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
【CA.ai #1】MCP世界への招待:AIエンジニアが創る次世代エージェント連携の世界
Search
CyberAgent
PRO
April 04, 2025
2
260
【CA.ai #1】MCP世界への招待:AIエンジニアが創る次世代エージェント連携の世界
CyberAgent
PRO
April 04, 2025
Tweet
Share
More Decks by CyberAgent
See All by CyberAgent
2025年度 生成AI 実践編
cyberagentdevelopers
PRO
4
330
LLMを用いたメタデータベースレコメンド検証
cyberagentdevelopers
PRO
6
1.9k
CodeAgentとMCPで実現するデータ分析エージェント
cyberagentdevelopers
PRO
1
350
SQL Agentによるタップルのデータ利活用促進
cyberagentdevelopers
PRO
1
510
NAB Show 2025 動画技術関連レポート / NAB Show 2025 Report
cyberagentdevelopers
PRO
1
460
【2025年度新卒技術研修】100分で学ぶ サイバーエージェントのデータベース 活用事例とMySQLパフォーマンス調査
cyberagentdevelopers
PRO
8
11k
【CA.ai #1】未来を切り拓くAIエージェントの可能性
cyberagentdevelopers
PRO
4
270
【CA.ai #1】ABEMA のコンテンツ制作を最適化! 生成 AI × クラウド映像編集システム
cyberagentdevelopers
PRO
0
240
The Composable Architecture (TCA) を用いたAmebaのリアーキテクチャ
cyberagentdevelopers
PRO
0
120
Featured
See All Featured
Side Projects
sachag
455
43k
Code Reviewing Like a Champion
maltzj
525
40k
The Psychology of Web Performance [Beyond Tellerrand 2023]
tammyeverts
49
3k
Chrome DevTools: State of the Union 2024 - Debugging React & Beyond
addyosmani
7
840
It's Worth the Effort
3n
187
28k
Reflections from 52 weeks, 52 projects
jeffersonlam
352
21k
Sharpening the Axe: The Primacy of Toolmaking
bcantrill
44
2.5k
Speed Design
sergeychernyshev
32
1.1k
[RailsConf 2023] Rails as a piece of cake
palkan
57
5.8k
ReactJS: Keep Simple. Everything can be a component!
pedronauck
667
120k
Into the Great Unknown - MozCon
thekraken
40
2k
Documentation Writing (for coders)
carmenintech
74
5k
Transcript
MCP AI
Günther Brunner CyberAgent since 2012 CTO > Developer Productivity AI
UX Design Performance Music Movies Sushi Travel @gunta85 @gunta dev.to/gunta zenn.dev/gunta guntherbrunner.art NEW
12 CA UX SLO Service Level Objectives AI Figma AI
AI
None
None
None
None
None
None
None
None
None
None
MCP AI
AI AI
LLM AI AI
AI : : : :
MCP Model Context Protocol Anthropic AI / AI USB-C MCP
(Client) (Server)
MCP (Resource) ( ) (Tool) LLM ( API ) (Prompt)
MCP LSP Language Server Protocol (LSP) (IDE) (Language Server) JSON-RPC
(Capabilities)
None
MCP IDE / Cursor Windsurf (Codeium) Zed CLI Claude Code
Cline AI SDK (Vercel) Mastra Python / TypeScript SDK (Anthropic )
MCP (Anthropic) GitHub (Issue, PR ) ( ) Sequential Thinking
( ) 19 Mastra Docs Server (Mastra ) Playwright MCP ( ) Slack, Notion, Linear, etc. (Composio, Zapier ) ...
MCP MCP Composio: 100+ MCP (OAuth ) Smithery: 2,900+ MCP
Zapier MCP: 7,000+ 30,000+
None
None
MCP (2025-03-26) : OAuth 2.1 (Remote MCP ) Streamable HTTP
Transport: HTTP+SSE ( ) JSON-RPC Batching: Tool Annotations: Read-only, Destructive : ( ) Capability
MCP (H1 2025) Remote MCP Support: (OAuth 2.0) (2025-03-26) (
) (Streamable HTTP) : / : : : ( )
AI SDK MCP MCP (GitHub, Slack, Filesystem ) MCP (stdio)
/ (SSE/Streamable HTTP) Vercel AI SDK MCP AI SDK MCP
Mastra MCP Mastra + MCP : IDE : ID Mastra
Docs Server: Mastra MCP IDE Mastra Mastra MCP MCP
MCP (Jira/GitHub) MCP (Figma) MCP Cursor MCP PR Jira MCP
ToDo Slack
Project as Code MCP Project as Code (PaC): PaC AI
AI AI (Markdown, YAML ) MCP PaC MCP AI `docs/requirements.md`, `config/rules.yaml`, `architecture.md` [@workspace] MCP [@docs] AI
Q&A @gunta85 @gunta zenn.dev/gunta
MCP (Why MCP Won) AI OpenAPI AI ( / )
+ Anthropic Anthropic Claude LSP LSP JSON-RPC +
MCP Remote MCP : : AI : : : ChatGPT
Desktop
MCP MCP AI Project as Code AI MCP
None
None