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Model Context Protocol

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  • The Cost of a Hop: Benchmarking NLIP and A2A

    Autonomous agents built on Large Language Models (LLMs) need standardized protocols to interoperate across systems. Several now exist (A2A, MCP, ACP, ANP, NLIP), but the Natural Language Interaction Protocol (NLIP) has not appeared in any controlled performance study, and no work has measured where…

    arXiv - cs.AI2 min read
  • What is Codemode

    More than a year ago I wrote a few posts here that recommended people not to load custom tools into their context (or MCP servers) but to just use more scripts. Most importantly I wrote that Code Is All You Need and I wrote about that MCP needs code.

    Lobsters13 min read
  • Claude Code tried to dump your Kubernetes secret

    Claude Code tried kubectl get secret db-credentials -o yaml. HOL Guard paused the Secret read. Allow just this once or Keep blocked, and how to test it.

    HCS (Hashgraph Consensus Service) Blog3 min read
  • AI-Powered SSH Terminals: How They Work (2026)

    We tested 7 AI terminal assistants for servers. See how they turn plain English into shell commands and which tool fits your server management workflow.

    CtrlOps Blog17 min read
  • News for Luma MCP

    <h3>0.1.0</h3> <ul> <li>Initial release</li> <li>MCP server integration with JetBrains AI Assistant</li> <li>STDIO and HTTP transport modes</li> <li>Settings UI for API token management</li> <li>One-click MCP config copy</li> </ul>

    CodeSpotlight Blog1 min read
  • News for Midjourney MCP

    <h3>0.1.0</h3> <ul> <li>Initial release</li> <li>MCP server integration with JetBrains AI Assistant</li> <li>STDIO and HTTP transport modes</li> <li>Settings UI for API token management</li> <li>One-click MCP config copy</li> </ul>

    CodeSpotlight Blog1 min read
  • News for Flux MCP

    <h3>0.1.0</h3> <ul> <li>Initial release</li> <li>MCP server integration with JetBrains AI Assistant</li> <li>STDIO and HTTP transport modes</li> <li>Settings UI for API token management</li> <li>One-click MCP config copy</li> </ul>

    CodeSpotlight Blog1 min read
  • News for Serp MCP

    <h3>0.1.0</h3> <ul> <li>Initial release</li> <li>MCP server integration with JetBrains AI Assistant</li> <li>STDIO and HTTP transport modes</li> <li>Settings UI for API token management</li> <li>One-click MCP config copy</li> </ul>

    CodeSpotlight Blog1 min read

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