The author details the process of publishing an open dataset on US search demand for spreadsheet templates. To make the data more accessible, they developed an MCP server and a Rust crate, allowing developers and AI assistants to query the dataset directly. The MCP server, named tabletemplates-mcp, exposes tools for searching, categorizing, and finding specific templates, embedding source information with each response. The Rust crate, us-excel-template-data, embeds the data directly, offering a typed API and eliminating external dependencies. Analysis of the data reveals that project management is the largest category, while bookkeeping and accounting have the highest demand density, with users primarily searching for ready-to-use templates rather than specific features. AI
IMPACT Facilitates AI assistants' direct access to structured data, enabling more informed responses and data-driven applications.
RANK_REASON The item describes the release of a dataset in developer-consumable formats (MCP server, Rust crate), which is a tool-oriented release rather than a core AI model or research breakthrough.
- AI Assistant
- docs.rs
- Harvard Dataverse
- MCP
- tabletemplates-mcp
- us-excel-template-data
- US search demand for 1,008 spreadsheet templates
- Zenodo
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