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Search results for: mcp

MCP Linux Foundation: A Historic Milestone for AI

MCP Linux Foundation: A New Era for Agentic AI In a move that marks a pivotal moment for the AI industry,...
Collabnix Team
4 min read

Claude Desktop Extensions: Building Custom MCP Servers Guide

Learn to build custom MCP servers for Claude Desktop. Complete guide with Python examples, Docker integration, security best practices, and troubleshooting...
Collabnix Team
5 min read

Building Autonomous Systems with Docker and MCP: A Complete Guide

Learn to build autonomous systems using Docker and Model Context Protocol (MCP). Includes practical examples, YAML configs, and production best practices.
Collabnix Team
6 min read

Top 5 MCP Servers Every Developer Must Be Aware Of

TL;DR – Install These 5 Containerized MCP Servers Today This blog was originally published here Stop wasting time with complex environment...
Ajeet Raina
15 min read

Building AI Coding Assistants with Claude and MCP: A Complete Guide

Learn to build production-ready AI coding assistants using Claude and Model Context Protocol (MCP). Includes code examples, Docker configs, and best...
Collabnix Team
6 min read

MCP Security Best Practices 2025

Master MCP security with our 2025 guide. Learn authentication, encryption, monitoring & compliance best practices to protect your Model Context Protocol...
Collabnix Team
3 min read

Production-Ready LLM Infrastructure: Deploying Ollama on Kubernetes with Anthropic MCP Best Practices

Complete guide to deploying Ollama on Kubernetes with Anthropic MCP integration. Learn production best practices, security, scaling, and monitoring for enterprise...
Collabnix Team
7 min read

MCP Inspector: The Ultimate Developer Tool for Debugging Model Context Protocol Servers

What is MCP Inspector? Your Gateway to Seamless MCP Development MCP Inspector is a powerful development and debugging tool that comes...
Collabnix Team
5 min read

Building Secure Remote MCP Servers: A Complete Guide

Learn how to build production-ready MCP servers with OAuth 2.1 security, Kubernetes scaling, and enterprise-grade observability. Complete guide with code examples...
Collabnix Team
15 min read

MCP Server Tutorial: Build with TypeScript from Scratch

MCP Server Tutorial: Build with TypeScript from Scratch Building a Model Context Protocol (MCP) server with TypeScript has become increasingly important...
Collabnix Team
12 min read

What is Agentic AI? A Deep Dive into MCP and the Modern Agent Ecosystem

The artificial intelligence landscape is undergoing a fundamental transformation. While traditional AI systems excel at responding to prompts and generating content,...
Collabnix Team
6 min read

AWS MCP Servers: Revolutionizing AI-Powered Cloud Development with the Model Context Protocol

The landscape of AI-assisted development is evolving rapidly, and AWS Labs has introduced a game-changing suite of specialized MCP servers that...
Avinash Bendigeri
4 min read

Before and After MCP: The Evolution of AI Tool Integration

This past weekend, I presented a talk titled “How Docker is revolutionizing the MCP Landscape,” which garnered positive feedback from attendees....
Collabnix Team
5 min read

How to Build Your First MCP Server in Python

The Model Context Protocol (MCP) is an open standard designed to help AI systems maintain context throughout a conversation. It provides...
Collabnix Team
5 min read

5 Minutes to Kubernetes MCP Server using Docker MCP Tookit

Have you ever wished you could manage your Kubernetes clusters more easily without switching between multiple tools and terminals? Imagine managing...
Ajeet Raina
4 min read

Top 10 Interesting MCP Servers You Should Know About in 2025

Model Control Protocol (MCP) servers represent a significant advancement in the world of AI and Large Language Models (LLMs). These specialized...
Collabnix Team
3 min read

Kubernetes MCP Server: Step by Step Guide

Understanding the Kubernetes MCP Server Setup In today’s cloud-native world, managing Kubernetes clusters efficiently is crucial for DevOps professionals and platform...
Collabnix Team
4 min read

The New MCP Authorization Specification: Simplifying AI Security Through Standardization

In the rapidly evolving landscape of AI technology, a significant development recently emerged that might have flown under your radar. On...
Collabnix Team
2 min read

Integration of LangGraph, MCP (Model Context Protocol), and Ollama to create a powerful agentic AI chatbot

Hi guys, let’s dive into the world of building brainy chatbots! You know, the ones that can actually do things and...
Adesoji Alu
8 min read

Solving Scalability and Management Woes: Integrating CrewAI with an MCP Server

Imagine you’ve built a slick AI workflow with CrewAI—say, a team of agents that scrape job postings, craft tailored CVs, and...
Adesoji Alu
5 min read

How to Use MCP in Production: A Practical Guide

Model Context Protocol (MCP) has rapidly evolved from an experimental framework to a production-ready solution for connecting AI models with external...
Collabnix Team
6 min read

Why Use Model Context Protocol (MCP) Instead of Traditional APIs?

