Grigori

Semantic code search that indexes codebases across multiple programming languages using local embeddings to find relevant code examples based on functionality rather than exact keywords.

Grigori is a semantic code search MCP server that enables AI assistants to search through codebases using natural language queries and semantic similarity rather than just text matching. Built in C# with ONNX Runtime for local embedding generation, it indexes code files across multiple programming languages and provides both CLI and containerized deployment options. The server uses the all-MiniLM-L6-v2 model for embeddings and supports multiple transport modes including stdio and HTTP.