Provides statistical analysis of Goodreads book data, including rating distributions, top books by ratings, stats by language/year/publisher/author, page-count vs rating relationships, publication month seasonality, and comparisons of user ratings against overall book ratings.
Enables answering statistical questions about a large Goodreads dataset in BigQuery using aggregate-only tools, with built-in guards and caveats that prevent users from getting misleading numbers from known data defects.
12
MIT
Why this server?
Allows retrieving books from a user's Goodreads library by accessing the user's account with their credentials
A CLI tool that integrates with Claude Desktop to allow users to retrieve their Goodreads library data through MCP.
1
7
-
Why this server?
Provides tools for searching books, retrieving book details (ratings, histogram, series, review languages), fetching paginated reader reviews with filters, finding similar books, author bibliographies, series books with reading order, published editions, and accessing public shelves — all from Goodreads public data.
A read-only MCP server for Goodreads that enables LLMs to search for books, retrieve detailed book info with ratings and reviews, and explore recommendations, series, and author bibliographies using public data sources without requiring authentication.
12
2
-
Why this server?
Imports your Goodreads bookshelves, ratings, and reviews into your personal record.
Read-only MCP server exposing a filtered copy of your personal context record as one SQL surface, so assistants can query your data without the vendor owning it.
MIT
Why this server?
Provides tools to interact with Goodreads shelves and reading history, including listing shelves, getting currently reading, recently read books, reading stats, searching library, and fetching book details with enrichment from Open Library.
Self-hosted MCP server for searching and discovering books using Anna's Archive and Goodreads datasets, enabling full-text search, ISBN/md5 lookup, similarity matching, and optional download URL retrieval.
7
2
MIT
Why this server?
Extracts data from Goodreads (based on included patterns).
A containerized service that enables MCP clients to interact with data and perform actions through a remote browser environment. It supports live streaming of the container desktop and offers proxy configuration for location-based browser sessions.
72
MIT
Why this server?
Provides tools for controlling a Goodreads account, including searching books, adding books to shelves (want to read, currently reading, read), listing shelf contents, and queueing actions to be applied after authentication.
Enables voice-controlled management of a Goodreads account, allowing users to search books, add them to shelves, list shelves, and sync pending actions through a signed-in headless Chromium session.