neon-mcp
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TDQS
Scored across 20 tools
Each tool has a clear, distinct purpose: searching sites, products, availability, files, locations, samples, taxonomy, and prototypes are all separated. Even similar tools like get_site vs get_product or list_files vs download_files are unambiguous due to clear nouns and descriptions.
All tools follow a consistent neon_<verb>_<noun> pattern, with verbs like get, list, search, download, find, ping, and graphql. The naming is uniformly snake_case and predictable, making it easy to guess tool behaviors.
With 20 tools, the server covers a broad domain (NEON ecological data) and each tool addresses a specific need, but the count is at the upper edge of the ideal range. Some tools like neon_graphql and neon_ping add flexibility but could be considered optional; still, the count is justifiable for the extensive API surface.
The server provides comprehensive coverage: search and discovery (sites, products, samples, prototypes, taxonomy), metadata retrieval (get_site, get_product, get_release, get_location, get_document), availability and citation, file listing and downloading, plus a GraphQL fallback for edge cases. It covers the full lifecycle from discovery to data access and citation, with no obvious gaps.