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Scored across 14 tools
Most tools have distinct resource-and-action purposes: TNS name lookup vs. cone search, ZTF light curve vs. nearby objects, Rubin object vs. recent objects. The main ambiguity is that whats_here aggregates SIMBAD, VSX, Gaia, TESS, ZTF, and asteroid lookups while individual catalog tools also exist, so an agent must decide between broad and targeted queries. Descriptions largely resolve this, but the overlap keeps it from a 5.
Names are readable and often grouped by resource prefix (tns_object, ztf_lightcurve, rubin_recent), but conventions are mixed: bare catalog names like simbad, vsx, and gaia, verb-style observe_tonight, and noun/qualifier forms like tess_known and asteroids_at. There is no single predictable action pattern throughout.
Fourteen tools is well within the ideal range and each maps to a meaningful astronomy follow-up capability. The set covers several catalogs, planning, cutouts, and transient brokers without obvious redundancy at the count level.
The surface covers a broad range of object lookup, crossmatching, transient discovery, and observing-planning needs across TESS, SIMBAD, VSX, Gaia, TNS, ZTF, and Rubin. Minor gaps remain, such as a general name-to-coordinate resolver or NED/MPC catalog access, but core workflows are supported.