1. Conduid
  2. RAG
  3. Job Copilot Backend
MCP server · RAG

Job Copilot Backend

by · github.com/jimmytrivedi/Job-Copilot-Backend

FastAPI backend that scores a resume against a job description using Claude. Agentic RAG over Qdrant (Voyage embeddings + reranking), tool calling, MCP logging, prompt caching, SSE streaming, and LLM-as-judge evals — rebuilt as a LangGraph state graph and a multi-agent supervisor. Layered, one-way-import architecture.

Unclaimed ai-agentsanthropicclaudefastapilangchainlanggraphllmmcpprompt-cachingqdrantragtool-callingvector-databasevoyage-ai
InstallView source
34Low

Scored 7 days ago · breakdown

About Job Copilot Backend

Job Copilot Backend is an MCP server published by jimmytrivedi in the RAG category: fastAPI backend that scores a resume against a job description using Claude. Agentic RAG over Qdrant (Voyage embeddings + reranking), tool calling, MCP logging, prompt caching, SSE streaming, and LLM-as-judge evals — rebuilt as a LangGraph state graph and a multi-agent supervisor. Layered, one-way-import architecture.

Install

From source
git clone https://github.com/jimmytrivedi/Job-Copilot-Backend

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 Job Copilot Backend

How do I install Job Copilot Backend?

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

Is Job Copilot Backend safe to use with an AI agent?

Its trust score is 34 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 Job Copilot Backend still maintained?

Conduid hasn't recorded a commit date for this repository yet. Check the repository directly for recent activity.