MCP Jobs Recommender Agent

Item: MCP Jobs Recommender Agent
Rating: 43
Author: M8ven

An AI-powered job recommender built on the Model Context Protocol that provides personalized career suggestions through resume and skills matching. It utilizes LLMs and external tool integrations to help users find relevant job openings based on their professional profile.

→ jsuryanm/mcp-jobs-recommender-agent · listed on glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

// 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 1 concrete improvement 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/jsuryanm-mcp-jobs-recommender-agent-16707q)](https://m8ven.ai/mcp/jsuryanm-mcp-jobs-recommender-agent-16707q)

commit: 2fe8811941cd4a64f21733db7e77f10b0f335ccf

code hash: b09083eb88470cb32877edba7d5d31e4bf8e64b1eb9650266b15ab34b37b9dc6

verified: 6/12/2026, 11:31:24 AM

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