RAG ou MCP? A pergunta errada. Cole o prompt e monte os dois
RAG é a base de conhecimento: Logseq, Notion, Confluence. MCP é o conector: o IDE pede um trecho dessa base. Fine-tuning não grava o doc nos pesos.
#MCP
3108 articles tagged with MCP
Seven ways a remote MCP server gets authorization wrong
Remote MCP servers are shipping fast, and a lot of them are generated straight out of an OpenAPI spec...
Okay, so it turns out building an MCP server is kind of easy. Now I just need to do all the associated release preparati...
Okay, so it turns out building an MCP server is kind of easy. Now I just need to do all the associated release preparation for @mobilebuilds before submitting to the app store. #ma...
Why I Built a Pure-Rust Model Context Protocol Engine for Interlayer & Liteverse (
Anthropic's Model Context Protocol (MCP) is rapidly becoming the open standard for connecting...
10 Practical Things You Can Build With n8n and MCP
The first time an AI assistant triggers a real workflow, the interesting question is not “Can it do...
Generic APM tools couldn't tell me why my MCP tool calls were failing, so I built something that actually understands the protocol
Every tracing tool I tried treated MCP tool calls like generic HTTP — "340ms, status: error" and...
The 72,000-Token Invisible Tax: What Really Happens When You Load 10 MCP Servers
The 72,000-Token Invisible Tax: What Really Happens When You Load 10 MCP Servers If you've...
Choose between Agent Skills and MCP servers using connectivity, credentials, context cost, security, and a practical thi...
Choose between Agent Skills and MCP servers using connectivity, credentials, context cost, security, and a practical thin-server pattern for AI agents.#AI #Hermes #OpenClaw #AI Cod...
🤖 Of 163 tools with a public site, 37% have llms.txt, 10% a crawler policy, 5% an mcp.json. Agent-friendly is the claim,...
🤖 Of 163 tools with a public site, 37% have llms.txt, 10% a crawler policy, 5% an mcp.json. Agent-friendly is the claim, but few did more than the easiest file. See which ones actu...
Your MCP Server Is a Backdoor. Here's How Attackers Use It.
I've been digging into MCP (Model Context Protocol) server security over the past few weeks, and what...
Trotz KI und Protokollen wie MCP bleiben standardisierte Schnittstellen unerlässlich, um Daten effizient, nachvollziehba...
Trotz KI und Protokollen wie MCP bleiben standardisierte Schnittstellen unerlässlich, um Daten effizient, nachvollziehbar und in hoher Qualität auszutauschen. Für IT-Profis bleibt ...
Model Context Protocol (MCP) vs Autonomous Agent Loops: The Complete Production Stack
Model Context Protocol (MCP) vs Autonomous Agent Loops: The Complete Production Stack ...
ヒトでも亜人でも、JSONへの思いは同じはずです無料のGUIツール「LM Studio」でMCPをつかう方法 ～外部のデータとつながってLLMの知識を拡張しよう／「Microsoft Learn MCP Server」からマイクロソフト公式...
ヒトでも亜人でも、JSONへの思いは同じはずです無料のGUIツール「LM Studio」でMCPをつかう方法 ～外部のデータとつながってLLMの知識を拡張しよう／「Microsoft Learn MCP Server」からマイクロソフト公式情報を取得してみた - ローカルAIの杜 https://forest.watch.impress.co.jp/docs...
You built an API. You tested it. You bolted an MCP server on and tested that too.Then you hand it to an agent, and every...
You built an API. You tested it. You bolted an MCP server on and tested that too.Then you hand it to an agent, and every question that matters starts one inchpast the last assertio...
n8n + MCP: What Happens When AI Can Build Its Own Workflows?
The dangerous moment is not when an AI suggests a workflow. It is when it can activate one. Imagine...
Watch Glenn Reyes's 'MCP-UI and the Future of Interactive Conversations' from Dutch AI Conference #aiconference. Explore...
Watch Glenn Reyes's 'MCP-UI and the Future of Interactive Conversations' from Dutch AI Conference #aiconference. Explore practical AI insights and catch the full recording on our w...
Umbrel announces umbrelOS 2.0 with Photos, new iOS app, MCP server, and wider GPU support
Umbrel has announced umbrelOS 2.0, its biggest update yet, with a full release scheduled for September 22 and a public beta rolling out now. Existing users can join by updating to ...
Building out an MCP server for @mobilebuilds and blasting Paramore over the HomePod OG's. Ain't it Fun. #iOSDev #macOSDe...
Building out an MCP server for @mobilebuilds and blasting Paramore over the HomePod OG's. Ain't it Fun. #iOSDev #macOSDev #music #ai #ci #buildInPublic https://music.apple.com/au/a...
Let's Share Sessions. And MCP.
Shared AI sessions make a ton of sense. We already do a janky version of this today. I talk through...
🚀 Fastest-growing AI projects today1. The standout project thweek duty1g/x64dbg-mcp-server, which has seen an impressive...
🚀 Fastest-growing AI projects today1. The standout project thweek duty1g/x64dbg-mcp-server, which has seen an impressive surg...2. duty1g/x64dbg-mcp-server a native MCP plugin for ...
ゲッティ、一筋縄ではいきませんよ[ITmedia ビジネスオンライン] Anthropic初のフィジカルAI「成功率99％」 MCPに次ぐ「ラボ自動化」規格MHSの衝撃 https://www.itmedia.co.jp/business/...
ゲッティ、一筋縄ではいきませんよ[ITmedia ビジネスオンライン] Anthropic初のフィジカルAI「成功率99％」 MCPに次ぐ「ラボ自動化」規格MHSの衝撃 https://www.itmedia.co.jp/business/articles/2609/04/news022.html#Apple #LLM #news #bot
https://github.com/0xK3vin/MegaMemory - Persistent project knowledge stored in a graph. It's an #MCP server and #LLM plu...
https://github.com/0xK3vin/MegaMemory - Persistent project knowledge stored in a graph. It's an #MCP server and #LLM plugin.
I Published 3 MCP Servers in One Day. Here's What Actually Broke.
I had three MCP servers sitting in private repos — one for App Store Connect, one for Google Play...
OpenProject 17.8 expands previously introduced MCP server to create & manage work packages
OpenProject 17.8 is now available as the latest release of the open source project management software. The update extends the Model Context Protocol (MCP) server introduced in Ope...