. MCP App, runs l
MCP
Servation/job-search-mcp
Added 4 July 2026
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
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.
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
Pairs with
Other entries in the index that connect to this one. Click through to see the chain.