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スケーラブルなMCPサーバ開発 -リモートMCPの現在地とこれから-
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Mizuki Kameda
April 09, 2025
0
31
スケーラブルなMCPサーバ開発 -リモートMCPの現在地とこれから-
Mizuki Kameda
April 09, 2025
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Transcript
εέʔϥϒϧͳ.$1αʔό։ൃ ϦϞʔτ.$1ͷݱࡏͱ͜Ε͔Β .BDCFF1MBOFU ُాਸ਼و !LNE@ όοΫΤϯυ5ZQF4DSJQUษڧձ
ࣗݾհ ُాਸ਼و .BDCFF1MBOFU71PG3% ઑٕͬͨज़ͳΜͰ ͖ͳٕज़ྖҬ .-%4%$(αʔόαΠυిࢠ࡞ ͦͷଞͷͩ͜ΘΓ ָثίʔώʔᖿḦΧϝϥ !LNE@
.$1ͬͯ·͔͢ʁ
.$1ͱ .PEFM$POUFYU1SPUPDPM --.ʹ֎෦ϦιʔεΛૢ࡞ͤ͞ΔͨΊͷϓϩτίϧ ྨࣅͨ֓͠೦Ͱ'VODUJPODBMMJOH͕͋Δ --.ͷՄೳੑΛ֦ு͢Δ͜ͱ͕Ͱ͖Δ ɾ4MBDLʹߘͯ͠ΈͨΓ ɾΠϯλʔωοτʹର͠ݕࡧΛͨ͠Γ
͜͏͍͏ͷ Ҿ༻IUUQTNPEFMDPOUFYUQSPUPDPMJPJOUSPEVDUJPO
'VODUJPO$BMMJOHͱͷࠩҟ --.ଆ۩ମతͳݺͼํΛΒͳͯ͘ྑ͍ Ҿ༻IUUQTYDPNNBUUQPDPDLVLTUBUVT
ಋೖ͕؆୯Ͱศར ݕࡧػೳΛ࣋ͨͤͨΓ ظهԱΛ࣮ݱͨ͠Γ 8FCαΠτͷ༰Λऔಘͨ͠Γ ଞʹํݺͼग़͕͠ՄೳͩͬͨΓͱϝϦοτ͕͋Γ·͢
ݱঢ়ͷ.$1ͷ՝ .$1͕ϩʔΧϧͰ࣮ߦ͢Δલఏ
͜͏͍͏ͷ Ҿ༻IUUQTNPEFMDPOUFYUQSPUPDPMJPJOUSPEVDUJPO
.$1$MJFOU $MBVEF%FTLUPQ$MJOFͳͲ༗໊ΫϥΠΞϯτ͕ϩʔΧϧ࣮ߦͷΈͷରԠ 44&4USFBNBCMF)551ͳͲωοτϫʔΫӽ͠ͷରԠΛ͍ͯ͠ͳ͍ .$14FSWFS ެ։͞Ε͍ͯΔ.$14FSWFSͷମײ͕ ϩʔΧϧ࣮ߦલఏ TUEJP5SBOTQPSU .$15SBOTQPSUͷݱঢ় TUEJPʹΑΔ5SBOTQPSU͕ѹతओྲྀ
ϩʔΧϧ࣮ߦલఏͩͱ ͜ΜͳσϝϦοτ͕
։ൃ࣌ͷ.$1ར༻ ։ൃऀ͝ͱʹ.$1αʔόͷঢ়ଶɾڍಈ͕ҟͳΔ ˠ։ൃऀ͝ͱͷࠩҟ͕େ͖͘ͳΓଐਓԽ͢Δ ৫ͱͯ͠ཧ֎ͷྑͷ.$1αʔό͕ཚཱ͢Δ ˠཧ֎ͷίʔυࣗମ͕ηΩϡϦςΟϦεΫ ։ൃج൫ͱͯ͠εέʔϧ͠ͳ͍
ΞϓϦέʔγϣϯఏڙ࣌ͷ.$1ར༻ શͯͷ.$1ΫϥΠΞϯτɾαʔόΛ ಉ͡αʔόΠϯελϯεʹೖΕΔඞཁੑ ΞϓϦέʔγϣϯͱͯ͠εέʔϧ͠ͳ͍
εέʔϧ͍ͨ͠
ϦϞʔτ.$1ͷબࢶ͕ཉ͍͠
