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jobscout MCP Server

NaderLobandi/jobscout

Score: 36.8 Rank #15584 MCP Server
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JobScout — an AI job-matching concierge agent. Searches many job boards via a custom MCP server, scores matches against your resume, drafts applications, and stops at a human approval gate. Never auto-submits.

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Overview

NaderLobandi/jobscout is a Python MCP server. JobScout — an AI job-matching concierge agent. Searches many job boards via a custom MCP server, scores matches against your resume, drafts applications, and stops at a human approval gate. Never auto-submits.

Ranked #15584 out of 24850 indexed tools.

Ecosystem

Python No license

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 2

2 stars → early stage

Freshness 25% 1mo ago

Last commit 1mo ago → moderate activity

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 0
Description Detailed
License None

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

License low impact

Add an MIT or Apache-2.0 license to signal trust and enable adoption

Freshness high impact

Last commit was 49 days ago — a recent commit would boost your freshness score

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

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AgentRank score for NaderLobandi/jobscout
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Matched Queries

"mcp server""mcp-server"

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