A discovery and compression tool for your Python codebase. Creates a knowledge graph for a LLM context window, efficiently outlining your project | Code structure visualization | LLM Context Window Efficiency | Static analysis for AI | Large Language Model tooling #LLM #AI #Python #CodeAnalysis #ContextWindow #DeveloperTools

A lightweight tool to optimize your Javascript / Typescript project for LLM context windows by using a knowledge graph | AI code understanding | LLM context enhancement | Code structure visualization | Static analysis for AI | Large Language Model tooling #LLM #AI #JavaScript #TypeScript #CodeAnalysis #ContextWindow #DeveloperTools

The fastest way to understand any unfamiliar codebase using real project signals. Not blind AI guessing. Signals first. LLM second

A lightweight tool to optimize your C# project for LLM context windows by using a knowledge graph | Code structure visualization | Static analysis for AI | Large Language Model tooling | .NET ecosystem support #LLM #AI #CSharp #DotNet #CodeAnalysis #ContextWindow #DeveloperTools

An AST-free, LLM-free heuristic knowledge graph engine for deep repository intelligence. Map, secure, and modernize enterprise codebases across 50+ languages at extreme velocity

A discovery and compression tool for your Java codebase. Creates a knowledge graph for a LLM context window, efficiently outlining your project #LLM #AI #Java #CodeAnalysis #ContextWindow #DeveloperTools #StaticAnalysis #CodeVisualization

Code visualization for non-programmers. A docent for your codebase.

The living wiki that writes itself.

Weld connected structure toolkit for agent-first repository discovery

Semantic codebase understanding service — maps application structure, authentication patterns, authorization models, and data flows for intelligent security analysis.

AI-first codebase context engine that builds compressed logic skeletons (functions, calls, conditions & impact paths) so AI agents understand large codebases with 95%+ fewer tokens and higher accuracy.

Compile repositories into compact agent-ready context with exact token compression metrics.

Deep Multilayer Static Analyzer for Python Projects

CLI tool that analyzes any repository and explains its architecture, entrypoints, dependencies, and impact of changes.

A CLI tool that vectorizes codebases, stores them in a database, tracks changes, and serves them via MCP (Model Context Protocol) for AI agents like Claude, Codex, and others.

Static analysis engine that maps any codebase into ranked, token-budgeted context — offline, zero LLM cost

AI Agent Skill — Auto-generate business context layer (BCL) for large backend codebases. Supports Java, Python, Go, Kotlin, TypeScript. Turn 500K lines into navigable knowledge maps.code2wiki ( code to wiki) 是一项专为复杂项目构建面向业务的“业务语义层”的技能。通过 code2wiki，开发者可以将既有代码库高效地转化为系统化的项目上下文与 Wiki 文档，从而显著提升 LLM 对复杂业务系统的理解深度，赋能代码总结、领域 Skill 构建及自动化文档生成。

Bridge MCP clients to Gemini CLI using ACP protocol for efficient, seamless integration of AI tools with Google API services.

Export code repositories into compact Markdown context files for LLM prompting, including source bundles and directory trees.

Codebase mapping and health intelligence plugin for Claude Code and Cusror (beta)