space-finder-mcp
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TDQS
Scored across 47 tools
While many tools target distinct providers, there are large clusters of near-identical tools: four STAC search tools (stac_search, copernicus_search, inpe_search, uk_stac_search) and many collections/list tools that differ only by provider. Position tools like iss_now, tiangong_now, and sat_ground_track also overlap in purpose, making mis-selection likely.
All names use snake_case and are generally readable, but there is no consistent verb_noun or search_* pattern across the set. Names like apod, neo_today, iss_now, and weather_satellite_now follow different conventions than stac_search, copernicus_collections, or eodashboard_detail.
At 47 tools, this server is well past the 'too many' threshold for coherent tool selection. The broad space domain partially justifies the count, but many tools are provider-specific variants of the same operations and should be consolidated.
The server covers an impressively wide range of space-related needs: imagery, video, audio, launches, satellite tracking, space weather, astronomical observations, and earth observation datasets. Minor gaps exist, such as the empty weather_satellite_now tool and inconsistent auth handling for downloads, but agents can usually find a working path.