Developer-Tools

MCP: How AI Models Break Free from Their Sandbox Large language models (LLMs) like GPT-4 and Claude have transformed how we interact with AI. However, these powerful models have a fundamental limitation: they’re confined to their training data with no native ability to interact with the outside world. The Model Context Protocol (MCP) changes everything by creating a standardized bridge between AI models and external tools. Let’s explore how this game-changing protocol works....

This Bash script aggregates Git repository data into a structured file, providing the necessary context for AI models to generate readable changelogs. It captures commit history, file changes, diffs, and contributor stats since the last tagged release. How It Works The script performs four key operations: Records commit messages between the latest tag and HEAD Lists all modified files in this range Captures detailed diffs for each changed file Collects contributor statistics The Script #!...