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Model Context Protocol tools and agents over enterprise content.

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RAG Over Enterprise Content with Viglet Turing and MCP

· 3 min read
Alexandre Oliveira
Creator & Lead Developer, Viglet Turing

Retrieval-Augmented Generation (RAG) is only as good as what it retrieves. If the retrieval layer is a throwaway vector index built for one chatbot, you end up rebuilding it for every new use case. The better pattern: make your enterprise search index the retrieval layer, and expose it to AI through the Model Context Protocol (MCP) so any agent can use it as a tool.

That's what Viglet Turing does: your indexed Adobe AEM, WordPress, database, and file content becomes both a search experience and a grounded RAG/agent capability, on your own infrastructure.