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

A comprehensive code validation system implementing a 5-step pipeline: generate → validate → regenerate → reflect. Supports HTML, CSS, JavaScript, and Solidity with advanced syntax validation and semantic problem-solution alignment analysis.

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.

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

An Autonomous AI DevOps Agent that scans local Python codebases, builds interactive dependency graphs (AST), and performs multi-file refactoring using Gemini and React Flow.

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)

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

Code Intelligence Platform: Repository analysis, semantic code search, dependency graphs, and AI-powered code understanding built on the Portfolio RAG ecosystem. Features multi-language parsing (Elixir, Python, JavaScript, TypeScript), AST-aware chunking, call graph analysis, and intelligent code agents for review, refactoring, and documentation.

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

Interactive 3D codebase visualization using AST parsing, semantic embeddings, and graph analysis. Built with WebAssembly, WebGPU, and modern web APIs.