Claude MCP Job Assistant

Item: Claude MCP Job Assistant
Rating: 52
Author: M8ven

An MCP server for intelligent job search, resume-based recommendations, labor market analysis, and matching reports.

→ eric623/Claude-MCP-Job-Assistant · listed on glama

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// key findings

⚠️

Tool descriptions don’t match what handlers do

2 tools describe read intent but their handlers mutate — search_jobs (line 56: with open(temp_path, "w") as f:); save_job (line 145: with open(job_file, "w") as f:)

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 7 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/eric623-claude-mcp-job-assistant-1o31ms)](https://m8ven.ai/mcp/eric623-claude-mcp-job-assistant-1o31ms)

commit: 301460d9f9e36eae7127716de39afa061e6792ea

code hash: b56fcba52d97d593bff1a21269d6331ef0b7808e9c4a496ce7fdd897655b5b46

verified: 7/21/2026, 9:33:50 AM

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