1. Conduid
  2. RAG
  3. Jobmatch
MCP server · RAG

Jobmatch

by · github.com/Rami-ayounii/jobmatch

JobMatch: agentic resume matching. LangGraph pipeline with hybrid pgvector + BM25 retrieval and a BGE reranker, a bounded LLM agent with read-only tools, deterministic citation checks, and a human approval gate before any e-mail is sent.

Unclaimed celeryembeddingsfastapihuman-in-the-looplanggraphllmllm-agentsmcpmistralpgvectorragrecruitmentsemantic-search
InstallView source
25Low

Scored 23 hours ago · breakdown

About Jobmatch

Jobmatch is an MCP server published by Rami-ayounii in the RAG category: jobMatch: agentic resume matching. LangGraph pipeline with hybrid pgvector + BM25 retrieval and a BGE reranker, a bounded LLM agent with read-only tools, deterministic citation checks, and a human approval gate before any e-mail is sent.

Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/Rami-ayounii/jobmatch

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Questions

About Jobmatch

How do I install Jobmatch?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Jobmatch safe to use with an AI agent?

Its trust score is 25 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Jobmatch still maintained?

Yes — the last commit was 9 days ago. The repository has 0 stars and 0 forks.