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MCP server · RAG

TheUltimateRAG

by · github.com/Matrixxboy/TheUltimateRAG

TheUltimateRAG is a production-ready, modular, and highly flexible Retrieval-Augmented Generation (RAG) boilerplate. Built with FastAPI, LangChain, and ChromaDB, it is designed to be the robust foundation for your next AI application.

Unclaimed last commit 9 months ago aifastapilangchainllmmcpmemoryragrag-pipelinestoragevector-databasevector-search
InstallView source
34Low

Scored a month ago · breakdown

About TheUltimateRAG

TheUltimateRAG is an MCP server published by Matrixxboy in the RAG category: theUltimateRAG is a production-ready, modular, and highly flexible Retrieval-Augmented Generation (RAG) boilerplate. Built with FastAPI, LangChain, and ChromaDB, it is designed to be the robust foundation for your next AI application.

The repository has 1 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/Matrixxboy/TheUltimateRAG

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 TheUltimateRAG

How do I install TheUltimateRAG?

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

Is TheUltimateRAG 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 TheUltimateRAG 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.