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Türkçe(TR) Model Context Protocol (MCP) Artık Stateless: Yeni Güncelleme Neleri Değiştiriyor?

Model Context Protocol goes stateless for scalable AI infrastructure

The Model Context Protocol (MCP), an open JSON-RPC 2.0 specification introduced by Anthropic, has undergone a significant evolution to become stateless. This change removes server-side session requirements, simplifying load balancing, improving autoscaling, and enhancing the overall reliability and fault tolerance of AI infrastructure. MCP acts as a standardized interface, akin to "USB-C for AI," enabling various AI agents and clients to seamlessly interact with external systems, tools, and data without bespoke integrations. Governance of the protocol has moved to the Linux Foundation's Agentic AI Foundation, with a new specification set to finalize in late July 2026. AI

IMPACT Simplifies AI agent integration and deployment, accelerating the adoption of scalable, cloud-native AI applications.

RANK_REASON The Model Context Protocol (MCP) has undergone a significant stateless evolution, impacting AI infrastructure scalability and standardization.

Read on Medium — MCP tag →

AI-generated summary · Google Gemini · from 11 sources. How we write summaries →

Model Context Protocol goes stateless for scalable AI infrastructure

COVERAGE [11]

  1. Medium — Claude tag TIER_1 English(EN) · Meet2sudhakar ·

    Model Context Protocol with Spring AI: A Beginner-Friendly Walkthrough

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@meet2sudhakar/model-context-protocol-with-spring-ai-a-beginner-friendly-walkthrough-f593892f75f8?source=rss------claude-5"><img src="https://cdn-images-1.medium.com/max/1314/1*m7If0kb4ka_Lw7_d…

  2. Medium — AI coding tag TIER_1 English(EN) · Stackfinderai ·

    What Is Model Context Protocol (MCP)? The USB Standard for AI

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@stackfinderai04/what-is-model-context-protocol-mcp-the-usb-standard-for-ai-00240b679922?source=rss------ai_coding-5"><img src="https://cdn-images-1.medium.com/max/618/1*Cu5lvamB-33QazyDfubzjw.…

  3. Medium — MCP tag TIER_1 English(EN) · Ram N ·

    Build Your First AI Project with MCP Tools: A Beginner’s Guide to Model Context Protocol

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@nramram4321/build-your-first-ai-project-with-mcp-tools-a-beginners-guide-to-model-context-protocol-0b19c4f4e59d?source=rss------mcp-5"><img src="https://cdn-images-1.medium.com/max/1376/1*JxFI…

  4. Medium — MCP tag TIER_1 English(EN) · Avanthika N K ·

    Model Context Protocol Explained: Why MCP Is the Most Important Thing Happening in AI Right Now

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/codetodeploy/model-context-protocol-explained-why-mcp-is-the-most-important-thing-happening-in-ai-right-now-d772f92d40e6?source=rss------mcp-5"><img src="https://cdn-images-1.medium.com/max/137…

  5. Mastodon — sigmoid.social TIER_1 English(EN) · [email protected] ·

    MCP is going stateless and that’s a big win for scalable AI infrastructure. The latest evolution of the Model Context Protocol (MCP) removes server-side session

    MCP is going stateless and that’s a big win for scalable AI infrastructure. The latest evolution of the Model Context Protocol (MCP) removes server-side sessions and handshake requirements, making it significantly easier to build cloud-native, horizontally scalable AI application…

  6. dev.to — MCP tag TIER_1 English(EN) · Rahul J ·

    What is MCP (Model Context Protocol)? Complete 2026 Guide

    <h1> What is MCP (Model Context Protocol)? Complete 2026 Guide </h1> <p><strong>TL;DR</strong> — Model Context Protocol (MCP) is an open JSON-RPC 2.0 specification, introduced by Anthropic in late 2024, that lets AI agents talk to external systems — file systems, databases, APIs,…

  7. dev.to — MCP tag TIER_1 English(EN) · Ramesh Kumar Ramu ·

    What Is Model Context Protocol (MCP)?

    <p>The Model Context Protocol is an open standard, introduced by Anthropic in November 2024, for connecting AI models to the tools, data, and systems they need to be useful. The easiest way to understand it is through the metaphor most people in the space now reach for: MCP is "U…

  8. Medium — MCP tag TIER_1 English(EN) · Dreamwalker(박제창) ·

    Model Context Protocol (MCP) July 28 Spec Overhaul: The End of Stateful Sessions & Completion of…

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@aristojeff/model-context-protocol-mcp-july-28-spec-overhaul-the-end-of-stateful-sessions-completion-of-9fd888a45a51?source=rss------mcp-5"><img src="https://cdn-images-1.medium.com/max/2600/0*…

  9. Medium — MCP tag TIER_1 한국어(KO) · Dreamwalker(박제창) ·

    Model Context Protocol (MCP) July 28th Spec Overhaul Summary: Abolition of Stateful Sessions and Completion of Stateless Architecture

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@aristojeff/model-context-protocol-mcp-7%EC%9B%94-28%EC%9D%BC-%EC%8A%A4%ED%8E%99-%EB%8C%80%EA%B0%9C%ED%8E%B8-%EC%B4%9D%EC%A0%95%EB%A6%AC-stateful-%EC%84%B8%EC%85%98%EC%9D%98-%ED%8F%90%EC%A7%80%…

  10. Medium — MCP tag TIER_1 Türkçe(TR) · Umut Şahin ·

    Model Context Protocol (MCP) is Now Stateless: What Does the New Update Change?

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@umutsahinn1/model-context-protocol-mcp-art%C4%B1k-stateless-yeni-g%C3%BCncelleme-neleri-de%C4%9Fi%C5%9Ftiriyor-6b1017b955c5?source=rss------mcp-5"><img src="https://cdn-images-1.medium.com/max…

  11. Mastodon — mastodon.social TIER_1 English(EN) · fast2future ·

    MCP Just Left Beta — Quietly, But For Real The Model Context Protocol's 2026-07-28 specification is now the official current version. Here's what actually chang

    MCP Just Left Beta — Quietly, But For Real The Model Context Protocol's 2026-07-28 specification is now the official current version. Here's what actually changed, and why the way it shipped is the more interesting story. https:// fast2future.com/articles/mcp-j ust-left-beta-quie…