How does the GitHub repo search work?

It utilizes ZRead to search and read GitHub codebases, providing the ability to view file trees and search specific file contents efficiently.

Does it require an API key?

Yes, you need a valid Z_AI_API_KEY from z.ai to authenticate and use the vision, search, and reading features.

It is an MCP-native command-line interface that gives Claude access to vision analysis, web searching, and GitHub exploration capabilities.

What kind of vision analysis can it perform?

It uses GLM-4.6V to perform image and video analysis, OCR, UI-to-code conversion, and visual error diagnosis for developers.

Can I use it for UI-to-code conversion?

Yes, the vision module includes UI-to-code capabilities, allowing Claude to analyze screenshots and suggest corresponding frontend code.

Z.AI CLI Multi-Tool

Name: Z.AI CLI Multi-Tool
Author: numman-ali

bynumman-ali

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Web Scraping & Data Collection

Enhances Claude with advanced vision analysis, real-time web searching, and deep GitHub repository exploration capabilities.

About

The Z.AI CLI skill provides Claude with high-performance tools for complex environmental tasks, including multimodal image and video analysis via GLM-4.6V, real-time web search with custom filtering, and efficient web-to-markdown extraction. It also integrates ZRead for deep GitHub repository searches and code exploration, making it an essential companion for developers needing external data, visual debugging, or rapid technical research directly within their workflow using MCP-native tool chaining.

Key Features

64 GitHub stars
Real-time web search with domain and recency filtering
Multimodal vision analysis for UI-to-code, OCR, and error diagnosis
MCP-native tool discovery and raw tool invocation
Deep GitHub repository search and code structure exploration
Web-to-markdown extraction for clean documentation reading

Use Cases

Visual debugging by analyzing screenshots or videos of application errors
Comprehensive code audits and exploration of open-source GitHub repositories
Real-time research on new frameworks through filtered web searches

About

Key Features

64 GitHub stars
Real-time web search with domain and recency filtering
Multimodal vision analysis for UI-to-code, OCR, and error diagnosis
MCP-native tool discovery and raw tool invocation
Deep GitHub repository search and code structure exploration
Web-to-markdown extraction for clean documentation reading

Use Cases

Visual debugging by analyzing screenshots or videos of application errors
Comprehensive code audits and exploration of open-source GitHub repositories
Real-time research on new frameworks through filtered web searches