ibaz

Fast zero-config embedding server for Paparats MCP — code & text embeddings on CPU

Semantic code search MCP server with AST chunking, symbol graph, and Qdrant + Ollama

Automated repo indexer for Paparats MCP - clones, indexes, and keeps code search fresh on a schedule

Zero-config Ollama with pre-baked Jina Code Embeddings 1.5B, ready to serve on container start