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
340
【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
IBC 2025 動画技術関連レポート / IBC 2025 Report
cyberagentdevelopers
PRO
2
390
2025年度 生成AI 実践編
cyberagentdevelopers
PRO
6
590
LLMを用いたメタデータベースレコメンド検証
cyberagentdevelopers
PRO
6
2.1k
CodeAgentとMCPで実現するデータ分析エージェント
cyberagentdevelopers
PRO
1
500
SQL Agentによるタップルのデータ利活用促進
cyberagentdevelopers
PRO
4
1.3k
NAB Show 2025 動画技術関連レポート / NAB Show 2025 Report
cyberagentdevelopers
PRO
1
560
【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
13k
【CA.ai #1】未来を切り拓くAIエージェントの可能性
cyberagentdevelopers
PRO
4
400
【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
360
Featured
See All Featured
Redefining SEO in the New Era of Traffic Generation
szymonslowik
1
180
Practical Tips for Bootstrapping Information Extraction Pipelines
honnibal
25
1.7k
Un-Boring Meetings
codingconduct
0
170
Impact Scores and Hybrid Strategies: The future of link building
tamaranovitovic
0
180
Git: the NoSQL Database
bkeepers
PRO
432
66k
Ecommerce SEO: The Keys for Success Now & Beyond - #SERPConf2024
aleyda
1
1.7k
Deep Space Network (abreviated)
tonyrice
0
26
The Curious Case for Waylosing
cassininazir
0
200
Docker and Python
trallard
47
3.7k
RailsConf & Balkan Ruby 2019: The Past, Present, and Future of Rails at GitHub
eileencodes
141
34k
Are puppies a ranking factor?
jonoalderson
0
2.5k
Balancing Empowerment & Direction
lara
5
830
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