#Full Text Search MCP Servers

Execute RAG queries against Azure AI Search natively. Search vectors, full-text documents, and audit cloud indexes directly from your AI agent.

Manage your Meilisearch instance. Handle indexes, documents, and search configurations directly from your AI agent.

Search and explore millions of books on Google Books. Find titles, authors, reviews, previews and full text from any AI agent.

Search the world's most comprehensive index of full-text books, manage personal bookshelves, and retrieve detailed literary metadata.

Manage your digital archive via Paperless-ngx. Search documents, upload files, manage tags, and organize correspondents directly from any AI agent.