MCPは普及するのか？ 課題と使い所

Transcript

1. MCP͸ීٴ͢Δͷ͔ʁ ՝୊ͱ࢖͍ॴ Kenn Ejima @ Admit AI / Gista
3. τϨϯυ • ϩʔΧϧMCP͸͓͓ΉͶCLIʹஔ͖׵͑Δ͜ͱ͕Մೳͩͬͨ • "Claude Code is not a product as much as it’s a Unix utility." — Boris Cherny • Claude Code͸ripgrep, sed, awk౳ͷجຊπʔϧΛ૊Έ߹Θ͓ͤͯΓɺϕΫλʔ ݕࡧ΍άϥϑݕࡧΛ࢖͍ͬͯͳ͍ • ઓ৔͸ϦϞʔτMCP΁ • Read: ޿ٛͷίϯςΩετɾΤϯδχΞϦϯά • Write: Πϯϑϥͷૢ࡞ɾ࣮ߦͳͲɺΤʔδΣϯτͷλεΫ࣮ߦ
4. ٙ໰ͱ՝୊ 1 • MCPࣗମ͕Ճ͑ΔෳࡶੑͱɺMCPͰݮΒͤΔෳࡶੑͷྔͱͷࠩ෼͕খ͍͞ • RAGͱͲ͏ҧ͏ͷʁContext7ͬͯ࢖ͬͨ΄͏͕͍͍ͷʁ • ηΩϡϦςΟ͸Ͳ͏΍ͬͯ୲อ͢Δʁ • ൿີ৘ใ͸ඞͣαʔόʔαΠυͰอ؅͢Δඞཁ͕͋Δ • ϒϥ΢β΍ΞϓϦʹτʔΫϯΛஔ͍ͨΒδɾΤϯυ • ૬มΘΒͣ໘౗ͳೝূઃఆʢඇٕज़৬ͷΤϯυϢʔβʔʹ࢖͑Δʁʣ • ͲͷΈͪAPIτʔΫϯͷઃఆΛ͢ΔͳΒɺREST APIΛͦͷ··ݺ΂͹Α͍ͷͰ͸ʁ
5. ٙ໰ͱ՝୊ 2 • ʮAIʹՄೳͳλεΫʯࣗମͷൃల͕଎͍ͷͰɺඪ४Խʹ͸ૣ͗ͨ͢ͷͰ͸ʁ • ʮ࣌ظঘૣͳ࠷దԽ͸ॾѱͷࠜݯͰ͋Δʯ—υφϧυɾΫψʔε • OpenAI API͸ChatCompletions API͔ΒResponses APIɺ͞ΒʹConversations API΁ͱਐԽ • εέʔϦϯάଇʹԊͬͨ஌ೳ޲্ͷͨΊʹ͸ਪ࿦τʔΫϯͷ׆༻͕ඞਢ • ݁Ռɺਪ࿦τʔΫϯͷอଘͱKVΩϟογϡͷར༻཰޲্͕ࢸ্໋୊ͱͳͬͨ • Ի੠ͳͲϚϧνϞʔμϧͷRealtime API͸Ͳ͏͢Δʁ • WebRTCͷDataChannel (SCTP on DTLS on UDP) ܦ༝Ͱͷ௨৴ • ͍ۙকདྷʹ͞ΒͳΔෳࡶԽɾഁյతมߋ͕ආ͚ΒΕͳ͍ • ݱࡏͷMCP͸·ͩ·ͩংͷޱɺඞͣ͠΋ʮશྗ౤ٿʹద੾ͳλΠϛϯάͰ͸ͳ͍ʯՄೳੑ͕͋Δ
6. ΫϥΠΞϯτʢϒϥ΢βɾΞϓϦʣ αʔόʔ LLM ͨͩτʔΫϯΛύεɾεϧʔ͢Δ͚͕ͩͩ τʔΫϯͳͲൿີ৘ใΛอ࣋͢Δͷʹඞਢ πʔϧ࣮ߦ΋͜͜ʹू໿ ϑϩϯςΟΞɾϞσϧ͸APIܦ༝ ϩʔΧϧ͚ͩͰ໾ཱͭπʔϧ͸গͳ͍ʢCLI?ʣ SSE Pass-through WebRTC SSE Pass-through ※ কདྷతʹ͸WebRTCͷΑ͏ʹشൃੑτʔΫϯΛSSEͰ΋࢖͑ΔΑ͏ʹͳΔ͔΋ʁOpenAIʹཁ๬͸ग़͍ͯ͠·͢ɻ
7. มԽ͕଎͍͔Βͦ͜ τϥΠΞϧˍܦݧ஋ॏཁ
8. https://playground.x402.cloud f lare.com/