gsa

Model Context Protocol Server and AI Agent Government Hackathon

Explore new technologies to help expand the usefulness of AI for government services! Scope: Exploration within sandbox environments and only with government data that are already publicly available.

【開発工数90%削減】API連携の泥沼から永久脱出！Claude Code × FastMCPで作る「Notion / Slack / DB自律同期」社内エージェント構築全書

はじめに：API連携コードの泥沼から脱出し、MCPによる標準化へ なぜ今、個別のAPIスクリプト開発は「オワコン」となったのか？ LLM（大規模言語モデル）を業務システムに組み込む際、かつて主流だった「LangChainやLlamaIndexを使って ...

[Eliminate 3,800 Hours of Waste Annually] The Ultra-Practical Guide to Building 'Custom MCP Servers' to Securely Connect Claude Code and Cursor to Internal Data: A Roadmap to ...

Hello, this is Takumi.The history of AI coding is currently being rewritten.The speed of evolution for 'autonomous AI agents' like Claude Code, Cursor, and Google's Antigravity is staggering. The ...
NetEye Blog

MCP or CLI? Pros, Cons, and the Real Limits with Local Models

One MCP server for the filesystem, one for Git, one for Jira, one for the database, one for Icinga, one for the browser, one for email… and before long you find yourself with ten or fifteen servers ...
blog.csdn

MCP协议技术解析与Python代码实现：基于JSON-RPC 2.0的双向转换实践与TaoToken配置

用Python实现MCP协议服务端，通过JSON-RPC 2.0完成工具调用与双向转换，并接入TaoToken统一API通道。 文中给出server.py与client.py可复制骨架、settings.json配置示例及MCP Inspector验证方法，帮助开发者快速跑通本地工具接入AI工作流。
marktechpost

Agent Harness vs Agent Framework vs MCP: Which Layer Owns the Loop, State, Tools, Permissions, and Recovery

The table maps each responsibility to the layer that owns it by default. “Owns” means the layer defines and enforces the behavior. “Exposes” means the layer surfaces a hook but does not decide policy.
51CTO

为什么越来越多人用gRPC？

回到最初的问题：为什么越来越多人用gRPC？答案其实不复杂——因为它用HTTP/2解决了HTTP/1.1的并发瓶颈，用Protobuf解决了JSON的 ...
eu.36kr

Shocking, OpenAI has fully open-sourced Codex Harness

The moat of AI programming has been dismantled by our own hands. Just yesterday, OpenAI rolled out another major upgrade. This is not a brand new model release, but its impact on developers even ...
InfoQ

MCP Goes Stateless, and Developers Ask Whether That Just Makes it an API Again

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...
GitHub

MCP (Model Context Protocol): A Guided Deep Dive

A hands-on playground for learning the Model Context Protocol from the ground up. It's the open standard for handing an LLM tools, data, and prompts from a separate process. You'll build MCP servers, ...
securityaffairs

New Russian Campaign Uses Fake Webex and Zoom Installers to Deploy Starland RAT

Russian-speaking UAT-11795 spreads trojanized Zoom, Webex, and MobaXterm installers to deliver Starland RAT and the WLDR memory-only implant. Cisco Talos researchers published a detailed technical ...
KDnuggets

Building Local AI Systems: Qwen3.6 + MCPs

Every developer building with local AI hits the same wall eventually. The model works. It reasons well, writes solid code, and answers complex questions. But it cannot do everything. It cannot query ...