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MCP server · RAG

Rag Agent

by · github.com/luisrodriguesphd/mcp-rag-agent

This repository presents a production-ready RAG system combining LangGraph agent with Model Context Protocol (MCP) integration. Features hybrid search using Reciprocal Rank Fusion (RRF) via MongoDB vector and text searches, grounded responses using COSTAR prompting, and automated RAGAS-based evaluation for building reliable, context-aware AI agents

Unclaimed last commit 9 months ago agentfull-text-searchgenai-chatbothybrid-searchinformation-retrievalllmmcpmcp-servernlpretrieval-augmented-generationsemantic-searchtext-generationtext-searchvector-databasevector-search
InstallView source
34Low

Scored 2 hours ago · breakdown

About Rag Agent

Rag Agent is an MCP server published by luisrodriguesphd in the RAG category: this repository presents a production-ready RAG system combining LangGraph agent with Model Context Protocol (MCP) integration. Features hybrid search using Reciprocal Rank Fusion (RRF) via MongoDB vector and text searches, grounded responses using COSTAR prompting, and automated RAGAS-based evaluation for building reliable, context-aware AI agents.

The repository has 4 stars and 0 forks, with the last commit 9 months ago. Six months or more without a commit doesn't mean the server is broken, but check the open issues before depending on it in production.

Install

From source
git clone https://github.com/luisrodriguesphd/mcp-rag-agent

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 Rag Agent

How do I install Rag Agent?

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

Is Rag Agent 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 Rag Agent still maintained?

The last commit was 9 months ago. That's long enough that you should check whether the maintainer is responding to issues before depending on it.