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High-Potential
Python
🧩 RAGLight: Modular RAG Framework with MCP
666 stars101 forksPython
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RAGLight is a modular framework designed for Retrieval-Augmented Generation (RAG). Its baseline offering allows developers to easily swap out different LLMs, embeddings, and vector stores, which is standard for modern RAG tools.
The interesting part is its recent integration with MCP (Model Context Protocol). This means it goes beyond traditional document retrieval, using MCP to standardize connections to external tools and dynamic data sources, moving closer to an Agentic RAG approach.
While it is still growing in visibility, combining RAG pipelines with MCP is a logical evolution. It is well-suited for developers who find larger frameworks too heavy but still need flexible ways to extend their external toolchains.