Probe Kit

About

The Probe Kit is a powerful Model Context Protocol (MCP) server that serves as an essential enhancement toolset for AI-powered development environments like Cursor. It offers a comprehensive collection of 23 utility tools specifically designed to make AI better understand and assist with various development processes. These tools span critical areas such as ensuring code quality, maximizing development efficiency through automation, and simplifying project management tasks, thereby accelerating the entire software development lifecycle.

Key Features

• Offers advanced utilities like code explanation, code conversion (e.g., JS to TS), README generation, and intelligent file splitting for improved maintainability.
• Automates code quality checks, including AI model wrapper detection, code review, intelligent debugging, test generation, refactoring, performance analysis, and automatic code fixing.
• Comprehensive suite of 23 AI-powered development tools across code quality, efficiency, and project management.
• Boosts development efficiency through automated Git commit messages, API and code documentation, PR descriptions, changelog generation, and UI component generation for React/Vue.
• 3 GitHub stars
• Streamlines project management tasks such as Cursor AI configuration initialization, spec-driven project setup, dependency health checks, Git conflict resolution, and in-depth project analysis.

Use Cases

• Accelerating debugging and refactoring processes with intelligent error analysis, debugging strategies, and comprehensive refactoring suggestions.
• Quickly onboarding new developers or taking over legacy projects by performing deep project analysis, understanding existing codebases, and checking dependency health.
• Streamlining daily development workflows by automating code reviews, test case generation, and Git commit messages before code submission.