Python Unit Tests

fix(tools): Cache tools in BaseToolset to prevent duplicate MCP connections #8061

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Run time

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Job	Run time
test (3.11)	2m 12s
test (3.10)	2m 22s
test (3.13)	2m 13s
test (3.12)	2m 17s
	9m 4s