Jakub Stuglik

Local code search engine for AI agents: incremental indexer, hybrid retrieval (BM25 + dense embeddings in Qdrant, RSF, per-language reranker) and an MCP server. Tree-sitter chunking, git branch/tag overlays. Java, Kotlin, Groovy, C#, Go, PHP, Python, JS/TS, C/C++, Delphi/Pascal, SQL and more.

An [MCP (Model Context Protocol)](https://modelcontextprotocol.io/) server that wraps Phabricator's Conduit API, enabling any MCP client to interact with Phabricator tasks, code reviews, repositories, and more.