Practical tools and utilities built by momc.pl for developers, IT professionals, and AI enthusiasts.
Interactive guide to choosing the right hardware for running AI models locally with OpenClaw. Find the best device for your budget — from Mac mini to DGX Spark.
Free ToolIntelligent codebase context engine for AI coding agents. Creates a semantic vector database (RAG) from source code, documentation, and project backlog. Exposes MCP tools for hybrid search, dependency graph expansion, and context assembly — giving AI agents deep understanding of your entire codebase.
Key features: AST-based parsing (Tree-sitter), hybrid search (vector + BM25), incremental indexing, backlog integration (Azure DevOps, Jira), web viewer with UMAP explorer.
Open Source