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Claude searches real job boards, scores each job 0-100 for fit, and shows a ranked board.
16LimitedInstall
~/Library/Application Support/Claude/claude_desktop_config.json
{
"mcpServers": {
"servation-job-search-mcp": {
"command": "npx",
"args": [
"-y",
"@servation/job-search-mcp@0.1.3"
],
"env": {
"JOB_SEARCH_MCP_DATA": "",
"LINKEDIN_LI_AT": "YOUR_LINKEDIN_LI_AT",
"LINKEDIN_JSESSIONID": "YOUR_LINKEDIN_JSESSIONID"
}
}
}
}
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Environment
| Name | Required | Notes |
|---|
| JOB_SEARCH_MCP_DATA | No | Optional override for the per-user data file path (defaults to ~/.job-search-mcp/jobs.json). |
| LINKEDIN_LI_AT | No | Optional: your logged-in LinkedIn li_at cookie, for richer/Premium LinkedIn data instead of guest mode. Against LinkedIn's ToS; see README. Secret. |
| LINKEDIN_JSESSIONID | No | Optional: your logged-in LinkedIn JSESSIONID cookie, paired with LINKEDIN_LI_AT for Premium mode. Secret. |
Tools show up when the registry metadata or the repository README lists them. GitHub enrichment fills this in when a token is configured.
About
MCP-native job search: deterministic sourcing + scoring, with Claude (the host model) as the job-fit evaluator. Inline review UI as an MCP App.
FAQ
- What is Job Search MCP?
- Claude searches real job boards, scores each job 0-100 for fit, and shows a ranked board.
- How do I install Job Search MCP?
- Pick a client above and copy the generated config. Cursor and VS Code also have a deep link when the server can run locally or remotely.
- Is Job Search MCP official?
- No. Registry-listed is not the same as vendor-official. Read the methodology for the difference.
- How is the trust score calculated?
- This listing scores 16 (Limited). The formula is published on the methodology page.
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