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Noaa Ndbc

by io.github.pipeworx-io
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NOAA NDBC MCP — National Data Buoy Center marine observations

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Status
Unhealthy
Uptime
0.1% over 21 days
Last Tested
Transport
Streamable HTTP
URL
Repository
pipeworx-io/mcp-noaa-ndbc
GitHub Stars
0
Server Listing
noaa-ndbc

TDQS

A4/5.0

Scored across 39 tools

Disambiguation3/5

Most tools are distinct, but there are real overlap clusters: ask_pipeworx / ask_pipeworx_beta / ask_pipeworx_grounded are near-identical routers (beta is explicitly 'identical'), and the prediction-market family (polymarket_edges, polymarket_arbitrage, bet_research, polymarket_fill_risk, polymarket_edge_tracker) shares partition/overround/edge concepts. The very long descriptions actively steer selection (PREFER OVER, START HERE), which mitigates but does not eliminate misselection risk.

Naming Consistency4/5

Names are uniformly snake_case with no camelCase or mixed-convention drift, which is the key consistency test. A few use noun phrases (entity_profile, company_facts, kalshi_weather_edge, recent_changes) rather than a strict verb_noun pattern, but the overall style is predictable and readable.

Tool Count2/5

39 tools is well past the heavy threshold and includes near-duplicates (a beta router variant, multiple overlapping Polymarket scanners) that inflate the surface. Even for a broad data gateway, this many entry points strains an agent's ability to pick the right one, and the narrow server name ('Noaa Ndbc') makes the count even more jarring.

Completeness4/5

The surface covers a striking breadth of the gateway's domain: discovery/onboarding, entity resolution, company fundamentals, comparison, fact-checking, prediction-market pricing/arbitrage/fill-risk, subscriptions with create/list/cancel, and memory CRUD. Gaps are minor and mostly by design (documented soft-fails like the sunset patents source, empty court category).

Tool Schema Changelog

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

  1. 39 tool updates
    • First observedai_visibility_check
    • First observedask_pipeworx
    • First observedask_pipeworx_beta
    • First observedask_pipeworx_grounded
    • First observedbet_research
    • 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 observedndbc_latest_obs
    • First observedndbc_station_history
    • First observedndbc_stations
    • 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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