MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file analysis and codebase understanding

Enterprise-grade (40m+ lines) codebase intelligence in a zero-setup, private and local Claude Plugin or MCP: managed indexing, hybrid semantic search, polyglot code dependency graphs, and DB/API/infra knowledge. Benchmark: 61% less tokens, 84% fewer calls, 37x faster than standard AI grep.

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 codebase in plain English using real project signals. Not blind AI summarization

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

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.

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

AI-powered code guardian — static analysis that watches your entire codebase

Visualize any codebase as an interactive force-directed graph. Analyze Python, JS/TS, and more -- see how files, classes, endpoints, and services connect. Click any node for deep dependency chain insight.

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

Research, planning, and implementation workflows for Claude Code

The living wiki that writes itself.

Keeps your AI in sync with your codebase, and out of trouble.

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

Blazing-fast code graph generation for AI agents to navigate codebases efficiently. Analyzes your codebase and builds a compressed graph of functions, calls, and dependencies for AI agents to understand code architecture without expensive token usage.

Zero-dependency codebase intelligence for AI agents and humans. Static analysis → structured Markdown → readable by any LLM. 8 code health agents included.

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

Chat application designed to facilitate understanding and interaction with public GitHub repositories. It allows users to gain insights into codebase structure, summarize functionalities, and receive detailed answers to questions about the code, enhancing code comprehension and exploration.