An AI-first code analysis and safe refactoring platform with a Python SDK and JSON API. Designed for AI agents with a zero-index architecture for 100x speed and unbreakable safety.

A fully local, production-ready code search platform with hybrid BM25 + semantic search. Self-hosted hybrid search for code with ricegrep CLI support.

🔍 AI-powered GitHub code research with MCP - Search, map, and extract code with intelligence

MCP server for AI agents: intelligent code exploration (AST-based symbol search, architectural blueprints, call graphs, 90%+ token reduction) + persistent session memory (global preferences, project decisions)

An intelligent Multi-Agent (A2A) system that automatically analyzes, refactors, tests, and documents legacy Python code using local (Ollama) and cloud (Gemini) LLMs.

The ultimate MCP server for code intelligence. Smart context, semantic search, call graphs, pattern detection & token optimization. Makes LLMs understand any codebase perfectly.

Python Code Flow Graph Maker - Static analysis tool that generates dependency graphs for Python codebases using AST parsing, tracks I/O operations, and creates interactive visualizations.

Semantic file search for AI workstations using HNSW indexing and local embeddings via Ollama

A framework to generate interactive, explorable visualizations of code execution and system architecture.