# MCP Knowledge: Simple Beats Complex When AI Thinks
MCP Knowledge: Simple Beats Complex When AI Thinks Honestly, I built this knowledge base...
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1307 articles tagged with MCP
Building RepoMind: How I Used MCP, RAG, and Repository Intelligence to Give Claude Access to Entire Codebases
I Thought MCP Was Just Tool Calling. Then I Built a Repository Intelligence System. A few...
Giving an AI agent the keys without giving it the building: RBAC + org-scoped MCP tools in Laravel
Exposing your app to an AI agent over MCP is basically handing someone a master keyring and trusting...
タスク、簡単なようで難しいですね……VSCode + Continue + Ollama で構築するローカルMCP開発環境（その１） https://zenn.dev/usagi1975/articles/2026-06-21-000_mc...
タスク、簡単なようで難しいですね……VSCode + Continue + Ollama で構築するローカルMCP開発環境（その１） https://zenn.dev/usagi1975/articles/2026-06-21-000_mcp1#Apple #LLM #news #bot
I got nervous about installing MCP servers, so I built a scanner for them
Every few days there's a new MCP server or Claude Code skill worth trying. And almost all of them you...
「Apps in ChatGPT」にメルカリ登場 自社MCP基盤を活用、会話で商品検索など（ITmedia NEWS） – Yahoo!ニュース https://www.yayafa.com/2829307/ #AgenticAi #AI ...
「Apps in ChatGPT」にメルカリ登場 自社MCP基盤を活用、会話で商品検索など（ITmedia NEWS） – Yahoo!ニュース https://www.yayafa.com/2829307/ #AgenticAi #AI #ArtificialGeneralIntelligence #ArtificialIntelligence #Chat...
How an AI Terminal Assistant Became My Team's Most Productive Engineer - Opencode + Claude + MCP
We connected Claude to multiple tools n our tech stack via MCP. It found >$100K/month in waste, investigated incidents faster than our senior engineers, and sparked an AI agent eco...
AI Weekly: Codex Goes Long, MCP Goes Stateless
The past seven days pushed three quiet shifts forward. AI coding moved from single prompts toward...
When MCP tools break, isolate the server before blaming the agent
You add a new MCP server, or a new tool to an existing one. You ask the agent to use it and it says...
How an AI agent buys and runs its own server over MCP
An AI agent can write the code but usually can't rent the box to run it — that needs a human with a card. Here's how an agent does the whole thing itself over M
https://www.tkhunt.com/2405340/ もう動画制作も人がやる時代じゃないかも…｜AIエージェント（Codex）とMCP・CLIで、全自動で動画が作れた！ #AgenticAi #AI #AiVideo #AIアニメ...
https://www.tkhunt.com/2405340/ もう動画制作も人がやる時代じゃないかも…｜AIエージェント（Codex）とMCP・CLIで、全自動で動画が作れた！ #AgenticAi #AI #AiVideo #AIアニメ #ArtificialIntelligence #chatgptcodex #claudecode #Codex #H...
Building an AI Chat Agent with MCP, Spring AI
Model Context Protocol (MCP) is an open standard for connecting AI apps to tools and data sources. A...
FYI: Microsoft bets on AI economy with Web IQ, Clarity citations, and MCP server: Microsoft today unveiled Web IQ ground...
FYI: Microsoft bets on AI economy with Web IQ, Clarity citations, and MCP server: Microsoft today unveiled Web IQ grounding APIs, Clarity citation reporting, and an MCP server to c...
An MCP 404 trips the circuit breaker and drops valid reads
An agent intermittently "loses" a tool. It reads a sensor fine ten times, then flatly claims the...
How to Integrate Zerodha Kite Connect with MCP Servers
Artificial Intelligence is transforming the way traders and developers interact with financial data....
The Agentic Protocol Stack: How MCP, A2A, A2UI, and AG-UI Fit Together
MCP, A2A, A2UI, and AG-UI aren't competing standards — they're four layers of the same emerging stack. Here's the architectural map engineers actually need.
Stop letting your AI agent eyeball A/B picks — wire in a real contextual bandit via MCP (free, no key)
If you give an LLM agent a table of A/B variants and ask "which one should we send next?", it will...
「Apps in ChatGPT」にメルカリ登場 自社MCP基盤を活用、会話で商品検索など – ITmedia AI＋ https://www.yayafa.com/2828925/ #AgenticAi #AI #ArtificialGe...
「Apps in ChatGPT」にメルカリ登場 自社MCP基盤を活用、会話で商品検索など – ITmedia AI＋ https://www.yayafa.com/2828925/ #AgenticAi #AI #ArtificialGeneralIntelligence #ArtificialIntelligence #ChatGPT #OpenAI #...
MCP Security Starts After Tool Approval | Focused Labs
MCP security best practices need runtime drift detection, capability manifests, quarantine, and per-call evidence after tool approval.
🔧 MCP is dropping 3 core features in its next spec revision (RC 2026-07-28, SEP-2577): Roots, Sampling and Logging.Depre...
🔧 MCP is dropping 3 core features in its next spec revision (RC 2026-07-28, SEP-2577): Roots, Sampling and Logging.Deprecated, not removed: they keep working for ≥12 months (SEP-25...
🔧 MCP retira 3 funciones del core en su próxima revisión (RC 2026-07-28, SEP-2577): Roots, Sampling y Logging.Deprecadas...
🔧 MCP retira 3 funciones del core en su próxima revisión (RC 2026-07-28, SEP-2577): Roots, Sampling y Logging.Deprecadas, no eliminadas: siguen funcionando ≥12 meses (lifecycle SEP...
Why we kept named MCP tools despite a 96% token saving
The boat-agent stack here runs on a prime directive: if there's something usable out there, improve...
Discrete MCP tools vs execute_code: when each wins
When we wanted our boat agents to read SignalK — wind, position, battery, depth — over MCP, there was...
Радикальный Дельфизм в эпоху AI: подключаем ИИ-ассистентов к OpenCV и FFmpeg через MCPТехнологии ушли вперёд, и теперь м...
Радикальный Дельфизм в эпоху AI: подключаем ИИ-ассистентов к OpenCV и FFmpeg через MCPТехнологии ушли вперёд, и теперь мы живём в эру больших языковых моделей и автономных AI-агент...