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Server Details

NOAA Space Weather Prediction Center (solar wind, Kp, aurora, alerts)

Status
Healthy
Last Tested
Transport
Streamable HTTP
URL
Repository
pipeworx-io/mcp-noaa-swpc
GitHub Stars
0

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Tool DescriptionsA

Average 4.3/5 across 37 of 37 tools scored. Lowest: 2.3/5.

Server CoherenceC
Disambiguation3/5

Most tools have distinct purposes, but there is overlap between ask_pipeworx and ask_pipeworx_grounded, and the multiple prediction market tools (polymarket_arbitrage, polymarket_edges, etc.) could confuse agents. The space weather tools are clear, but the overall diversity reduces clarity.

Naming Consistency2/5

Tool names follow no consistent pattern: some use underscores (ai_visibility_check), some are concatenated (aurora_forecast, boulder_kp), and some are phrases (scan_competitor_ai_presence). This inconsistency makes it harder for agents to predict naming conventions.

Tool Count2/5

37 tools is high for a server named 'Noaa Swpc', with only 7 related to space weather. The rest are from Pipeworx's platform, covering many unrelated domains. The count is excessive and lacks focus.

Completeness3/5

The NOAA SWPC subset (7 tools) covers alerts, aurora, solar wind, etc., fairly well. However, the server as a whole includes many unrelated tools, making it incomplete for any single domain. The stated purpose (NOAA space weather) is only partially served.

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