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What Is the Model Context Protocol (MCP)?

Model Context Protocol (MCP)는 AI 애플리케이션과 외부 시스템을 연결하는 오픈소스 표준 프로토콜입니다. 이를 통해 Claude, ChatGPT 같은 AI가 로컬 파일, 데이터베이스, 검색 엔진, 계산기 등 다양한 데이터 소스와 도구에 접근할 수 있어 기능 확장과 작업 수행이 가능해집니다. MCP는 개발자에게 개발 시간과 복잡도를 줄여주고, AI 애플리케이션은 더 풍부한 생태계와 연동되어 사용자 경험을 향상시킵니다. Visual Studio Code, Cursor, MCPJam 등 다양한 클라이언트와 서버가 MCP를 지원해 범용적 활용이 가능합니다.

https://modelcontextprotocol.io/docs/getting-started/intro

#modelcontextprotocol #aiintegration #openprotocol #aidevelopment #agents

What is the Model Context Protocol (MCP)? - Model Context Protocol

Model Context Protocol

OpenAI (@OpenAI)

AMD, Broadcom, Intel, Microsoft, NVIDIA와 함께 대규모 AI 학습 클러스터의 속도와 안정성을 높이는 새로운 오픈 네트워킹 프로토콜 MRC(Multipath Reliable Connection)를 공개했다. GPU 유휴 시간을 줄여 더 효율적인 분산 학습을 지원하는 점이 핵심이다.

https://x.com/OpenAI/status/2052025532485902368

#ai #networking #training #openprotocol #nvidia

OpenAI (@OpenAI) on X

We’ve partnered with @AMD, @Broadcom, @Intel, @Microsoft, and @NVIDIA, to release Multipath Reliable Connection (MRC), a new open networking protocol that helps large AI training clusters run faster and more reliably, with less wasted GPU time. https://t.co/AiV952AJXs

X (formerly Twitter)

MIF - My Ideal Forum. Part 2.

I connected with Arthur (@radarsu), a dev building a data-sovereignty protocol without blockchains. We moved from Discord to Matrix and had a great talk.

His vision: a "Personal CMS" – desktop app with email client, storage for notes/passwords/photos, and a publishing platform to cross-post to socials. All decentralized: your data stays with you, you grant permissions per app, no more cookie pop-ups, no lock-in. User verification via 3D face hash (like realeyes.ai) – anonymous but bot-proof.

Meanwhile, my tiny team shaped our MIF first steps: spin up different forum sites, sync them via DB converters, fill with useful content from parsers (ethically). Maximum "collective farm" decentralization for starters. Later – selective sync so each node stores only what its users want. Need experts for the final DB schema.

Day well spent. 🛠️

Full text of the article - https://write.as/tfe43wde4kf8l.md
#DataSovereignty #DecentralizedWeb #OpenProtocol #Enshittification #web3

MIF - My Ideal Forum. Part 2.

Let's continue. This is the second part—all the context and reasoning are in the previous part and articles. Just to recap: last time I wrote about getting in touc...

Write.as
🌀 Misskey 帳戶遷移實際會遷移哪些資料? / What data is actually migrated during Misskey account migration? / Misskey のアカウント移行ではどのデータが移行されますか?



🇹🇼 中文 / Chinese (Traditional)
最近在研究 Misskey 的「帳戶遷移」功能,想更清楚了解它實際會遷移哪些資料。

目前看起來它會轉移「追隨與被追隨」的關係,但我不確定是否也包含:
• 使用者頭像、橫幅與簡介
• 貼文、圖片與附件
• 使用者設定與偏好

另外,如果兩台伺服器之間的聯邦協議(ActivityPub)通訊正常,是否代表遷移時能自動同步所有可用資料?

我想確認 Misskey 的帳戶遷移到底是偏向「社交關係導向」(像 ActivityPub 的 Move 活動),還是能完整搬移內容與媒體的「資料轉移」。
如果有開發者或懂協議的朋友能說明一下,會很感謝
🙏



🇬🇧 English
I’m trying to understand how Misskey account migration actually works.

