One command gives AI agents instant codebase context. ~250 tokens replaces 50,000+ tokens of exploration. Auto-configures Claude Code, Cursor, Aider.

MCP server for AI coding agents. Instead of reading files one by one, your agent gets dependency graphs, git intent, blast radius, and change health in a single call. Works with any language deep analysis for TypeScript, Go, and C#.

Persistent codebase knowledge layer for AI agents. Pre-builds architecture, dependency, coupling, and risk knowledge served via MCP. 27 languages, 13 tools.

Generate AI context files from your codebase's actual conventions. Not what agents already know — what they keep missing.

Generate AI-friendly repository maps using ast-grep for providing codebase context to AI assistants and LLMs

A Claude Code plugin that understands your codebase and generates only the docs that actually matter. Run `/project-mds`, it scans everything and creates clean, connected markdown for APIs, models, auth, infra, and more so your agents don’t have to dig through code again and again.

Codex-native codebase intelligence: deterministic repo context, change-plan drift review, and verification gating for AI coding agents. Local-first, zero API keys.

Claude Code is powerful out of the box. But on a team, it has no memory of your platform — your services, contracts, conventions, or patterns. Every developer gets a different experience. Every session starts from zero.

Static code intelligence for AI-assisted development. Generates a dense CODEBASE.ctx from your source files — no API calls, pure local compute.

A Claude Code skill that primes project context at the start of a session — what the project is, how it's structured, and where to work.

Versioned memory for AI coding agents. Teach Claude, Codex, Gemini, Copilot & Cursor your rules once, they remember forever. Bilingual (Albanian/English), git-native, MIT. Ships with Mburoja 🛡, a battle-tested web-security playbook. Made in Tirana 🦅

Stacklit: AI Codebase Indexing 2026 – Zero-Setup Local Repo Mapping for Agents

Index codebases for AI agents with one command. Build a local map of your repository without server requirements or setup.