BookDNA
An AI book recommendation application that matches and recommends books by extracting features such as tropes, background settings, and tone. Each recommendation is verified for authenticity through Open Library and is packaged as an MCP server for invocation by AI chat tools.
Timeline (last 90 days)
BookDNA is a book recommendation AI application that recommends matching books by extracting features such as a book's tropes, setting, and tone, verifies the authenticity of each recommendation via Open Library, and is deployed as an MCP server.
BookDNA provides four tool interfaces: search_book, get_book_dna, recommend, and recommend_by_tropes.
BookDNA's MCP server address is https://calm-wave-h30fs.run.mcp-use.com/mcp, and the project is open-sourced on GitHub (github.com/ksaivarsha/bookdna).
The author used Claude Code to build the entire BookDNA project, was responsible for all decisions, reviewed every change, and personally tested it, while maintaining a friction log to record confusing points during development.
BookDNA is deployed on Manufact Cloud and ran normally when tested in the Manufact Inspector chat using a GPT model (rather than only Claude).
All Facts (3)
BookDNA is a book recommendation AI application that recommends matching books by extracting features such as a book's tropes, setting, and tone, verifies the authenticity of each recommendation via Open Library, and is deployed as an MCP server.
50%UnverifiedBookDNA provides four tool interfaces: search_book, get_book_dna, recommend, and recommend_by_tropes.
50%UnverifiedThe author used Claude Code to build the entire BookDNA project, was responsible for all decisions, reviewed every change, and personally tested it, while maintaining a friction log to record confusing points during development.
50%