From what I’ve seen, it seems to transfer followers and following, but I’m not sure if it also includes:
• Profile info (avatar, header, bio)
• Posts, images, attachments
• User settings or preferences

If both instances communicate properly over ActivityPub, does migration automatically sync all available data?

I’d like to know if Misskey’s migration is more like a “social relationship redirection” (similar to ActivityPub’s Move), or a full “data transfer” including posts and media.
Any insights from developers or experienced admins would be appreciated
🙌



🇯🇵 日本語 / Japanese
最近、Misskey の アカウント移行 機能について調べています。
実際にどのデータが移行されるのか、もう少し詳しく知りたいです。

現時点では、フォロー/フォロワー関係は引き継がれるようですが、
次の項目も含まれるのでしょうか?
• プロフィール情報(アイコン、ヘッダー、自己紹介)
• 投稿・画像・添付ファイル
• ユーザー設定や環境設定

また、サーバー間の ActivityPub 通信が正常な場合、自動でデータ同期が行われるのでしょうか?

Misskey のアカウント移行は ActivityPub の Move のような「ソーシャル関係の移動」なのか、
それともユーザーコンテンツを含む「完全なデータ転送」に近いのか、
開発者や詳しい方の意見をお聞きしたいです
🙏


#Misskey #帳戶遷移 #アカウント移行
#ActivityPub #聯邦宇宙 #フェディバース
#Fediverse #DecentralizedSocial #分散型SNS
#AccountMigration #資料同步 #データ移行
#MisskeyDev #技術討論 #技術交流 #技術的議論
#SelfHost #OpenProtocol #オープンプロトコル
#FediverseTech #MisskeyCommunity #Misskey開発

x402 - Payment Required

x402 is the internet's payment standard for agentic payments at scale.

#Google launched the #AgentPaymentsProtocol (#AP2), an #openprotocol to securely initiate and transact agent-led payments across platforms. AP2 uses Mandates, cryptographically signed digital contracts, to verify #userauthorisation and ensure #accountability for #agentactions. https://www.zdnet.com/article/googles-new-open-protocol-secures-ai-agent-transactions-and-60-companies-already-support-it/?eicker.news #tech #media #news
Google's new open protocol secures AI agent transactions - and 60 companies already support it

The Agent Payments Protocol aims to help consumers and businesses finally trust AI-enabled payments.

ZDNET
🤔 Ah, behold the 'MCP Specification,' a sprawling labyrinth of buzzwords and acronyms promising to revolutionize the world with yet another "open protocol" nobody asked for. 🚀 Did someone say "standardized way"? Because obviously, the tech world hasn't seen enough of those. 🙄 Expect all the excitement of a tax code, but with SDKs!
https://modelcontextprotocol.io/specification/2025-06-18 #MCPSpecification #openprotocol #techbuzzwords #SDKs #standardization #HackerNews #ngated
Specification - Model Context Protocol

Model Context Protocol

Not an endorsement. Just something I encountered:

DEMU - an open protocol for royalty payouts and other financial services for the music industry. When app developers build a music streaming platform on top of the protocol, anyone who has a right to royalties from a song will receive an automatic payout to their personal wallet anytime that song is played. This is done through embedding and tracking the song’s metadata.

https://www.demu.pro/#protocol
#royalties #OpenProtocol #demu

Demu - Music Rights Protocol

DEMU Streamlines Music Licensing & Distribution with Automatic Royalty Payments.

Not an endorsement. Just something I encountered:

DEMU - an open protocol for royalty payouts and other financial services for the music industry. When app developers build a music streaming platform on top of the protocol, anyone who has a right to royalties from a song will receive an automatic payout to their personal wallet anytime that song is played. This is done through embedding and tracking the song’s metadata.

https://www.demu.pro/#protocol
#royalties #OpenProtocol #demu

Demu - Music Rights Protocol

DEMU Streamlines Music Licensing & Distribution with Automatic Royalty Payments.