codebase-navigation

CodeMonk 🥋 —>An open-source AI powered code intelligence platform that helps developers understand, explore, and navigate complex codebases using modern Spring Boot, Spring AI, RAG, knowledge graphs, and intelligent code analysis

VerbalCodeAI is a free, open-source AI tool that simplifies codebase navigation in your terminal, using Python 3.11.6 and Ollama. It indexes projects locally and quickly answers questions like “Where’s this function?”, saving developers time on debugging and onboarding.

"Review Ducktective" is an automated code review platform based on an LLM: it takes a diff as input and outputs structured findings with severity levels, linked to specific lines of code, plus RAG navigation through the codebase and a chat with an agent. It also works completely offline (code subject to an NDA must not leave the machine).

CodeCompass: AI-powered Vibe Coding with MCP. Connects Git repositories to AI assistants like Claude, using Ollama for privacy or OpenAI for cloud. Integrates with VSCode, Cursor, and more.

Token-efficient codebase maps for AI IDEs. Parses Python, TypeScript & more with tree-sitter, builds a ranked dependency graph, and exposes it via MCP to Cursor, VS Code, and Claude Desktop.

MCP server for code intelligence - maps source code into a knowledge graph so AI tools understand architecture, not just files. Built in Rust.

A contextual map of your codebase for humans and AI coding agents.

A lightweight file-mapping standard that lets any AI tool navigate large codebases without reading every file. One index, two rules, any AI. No more wasted tokens, no more wasted time.

AST-powered codebase indexer skill for coding agents. Spelunk parses repositories with Tree-sitter into a local SQLite index so agents trace dependency trees and locate symbols in under 100ms instead of scanning raw files. Reduces token consumption by up to 90% with instant symbol resolution.

Code-intelligence engine for AI coding agents — single Rust binary indexes any repo into a queryable graph over MCP, CLI, and JSON.

CodeGraphX (CGX) — a local, token-efficient codebase graph engine & MCP server for AI coding agents. Tree-sitter parsing, a bi-temporal SQLite semantic graph, O(1) symbol lookup, and impact/blast-radius tracing so agents answer 'what breaks if I change this?' in a few hundred tokens.

Hierarchical codebase navigation skill for Claude Code / AI coding agents. Generates per-directory CODEMAP.md index files with structure summaries, key exports with source annotations, and large file deep analysis.

Local-first Windows desktop app: explore your codebase as an interactive dependency graph, semantic search, git context, and optional AI (Groq) for explanations and what-if analysis. SQLite + ChromaDB-no separate DB server.

A spatial memory model of the codebase for the pi coding agent.

An intuitive, Google Tag Manager-inspired system to embed, govern, and utilize anchor tags for deterministic agent planning and validation in complex codebases

A cartographer folder: point it at a body of work still in force and it leaves a map a cold reader can wander — catalog, then one card, then stop.

AI-native codebase navigation protocol that keeps coding agents (Claude Code, Codex) from getting lost: a machine-readable .galpi index of state, intent and routing, validated by A/B experiments

Understand any TypeScript repo in one interactive map. Every connection links to source evidence.

Codex and Claude Code skill for agent-maintained project wikis, layered code indexes, and low-token repo navigation.

Local-first AI codebase explorer using FastAPI, React, Git and Ollama. Secure repository import, source search, tested backend and CI.