In the rapidly evolving landscape of AI integration, developers are constantly seeking more efficient ways to connect large language models (LLMs)...
Collabnix Team
3 min read

WordPress and Model Context Protocol(MCP) – Working Together

As AI assistants like Claude become increasingly sophisticated, the ability to integrate them with our existing platforms and tools becomes more...
Ajeet Raina
3 min read

Mastering MCP Debugging with CLI Tools and jq

As developers, we often rely on Model Context Protocol (MCP) to facilitate powerful AI-based workflows. Although MCP is primarily designed for...
Adesoji Alu
3 min read

How to Build and Host Your Own MCP Servers in Easy Steps?

Introduction The Model Context Protocol (MCP) is revolutionizing how LLMs interact with external data sources and tools. Think of MCP as...
Adesoji Alu
1 min read

Model Context Protocol (MCP): What problem does it solve?

Introduction Large language models (LLMs) like ChatGPT and Claude have revolutionized how we interact with technology, yet they’ve remained confined to...
Adesoji Alu
3 min read

Ask Gordon and Model Context Protocol (MCP) – Working Together

You might wonder “What does Docker Desktop have to do with AI?” The answer lies in Ask Gordon, an innovative AI-powered...
Ajeet Raina
3 min read

GitHub MCP Server, Docker and Claude Desktop

In today’s fast-paced dynamic developmental landscape, managing repositories and performing file operations on GitHub can often become a tedious chore. What...
Collabnix Team
3 min read

Neo4j, Model Context Protocol (MCP) Server and Docker Desktop

In today’s AI landscape, managing interactions between applications and language models can be complex and inconsistent. The Model Context Protocol (MCP)...
Ajeet Raina
3 min read

Snowflake, Model Context Protocol (MCP) Server and Claude Desktop

  TL;DR: We’ll set up and run a Model Context Protocol (MCP) server that communicates with Snowflake to run SQL queries....
Ajeet Raina
3 min read

Postgres MCP Server, Docker and Claude Desktop

Just as USB-C provides a standardized way to connect your devices to various peripherals and accessories, MCP provides a standardized way...
Ajeet Raina
3 min read

What is Model Context Protocol (MCP) and what problem it solves?

Imagine an AI assistant helping a software team debug an issue. GitHub Co-Pilot might suggest fixes based on the code visible...
Ajeet Raina
4 min read

SurrealDB with Docker Compose: A Definitive Guide

A hands-on guide to running the multi-model database with Docker, including the Surrealist GUI Introduction SurrealDB is a next-generation, multi-model database...
Ajeet Raina
4 min read

How to Build a Production RAG System for $5/Month: A Complete Guide to Cost-Effective AI Search

Learn how to build a production-ready RAG (Retrieval-Augmented Generation) system for just $5/month using Cloudflare Workers, Vectorize, and edge computing. Save...
Collabnix Team
5 min read

Agents Are the New Microservices: What 2025 Taught Us About AI Engineering

Understanding AI Engineering in Modern Microservices The AI engineering landscape has undergone a seismic shift in 2025. What started as experimental...
Collabnix Team
5 min read

The Future of Machine Learning and Agentic AI: AI Agents, and What’s Coming Next

Explore the future of AI agents, agentic AI systems, and machine learning from 2025 to 2035. Learn how multi-agent architectures, containerized...
Collabnix Team
8 min read

AI Tools for Kubernetes Operations: Your Complete Guide to Smarter Clusters

The era of intelligent Kubernetes management has arrived. Gone are the days of manually sifting through logs, guessing at resource allocations,...
Collabnix Team
10 min read

Claude Skills: Transform Claude from a General-Purpose AI into a Specialized Expert

Unlock Claude's full potential with modular, reusable Skills that extend capabilities across document creation, data analysis, frontend design, and more
Collabnix Team
6 min read

First Impressions: Google Antigravity – The Search Giant Enters the Agentic IDE Arena

The software development landscape is experiencing a seismic shift. Within the last 24 hours, Google dropped what might be their most...
Tanvir Kour
4 min read

What is Kagent and Why Should DevOps Engineers Care?

In the rapidly evolving landscape of cloud-native infrastructure, Kagent emerges as the first open-source agentic AI framework purpose-built for Kubernetes environments....
Collabnix Team
9 min read

Agentic AI and Security: A Deep Technical Analysis

As Large Language Model (LLM)-based autonomous agents transition from experimental prototypes to production systems, they introduce a paradigm shift in both...
Collabnix Team
10 min read

What is Docker cagent and what problem does it solve?

