Paparats

Paparats is a self-hosted Model Context Protocol (MCP) server that gives AI coding agents and assistants a deep, semantically-indexed understanding of local codebases. It indexes multiple repositories with AST-aware chunking, semantic search, cross-repository symbol tracing, and a persistent architectural knowledge base. Targeted at developers, teams, and anyone building smart agents, Paparats ensures context-aware coding help, efficient onboarding, and consistent knowledge across large or legacy codebases—all from a single, privacy-respecting, local solution.