Seems more accurate to state this reshapes the NxM problem rather than solving it.

▲ mayank_agarwal 2 years ago | parent [-]

Yeah even I don't understand how it exactly solves the NXM problem (which translates to having M different prompts for N different llms. corerct me if I'm wrong please)

	▲	ramoz 2 years ago \| parent [-]
		N (LLM clients/vendors) x M (tools/tool suppliers). The N×M problem may simply be moved rather than solved: `- Instead of N×M direct integrations - We now have N MCP client implementations - M MCP server implementations` This feels similar to SOAP but might be more of a lower level protocol similar to HTTP itself. Hard to tell with the implementation examples being pretty subjective programs in python.