Chip Intel MCP
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TDQS
Scored across 8 tools
Most tools target clearly distinct resources: list_chips (enumeration), chip_specs (single detail), compare_chips (side-by-side), process_node_map, export_control_lookup, chip_news, and chip_company_filings are all separable. The main overlap is chip_briefing, which is a composite of chip_company_filings + chip_news and could be confused with them, but the 'one-shot briefing' framing distinguishes it.
The set mixes verb-first action names (list_chips, compare_chips, export_control_lookup) with noun-first resource names (chip_specs, chip_news, chip_company_filings, chip_briefing, process_node_map). The 'chip_' prefix gives some cohesion but there is no predictable verb_noun pattern throughout.
Eight tools is well-scoped for a chip intelligence domain, with each tool earning its place across listing, specs, comparison, process nodes, export screening, news, filings, and a briefing aggregator. No redundant or filler tools.
The surface covers the lifecycle well: discovery (list_chips), detail (chip_specs), comparison, adjacent context (process nodes, export control, news, filings), and an aggregation tool. Minor gaps like spec-based search/filtering or a broader company list beyond the ten hardcoded tickers exist but are workable.