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DMDaisuke Masudadaisuke.masuda.tokyo3h ago · 19 min read

Where Is JetBrains AI Heading?

AI coding tools are usually compared as if they were interchangeable chat boxes: Which model scores higher? Which agent edits more files? Which subscription is cheaper? JetBrains appears to be asking

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COChinedu Otutufreecodecamp.org1d ago · 27 min read

How to Build a Scholarship Research MCP Server with Node.js, Express, and MongoDB

Scholarship hunting is a research job, not a single search box. You filter awards by field, GPA, citizenship, and deadline. You keep a shortlist. You write notes about essays and recommenders. Then yo

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MMikuzmikuz.hashnode.dev6d ago · 8 min read

Standardizing Spatial Intelligence with the Model Context Protocol

Modern applications increasingly rely on location-based data for critical operations, from optimizing delivery routes to managing city-scale infrastructure projects. The emerging challenge is enabling

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MMikuzmikuz.hashnode.devAug 29 · 8 min read

Model Context Protocol (MCP): The Future of AI Agent Integrations

Artificial intelligence agents are evolving beyond conversational interfaces into essential components of enterprise operations. To function effectively in business environments, these agents require

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CCapeStartcstechnologyblog.hashnode.devAug 13 · 10 min read

How MCP Architecture Scales AI Systems: Sampling & Roots Explained

Evolution of Model Context Protocol AI Architecture Most AI applications follow a familiar pattern: You call a model, it generates a response, and then the process repeats. This approach works well f

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KNKartik N V J Kkartiknvjk.hashnode.devAug 11 · 9 min read

How I evaluate MCP servers for security before I trust them

Here is the attack that changed how I think about MCP servers. A server I had never audited publishes a tool called support_lookup. The description reads normally for a paragraph, and then near the en

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YNYlyas Nurmuhammedovmcp-privilege-profiler.hashnode.devAug 10 · 11 min read

MCP Security: Building Least-Privilege Access for AI Agents

AI agents become much more useful when they can interact with the outside world. They can read files, query APIs, interact with databases, call security platforms, modify repositories, and execute ope

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SstotyManmcp-radar.hashnode.devAug 1 · 5 min read

A Reproducible MCP Server Evaluation Log (with Template)

An MCP server evaluation should produce more than a yes/no decision. It should leave a record that another developer can repeat: what was tested, which version was used, what access was granted, what

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SMShams Mukhtarshamsmukhtar.hashnode.devJul 29 · 22 min read

From Custom APIs to MCP: How AI Finally Found a Common Language for Tools, Data, and Enterprise Systems

For decades, software architects have solved integration problems through APIs, messaging systems, middleware, service buses, SDKs, adapters, plugins, and increasingly sophisticated orchestration plat

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IPIpseeta Priyadarshinihashnode.comJul 28 · 9 min read

MCP is going stateless, and the upgrade breaks in both directions

tldr: MCP revision 2026-07-28 removes protocol-level sessions, the initialize handshake, the GET stream endpoint, and SSE resumability, and starts a twelve-month deprecation clock on Roots, Sampling,

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#model-context-protocol

Explore Hashnode

Trending tags this week

Where Is JetBrains AI Heading?

How to Build a Scholarship Research MCP Server with Node.js, Express, and MongoDB

Standardizing Spatial Intelligence with the Model Context Protocol

Model Context Protocol (MCP): The Future of AI Agent Integrations

How MCP Architecture Scales AI Systems: Sampling & Roots Explained

How I evaluate MCP servers for security before I trust them

MCP Security: Building Least-Privilege Access for AI Agents

A Reproducible MCP Server Evaluation Log (with Template)

From Custom APIs to MCP: How AI Finally Found a Common Language for Tools, Data, and Enterprise Systems

MCP is going stateless, and the upgrade breaks in both directions