Discover how Docker's revolutionary cagent framework is transforming AI agent development with simple YAML configurations, multi-agent orchestration, and seamless tool integration.
Collabnix Team
6 min read

5 Agentic AI Threats That Could Cripple Your Business in 2025

Why the shift from traditional AI to autonomous agents is creating a cybersecurity nightmare that 93% of security leaders aren’t prepared...
Collabnix Team
6 min read

Gemini CLI: The Complete Guide to Google’s Revolutionary AI Command Line Interface (2025)

What is Gemini CLI? Your Terminal’s New AI Superpower Gemini CLI is Google’s groundbreaking open-source AI agent that brings the full...
Collabnix Team
7 min read

vCluster: The Complete Guide to Virtual Kubernetes Clusters in 2025

Discover how vCluster revolutionizes Kubernetes multi-tenancy with 99% faster provisioning, massive cost savings, and enterprise-grade isolation
Tanvir Kour
6 min read

Traditional ML or Agentic AI: Which Path Should DevOps Engineers Take?

So you’re thinking about getting into AI. Your manager’s talking about it, your company’s exploring it, and you’re wondering: “Should I...
Collabnix Team
5 min read

Claude API vs OpenAI API 2025: Complete Developer Comparison with Benchmarks & Code Examples

Choosing between Claude API and OpenAI API is one of the most critical decisions developers face when building AI-powered applications in...
Collabnix Team
15 min read

Claude API Integration Guide 2025: Complete Developer Tutorial with Code Examples

The Claude API from Anthropic has become one of the most powerful and reliable AI APIs available to developers in 2025....
Collabnix Team
13 min read

Getting Started with Claude AI Coding Assistant

Getting Started with Claude AI Coding Assistant Imagine having an AI pair programmer that understands your entire codebase, can edit files...
Collabnix Team
9 min read

Docker Model Runner Tutorial: Complete Guide to Deploy AI Models on Linux (2025)

Docker Model Runner Tutorial: Step-by-Step Guide Deploying AI models just got as simple as running Docker containers. Docker Model Runner brings...
Collabnix Team
2 min read

Ollama Guide: Run Large Language Models Locally

Your Ultimate Ollama Guide for Local Language Models Running AI models locally has never been easier. Ollama revolutionizes how developers and AI...
Tanvir Kour
4 min read

GitHub Copilot Setup: A Complete Guide for 2025

VS Code developers using GitHub Copilot are already experiencing the power of AI-assisted development. But what if your AI assistant could...
Collabnix Team
3 min read

Model Context Protocol: Integrate Claude with Discord

As Discord continues to evolve as the primary platform for community building, gaming, and collaboration, the need for intelligent automation and...
Ajeet Raina
4 min read

Testcontainers Tutorial: Docker Model Runner Guide

Testcontainers Tutorial: Docker Model Runner Guide
Collabnix Team
7 min read

What’s New in Claude Sonnet 4

Anthropic has just dropped what many are calling the most significant AI advancement of 2025: Claude Sonnet 4. As part of...
Collabnix Team
3 min read

Forget Ranking First—Be Agent-Ready First

Let’s face it—search isn’t what it used to be. It’s not just about how people find information, but who (or what)...
Ajeet Raina
2 min read

Securing the Model Context Protocol: A Comprehensive Guide

The Model Context Protocol (MCP) represents a significant advancement in AI capabilities, offering a universal interface that connects AI models directly...
Collabnix Team
4 min read

What is Model Context Protocol: A Technical Deep Dive

Model Context Protocol (MCP) represents a significant advancement in connecting AI models with the external world. As large language models (LLMs)...
Collabnix Team
5 min read

YouTube Transcript Generator Using Model Context Protocol in Just 5 Lines of Code

Ever wanted to get the transcript of a YouTube video without subscribing to expensive services or wrestling with complicated APIs? In...
Collabnix Team
2 min read

Running Docker Desktop on NVIDIA Jetson Orin Nano Super for the first time

I’ve been eyeing the NVIDIA Jetson lineup for ages, and when the Orin Nano Super was released, I knew I had...
Ajeet Raina
4 min read

The Future of AI Developer Tooling

The Fragmented World of AI Developer Tooling Since OpenAI introduced function calling in 2023, developers have grappled with a critical challenge:...
Collabnix Team
2 min read

Integration of Model Context Protocol and Docker AI Agent under Docker Desktop

I recently had the opportunity to collaborate with Raveendiran RR, a Docker Community Speaker and Generative AI enthusiast, to present on this...
Ajeet Raina
7 min read

SonarQube Integration with Docker Scout: Ensuring Code Quality for Docker Images

SonarQube is a powerful tool for continuous code quality inspection, helping developers enhance code quality by identifying bugs, code smells, security...
Ajeet Raina
7 min read

Dockerize an API based Flask App and Redis using Docker Desktop

If you’re a developer looking out for a lightweight but robust framework that can help you in web development with fewer...
Avinash Bendigeri
2 min read

Top Kubernetes Tools You Need for 2021 – K3d and Portainer

Thanks to Collabnix community members Abhinav Dubey, Ashutosh Kale and Vinodkumar Mandalapu for all the collaboration and contribution towards this blog post series. In the last...
Ajeet Raina
6 min read

VMware vSphere High Availability Q/A

Looking for VMware vSphere High Availability based Interview questions? I have attempted to gather important interview questions which you might find...
Ajeet Raina
15 min read
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