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China Customs

by io.github.pipeworx-io
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Server Details

China Customs (GACC English) — monthly merchandise trade statistics.

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Status
Unhealthy
Uptime
0.1% over 28 days
Last Tested
Transport
Streamable HTTP
URL
Repository
pipeworx-io/mcp-china-customs
GitHub Stars
0
Server Listing
china-customs

TDQS

A3.6/5.0

Scored across 40 tools

Disambiguation2/5

Multiple tools occupy nearly the same role: ask_pipeworx and ask_pipeworx_beta are explicitly stated to be identical right now, and ask_pipeworx_grounded, deep_research, suggest_questions, and discover_tools all overlap as entry points into the same data catalog. Prediction-market tools (polymarket_edges, polymarket_arbitrage, polymarket_edge_tracker, polymarket_kalshi_spread, bet_research) also blur together despite detailed descriptions.

Naming Consistency3/5

All names are lowercase snake_case, but the pattern is mixed: many are verb-led (ask_pipeworx, discover_tools, validate_claim, generate_llms_txt) while others are noun-led (entity_profile, company_facts, polymarket_edges, release_calendar_markets, bet_research). This is readable but not a consistent verb_noun convention.

Tool Count2/5

Forty tools is well past the 25+ threshold, and many are meta-tools (memory wrappers, feedback, trending, subscriptions, suggestions) rather than core data operations. The server would be tighter and clearer at roughly half this count.

Completeness2/5

The server is named 'China Customs' but only four of forty tools actually address China customs trade data, with the rest covering general Pipeworx data lookups, prediction markets, company profiles, and unrelated utilities. Even within the apparent broad data domain, the surface is scattered and lacks a clear coherent workflow.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 40 tool updates
    • First observedai_visibility_check
    • First observedask_pipeworx
    • First observedask_pipeworx_beta
    • First observedask_pipeworx_grounded
    • First observedbet_research
    • First observedchina_trade_by_commodity
    • First observedchina_trade_by_country
    • First observedchina_trade_indices
    • First observedchina_trade_summary
    • First observedcompany_facts
    • First observedcompare_entities
    • First observeddeep_research
    • First observeddiscover_tools
    • First observedentity_profile
    • First observedforget
    • First observedgenerate_llms_txt
    • First observedkalshi_weather_edge
    • First observedlist_subscriptions
    • First observedpipeworx_feedback
    • First observedpipeworx_trending
    • First observedpolymarket_arbitrage
    • First observedpolymarket_edge_tracker
    • First observedpolymarket_edges
    • First observedpolymarket_fill_risk
    • First observedpolymarket_kalshi_spread
    • First observedrecall
    • First observedrecent_alerts
    • First observedrecent_changes
    • First observedrelease_calendar_markets
    • First observedremember
    • First observedresolution_audit
    • First observedresolution_diff
    • First observedresolve_entity
    • First observedscan_competitor_ai_presence
    • First observedscan_dependency
    • First observedsearch_within
    • First observedsubscribe
    • First observedsuggest_questions
    • First observedunsubscribe
    • First observedvalidate_claim

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