realia-mcp
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TDQS
Scored across 7 tools
The tools are mostly distinct: search/get for datasets, list/get for coins, upload/launch for publishing, and whoami for auth. There is slight overlap between get_dataset and get_coin (both return dataset schema), but the context differs. The naming is clear enough to avoid major misselection.
The naming follows a consistent verb_noun pattern (search_datasets, get_dataset, list_launchpad, get_coin, upload_dataset, launch_coin). The exception is 'whoami', which is a conventional but different style. Overall, the pattern is predictable and readable.
The server provides 7 tools, which is well within the ideal range. Each tool addresses a distinct core function (searching, retrieving, listing, uploading, launching, and authentication). No tool feels redundant or out of place, and the count is neither too thin nor too heavy.
The tools cover the main lifecycle: search/get datasets, upload datasets, list/get coins, launch a coin, and check auth. However, there is an obvious gap: no tool to update or delete a dataset, or to manage a coin after launch. These missing operations could hinder workflows that require dataset maintenance.