LadybugDB a graph database

🕸️ Code knowledge graph for Claude Code & AI coding agents — index TypeScript, NestJS, React into Neo4j and query architecture in Cypher

Turn any repo into a Code Knowledge Graph your coding agent can reason over — symbols, API routes, ORM models, architecture decisions & git history as a typed, provenance-tracked graph, served over MCP. Built on AgentForge.

The Compiler-Aware Operating System Kernel CodeGraph Engine for Token-Efficient Structural Codebase Retrieval

Scan C/C++/Go/Python/Java/Rust/etc. codebases and generate directed call graphs with call ordering, conditions, conditional compilation paths, concurrency analysis, and confidence classification. Designed to give LLM agents global-to-local code understanding — first load a compact context pack, then drill into specific functions on demand.

代码知识图谱系统，基于AST解析和图数据库构建代码元素之间的关系网络，支持智能代码理解、影响分析和文档生成

Enterprise-ready Windsurf workflows for AI-assisted coding — opinionated grilling, structural code intelligence, and built-in security reviews. Drop into any repo and ship through ARB / AppSec / DPO sign-off.

A deterministic code knowledge graph for coding agents — one static Go binary indexes code, routes, dependencies, k8s & docs; your agent answers from the store. No LLM, no DB, no MCP.

Code knowledge graph MCP server providing compact, token-budgeted context to AI coding agents.