`get_forecast`

17 servers reported a tool by this name when we called them. Names are chosen by whoever wrote the server, so two tools sharing a name do not have to do the same thing. We record what was reported, not what it does.

server	result when we called it	tools
SimpleFunctions https://simplefunctions.dev/api/mcp/mcp	answers-mcp	108
ask-ai-dataconnector https://ask-ai-data-connector.com/mcp	answers-mcp	65
gadgethumans-mcp https://api.gadgethumans.com/mcp	answers-mcp	46
pipeworx-gateway https://gateway.pipeworx.io/nws/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/airquality/mcp	answers-mcp	33
sw-mcp https://mcp.smarterweather.com	answers-mcp	32
clariBI MCP Server https://claribi.com/mcp/v1/	answers-mcp	26
clariBI MCP Server https://claribi.com/mcp/v1/sse	answers-mcp	26
Quantustik https://quantustik.com/mcp	answers-mcp	26
vibesprings https://vibesprings.net/mcp	answers-mcp	25
crosbynews-weather https://crosbynews.com/mcp	answers-mcp	14
aboard https://aboard.untype.me/mcp	answers-mcp	9
met-weather https://met-mcp.met-mcp-worker.workers.dev/mcp	answers-mcp	8
voltcast https://voltcast.com/api/mcp	answers-mcp	7
ai-rate-limit-tracker https://api.lazy-mac.com/ai-rate-limit-tracker/mcp	answers-mcp	4
nws-alerts https://mcp.olyport.com/nws-alerts/mcp	answers-mcp	3
weather https://ads.getlulu.dev/weather/mcp	answers-mcp	2

17 of these answered an MCP handshake on the day we checked. That is not a promise the tool works, only that the server was running and told us the tool existed.