code-analysis

Laravel API Toolkit is designed for exclusive use in development environments, equipping developers with everything needed to build robust, performan...

CodeScout is a Go package and CLI tool for analyzing and extracting structured representations of functions, methods, and structs from Go source files...

Book API Test Automation using Python Requests Pytest

Unified MCP server: hybrid search + code graph + semantic memory. 15 tools, <350MB RAM, fully local. No API keys.

Codebase analyzer for the AI era — generates smart context maps for AI agents and catches packaging mistakes before they leak.

🐍 Production-ready AI code refactoring system using GraphRAG, discrete diffusion, and Tree-Sitter safety gates. Transforms natural language into safe...

Specialized agent definitions for Claude Code with comprehensive tooling

🔍 Transform GitHub repositories into structured semantic assets, enabling efficient search and reasoning through indexed code grounded in research qu...

A powerful Claude Code skill for deep analysis and interpretation of GitHub or local source code repositories — featuring automated architecture...

🔍 Convert source code into a searchable knowledge base with automatic chunking and intelligent search, now enhanced with MCP support for better integ...

🚀 Transform complex code into clear, interactive process diagrams, helping teams trace execution logic and identify module failures effortlessly.

🔍 Discover concepts in code with smgrep, a fast, local, GPU-accelerated search tool that enhances your coding efficiency and privacy.

Analyzes Python code and suggests optimizations for reducing memory usage.

Generate deterministic, structured snapshots of any codebase for AI analysis.

AI-powered debugging assistant that analyzes stack traces, identifies root causes and suggests fixes automatically

Replication code for "Semantic Code Segmentation with Language Models" paper, focusing on automated code segmentation for R and Python using LLMs/SLMs...

AI-powered git archaeology. Understand why any line exists — traces through renames, refactors, and the full history. 🔍

MCP server that turns any Git repository into an AI-ready digest using gitingest

Auto-generate AI assistant configs by deep-analyzing your codebase

Go AST code structure analysis engine with Kratos framework, providing gRPC service detection and interface extraction

AI-based tool to analyze code complexity using Python and Streamlit

生成 Mermaid 格式的关系图、调用架构图、流程图等。所有图表均使用 `flowchart TD` (Top-Down) 格式

Extract public API surface from source files as compact JSON: signatures, types, interfaces, no bodies. Supports Go, TypeScript, C#. MCP server + CLI.

Calculate cyclomatic complexity of Python functions.

🚀 Compress code by meaning for improved clarity and efficiency, transforming how you analyze and interpret programming structure.

A modular, extensible, and pythonic static analyzer for Solidity smart contracts. Designed for creativity, efficiency, and beauty.

Software repository mining

A sample Ruby on Rails application for testing and demonstrating static analysis tools and code quality checks

Instant overview of any project. Clone, scout, know what you are dealing with.

🖥️ Streamline COBOL applications with jo8, a lightweight framework that enhances performance and simplifies integration for modern environments.

MCP server that traces call graphs, maps HTTP routes, and analyzes TypeScript/Next.js codebases.

Universal framework for deep code analysis using AI agents. Language-agnostic, scalable, comprehensive analysis for Java, Python, JavaScript and more.

An EVM-compatible Solidity Smart Contract Storage/Slot Analyzer and Data Extractor.

Python script that counts how many lines of code you have written and breaks them down by language

🔬 LLM-based static code analysis engine with semantic understanding

MCP for generating ranked, token-budgeted code structure maps using Tree-sitter AST analysis and PageRank

AI-powered codebase risk analyzer — security scanning, bus factor detection, technical debt scoring, code modernization, and AI fix suggestions. Chrom...

AI-powered architectural reasoning for complex crypto codebases.

Deterministic code intelligence pipeline. Scans repos with tree-sitter, builds knowledge graphs, runs impact analysis and snapshot diffs. 14 CLI comma...

Web-based benchmark suite that evaluates how well LLMs catch real-world concurrency bugs, deadlocks, and distributed systems edge cases. Includes auto...

Ask questions about any GitHub repository with a repository-aware AI agent built with Python, Strands Agents, and AWS Bedrock.

🌐 Manage and validate certificates efficiently with CertScope, simplifying secure communication for your applications.

CLI tool that builds CPGs (AST, CFG, DFG) and infers types based on it.

AI-powered Chrome extension that instantly explains any GitHub repository's architecture, file structure, and contribution paths.

A smart CLI tool to flatten a project repository into a single, token-efficient context file for LLM analysis

8 specialized MCP servers for AI-assisted development: code analysis, semantic refactoring, test running, documentation validation, critique-refine, c...

Compress Visual Studio solutions into token-lite format for AI workflows. Scrunched in, clean out.

A CLI tool to explore codebases efficiently. Designed for LLMs and coding agents as a smarter alternative to ls, grep, and find.

AI-powered DSA learning platform with progressive hints, pattern recognition, and code analysis. Master algorithms through intelligent guidance, not s...