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Review Developer: TestSprite MCP Server — Pengalaman Nyata Testing Proyek React + Catatan Locale Handling (Bahasa Indonesia) Saya menguji TestSprite MCP Server langsung pada proyek e-commerce React TypeScript yang saya kerjakan. Ini review jujur dari perspektif developer Indonesia, termasuk catatan
Review Developer: TestSprite MCP Server — Pengalaman Nyata Testing Proyek React + Catatan Locale Handling (Bahasa Indonesia) Saya menguji TestSprite MCP Server langsung pada proyek e-commerce React TypeScript yang saya kerjakan. Ini review jujur dari perspektif developer Indonesia, termasuk catatan
MCP feels easy until it isn't. The first time you wire up a stdio server and call a tool from a Claude Agent SDK loop, the whole thing fits on a slide. Then you put it in front of customer codebases, customer GitHub credentials, customer build containers, and the sharp edges show up in places the sp
Model Context Protocol (MCP) has become the standard way to expose tools to AI agents. With Azure Logic Apps, you can create and run multiple MCP servers and let an agent consume them together — cleanly and modularly. In this post, we'll build: A Basic Arithmetic MCP server An Extended Arithmetic MC
Anthropic created the Model Context Protocol as the open standard for AI agent-to-tool communication. OpenAI adopted it in March 2025. Google DeepMind followed. Anthropic donated MCP to the Linux Foundation in December 2025. Downloads crossed 150 million. Then four researchers at OX Security found a
DBmaestro has launched an MCP server that connects AI agents and enterprise copilots to its database DevOps platform, allowing teams to issue natural language commands that trigger real, governed platform workflows. The MCP server, announced on 7 April 2026, allows DBAs to expose DBmaestro's release
Building an MCP Server in Spring Boot (Step by Step) In the previous post, I explained what MCP is and why it matters. Now let's build one. I'll take my payment-service, a regular Spring Boot app with PostgreSQL and Kafka, and add an MCP server to it in about 30 minutes. By the end, the service will
If you're building an MCP server, sooner or later someone is going to ask: how does authentication work? The MCP spec leaves this open. Most early servers shipped with no auth at all, or a hardcoded API key in an environment variable. That's fine for local Claude Desktop use. It falls apart the mome
MCP stands for Model Context Protocol. An MCP server is a lightweight process that exposes tools, resources, and data to an AI agent — giving it the ability to interact with the outside world. Without MCP, an AI model lives inside a conversation. It can read what you type and respond. That's it. Wit
Cyber investigations platform provider Command Zero Inc. today released a set of application programming interface endpoints and a Model Context Protocol server for its autonomous security operations center platform that allows customers to drive threat hunts, investigations and remediation programm
I had 200+ CDN properties in Akamai and an agent that couldn't find any of them. Akamai's Property Manager API lists properties by group and contract, but there's no fuzzy search endpoint. If the agent doesn't know the exact property name or ID, it's stuck. The conversation dead-ends with "I couldn'
SAS has spent 50 years building analytics and decisioning software for regulated industries like banks, insurers, government agencies, and manufacturers. The post SAS opens its analytics engine to Claude, Copilot and any AI agent with Viya MCP Server appeared first on The New Stack.
At Google Cloud Next ‘26, we announced that more than 50 Google-managed Model Context Protocol (MCP) servers are generally available or in preview, with more on the way. Why it matters: To move beyond experimental prototypes, AI agents must be able to access real-world data and solve complex problem
Most Odoo MCP integrations I came across follow the same pattern: a separate Python process running on your machine (or in a Docker container), talking to Odoo over XML-RPC or JSON-RPC from the outside. It works, but you end up with credentials in env files, a second thing to deploy and keep alive,
If you're building with the Model Context Protocol (MCP), you already know the pain. You write a server. You wire it up to Claude, Cursor, or your own agent. And then... you spend the next 3 hours running curl commands, squinting at raw JSON-RPC payloads, and guessing why your tool schema isn't bein
The Model Context Protocol (MCP) standard is becoming the default way to expose tools to LLMs in 2026. Anthropic, OpenAI, and every major editor vendor — Cursor, Cline, Continue, Windsurf — now ship with MCP support. If you have any API or scraper, MCP-ifying it is a free distribution channel into e
The MCP ecosystem is moving fast enough that a server shipping today is already competing with dozens that shipped last week. But most indie builders have no distribution infrastructure — one Reddit post, maybe a Dev.to article, then silence while the project quietly rots. I built marketing-pipeline
The Model Context Protocol (MCP) is gaining traction as the standard way to connect language models to external systems. And the first instinct of most engineers who already have a REST API is entirely predictable: wrap it. One tool per endpoint, one parameter per query string, done in an afternoon.
The Model Context Protocol (MCP) went from "Anthropic side project" to industry standard in eighteen months. As of March 2026, MCP SDKs are pulling 97 million monthly downloads. Every serious agent framework — Claude, Cursor, OpenAI Agents SDK, Microsoft Agent Framework — speaks MCP natively. If you
MCPNest v1.11 | April 2026 The MCP ecosystem has a governance problem. Developers are installing MCP servers directly into Claude Desktop and Cursor — GitHub integrations, database connectors, web scrapers, API wrappers. The tools are good. The problem is that nobody in IT knows which ones are runni
