Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
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-
Search
Mizuki Kameda
April 09, 2025
0
29
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
Tweet
Share
More Decks by Mizuki Kameda
See All by Mizuki Kameda
高機能なAIエージェントを爆速で作る方法
kmd09
4
1.3k
Cloudflareで実現する AIエージェント ワークフロー基盤
kmd09
0
450
Featured
See All Featured
Making the Leap to Tech Lead
cromwellryan
134
9.4k
Designing Experiences People Love
moore
142
24k
Facilitating Awesome Meetings
lara
54
6.4k
Code Review Best Practice
trishagee
68
18k
Connecting the Dots Between Site Speed, User Experience & Your Business [WebExpo 2025]
tammyeverts
5
230
Designing for Performance
lara
609
69k
[RailsConf 2023] Rails as a piece of cake
palkan
55
5.6k
Gamification - CAS2011
davidbonilla
81
5.3k
"I'm Feeling Lucky" - Building Great Search Experiences for Today's Users (#IAC19)
danielanewman
229
22k
Embracing the Ebb and Flow
colly
86
4.7k
Performance Is Good for Brains [We Love Speed 2024]
tammyeverts
10
940
A better future with KSS
kneath
239
17k
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