Podcast Parser

Several tools overlap heavily in purpose, especially the research/router family (ask_pipeworx, ask_pipeworx_beta, ask_pipeworx_grounded, deep_research, validate_claim) and the prediction-market family (bet_research, polymarket_arbitrage, polymarket_edges, polymarket_kalshi_spread, polymarket_fill_risk). The long descriptions provide useful preferences, but an agent still faces real misselection risk across these clusters.

Almost all names use snake_case, with recognizable domain prefixes such as ask_pipeworx*, canon_*, and polymarket_*. The convention is readable and consistent, though it is not a strict verb_noun pattern throughout and includes noun-phrase names like entity_profile and company_facts.

With 44 tools, the set is well above a typical well-scoped range and contains many overlapping or experiment-oriented entries. The breadth may be intentional for a gateway, but as a tool set it is heavy and likely to strain selection.

For a server named Podcast Parser, the surface lacks obvious podcast parsing operations such as feed ingestion or transcript extraction, instead offering CanonCannon corpus lookups plus a broad unrelated data/prediction-market suite. If treated as a general Pipeworx gateway, coverage is broad, but there are still notable gaps and many capabilities depend on meta-routing rather than explicit tools.