Fda Inspections

Many tools overlap heavily around universal lookup and research: ask_pipeworx, ask_pipeworx_beta, ask_pipeworx_grounded, deep_research, validate_claim, company_facts, entity_profile, compare_entities, and recent_changes all serve related 'get information about X' needs. The descriptions do provide strong usage guidance, so an agent can often choose correctly, but the boundaries are not cleanly distinct.

Nearly every tool uses snake_case, with clear prefixes for domains such as fda_, polymarket_, and pipeworx_. The main deviation is that some names are verb_noun while others are noun_phrases or adjective_noun, so the pattern is not strictly verb_noun throughout.

At 41 tools, the server is well over the 25-tool threshold that typically signals an oversized surface. While each tool may earn its place in a universal data gateway, the count is high enough to burden tool selection and context.

The surface covers a broad range of data-access workflows: routing, grounded answers, deep research, entity resolution, financial facts, comparisons, memory, subscriptions, alerts, and specialist FDA/Pipeworx packs. Some domain-specific operations are only reachable indirectly through meta-tools, but the core lifecycle and major gaps are largely addressed.