protocol

"MCP (Model Context Protocol) is an open standard formulated by Anthropic, a specification for LLMs to connect to external tools and data."

"I initially understood MCP simply as 'a common interface for calling tools,' but upon implementing it, it became clear that in reality, there are also implementation responsibilities for each capability on the client side."

"Atlassian is rolling out Remix, a visual AI tool in open beta that transforms Confluence pages into charts, infographics, and scorecards without requiring users to open another application, alongside three partner agents built on the Model Context Protocol."

"We have built 17 MCP servers, including DB Graph, currently in operation internally. Spanning DB, infrastructure, documents, project management, Observability, CI/CD, and even code modification and deployment by non-engineers, we have reached a state where AI can operate across a very wide range of internal business domains."

"MCP is designed as a 'common standard' to solve the problem where AI agents previously needed to write individual adapters for each service when accessing external services like Slack, Google Drive, and PostgreSQL."

"Attie is a natural-language agent built on the AT Protocol. Its promise is that a user can describe the kind of feed they want, and the system builds it."

"The point is to fully analyze the JSONL event stream output by Codex CLI and convert tool calls, file operations, and errors into a structured report."

""The fragmentation of the supernode interconnect protocol ecosystem is becoming the core bottleneck restricting its large-scale deployment.""

"The proposed gateway architecture comprises four layers: Protocol Transformation, Security Control, Business Logic Control, and Audit/Log Management."

"Build your feed by just talking to it"

"It’s currently invite-only, with a waitlist open."

"MCP is a protocol for connecting LLMs with external tools."

"Bluesky's CEO talks about their new app, Attie, an agentic social app built on Bluesky's AT Protocol, which uses Claude and enables users to build custom feeds."

"A2A (Agent-to-Agent) is a protocol that allows AI agents to work together by dividing tasks and exchanging results."

"All major providers including OpenAI, Google, and xAI have completed MCP support and have donated it to the Agentic AI Foundation under the Linux Foundation."

"This article will organize the concrete application patterns in LLM application development, focusing on TypedDict, Protocol, TypeGuard, and Literal."

"I've been trying to understand MCP and I got the basic idea. Instead of every AI agent custom integrations integrations for GitHub, AWS etc you have one standard protocol. Makes sense."

""They've BUILT OpenClaw.""

"OpenAI announced a new protocol called the Agentic Commerce Protocol, which allows e-commerce platforms to directly connect their product inventories to the ChatGPT interface, so that users can select products and place orders directly within the dialogue."

"The core technology is a self-developed underlying transmission protocol, which is 2-10 times faster than Google's QUIC protocol, and the latest tests even reach more than ten times."

"ChatGPT introduces richer, visually immersive shopping powered by the Agentic Commerce Protocol, enabling product discovery, side-by-side comparisons, and merchant integration."

"This article criticizes the design order of 'pre-training + post-safety', which is widely used now, from the perspective of a childcare worker and a meditation practitioner."

"At the time of February 2026, the SDK download count for MCP is said to have exceeded 97 million times per month (Python and TypeScript combined, based on npm/PyPI statistics)."

"MCP is an interface for AI to understand context while manipulating tools."

"MCP (Model Context Protocol) is an open protocol born to break down this wall. If you explain MCP in one word, it's an 'international airport' that connects AI and external tools."

"AI is the command center of the attack, and it will be executed as a coordinated multi-vector campaign."

"In short, it's like a USB-C for AI agents."

"UCP (Universal Commerce Protocol) is an open-source protocol developed collaboratively by Google, Shopify, Etsy, Walmart, Target, Wayfair and other industry leaders."

"When APIs are already available then why do we need MCP?"

"MCPを一言で言うと、「AIと外部ツール・データをつなぐ共通規格」です。"