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

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

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

Product-Led Growth (PLG) analysis toolkit that detects tech stacks, plans growth loops and builds the loop iteratively.

World-class deep-dive tutorials for open-source AI agents, vibe coding tools, LLM frameworks, and production systems.

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

Secrin is a real-time assistant that gives developers instant context from their code, issues, and docs.

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.

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

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

Deep Multilayer Static Analyzer for Python Projects

See what breaks before you break it. MCP server + Python library for codebase intelligence: dependency graphs, impact analysis, semantic search.

LLM autotooling pipeline with Ollama-only models, Bubblewrap sandboxing, and a provenance-aware tool registry specializing in low parameter model inference

A conversational tool that lets developers interact with codebases using natural language, providing contextual answers drawn directly from your code.

Convert any GitHub repo into LLM-friendly text digests and interactive architecture diagrams. Claude-powered codebase analysis with clickable Mermaid diagrams. Live at gitunderstand.com

Estimate developer onboarding time from repository structure analysis

Instant beautiful insights about any codebase. Like neofetch, but for your repos.

Codebase analysis using information theory, graph algorithms, and git history. Cross-references structural dependencies, temporal co-change, and per-file signals to find what's actually wrong.

Scan your codebase and compile it for AI assistants