ϦϞʔτ.$1ʹΓͳ͍ͷ 5SBOTQPSUMBZFS 44&ීٴ͠ͳ͍··%FQSFDBUFE 4USFBNBCMF)551Λਪ͢Δ͜ͱͱͳͬͨ ͜ΕΒʹରԠ͢Δ࣮͕$MJFOU 4FSWFSͱʹ΄΅ͳ͍ ೝূɾೝՄ .$1$MJFOU.$14FSWFSؒͷೝূɾೝՄͷ༷͕ඞཁ
ʹ༷͕ݻ·͕࣮͕͍͍͍ͬͨͭͯͳ͍ঢ়ଶ
༷ݻ·͕ͬͨ ެؚࣜΊ࣮͕͍͍͍ͭͯͳ͍ݱঢ়
༷͕ݻ·ͬͨͳΒ खૣ͍࢝͘Ί͍ͨ
ਪ͠ͷ࣮͕͋Γ·͢
5SBOTQPSUMBZFS 44&ීٴ͠ͳ͍··%FQSFDBUFE 4USFBNBCMF)551Λਪ͢Δ͜ͱͱͳͬͨ ͜ΕΒʹରԠ͢Δ࣮͕$MJFOU 4FSWFSͱʹ΄΅ͳ͍ ˠ.DQ"HFOU 'PS4FSWFS NDQSFNPUF
'PS$MJFOU ೝূɾೝՄ .$1$MJFOU.$14FSWFSؒͷೝূɾೝՄͷ༷͕ඞཁ ʹ༷͕ݻ·͕࣮͕ͬͨશ͘͞Ε͍ͯͳ͍ঢ়ଶ ˠXPSLFSTPBVUIQSPWJEFS 'PS4FSWFS NDQSFNPUF 'PS$MJFOU
͜͏ͳΔ
.DQ"HFOU$MPVE fl BSF"HFOUT4%, աظͰ͋Δ5SBOTQPSUͷ࣮ͱநԽΛ୲͏4FSWFSଆ࣮ ݱࡏ࠷ීٴ͍ͯ͠Δ44& %SFQSFDBUFE Λ͢ কདྷతʹಉ͡ΠϯλϑΣʔεͰ4USFBNBCMF)551Λ͢ ࠓޙ8FC4PDLFUΛαϙʔτ͢ΔࡍʹҰ؏ͨ͠ΠϯλϑΣʔεΛఏڙ༧ఆ IUUQTHJUIVCDPNDMPVE
fl BSFBHFOUT
.DQ3FNPUF 44&ೝՄΛαϙʔτ͍ͯ͠ͳ͍.$1$MJFOUͷͨΊͷϓϩΩγ TUEJPΛͱʹΘΓʹ44&ͷ5SBOTQPSUΛͯ͘͠ΕΔ ೝՄͱͯ͠0"VUIΛαϙʔτ ެࣜͰ0"VUIʹ४ڌ͢Δ͜ͱ͕ܾ·Γ ҆৺ͯ͠͏͜ͱ͕Ͱ͖Δ "mcpServers": {
"math": { "command": "npx", "args": ["mcp-remote", "http://my-mcp-server.my-account.workers.dev/sse"] } }
XPSLFSTPBVUIQSPWJEFS $MPVE fl BSF8PSLFST༻ͷ0"VUIϓϩόΠμʔϥΠϒϥϦ ࿑ͤͣೝՄΛ࣮͢Δ͜ͱ͕Ͱ͖Δ .PEFM$POUFYU1SPUPDPMTQFDJ fi DBUJPO ͱಉ༷
0"VUIΛαϙʔτ কདྷతʹ҆৺ͯ͠͏͜ͱ͕Ͱ͖Δ IUUQTTQFDNPEFMDPOUFYUQSPUPDPMJPTQFDJ fi DBUJPOCBTJDBVUIPSJ[BUJPO
͜͏ͳΔ
σϞ
͜Ε͕
͜͏ͳΔ
͜Ε͕ Ҿ༻IUUQTCMPHDMPVE fl BSFDPNSFNPUFNPEFMDPOUFYUQSPUPDPMTFSWFSTNDQ
͜͏ͳΔ Ҿ༻IUUQTCMPHDMPVE fl BSFDPNSFNPUFNPEFMDPOUFYUQSPUPDPMTFSWFSTNDQ
ϦϞʔτ.$1Ͱ ϋοϐʔͳ.$1ϥΠϑΛʂ