The MCP tool can then be used inside VS Code / MCP-enabled clients to search local internal documentation using natural language.
- Node.js MCP server
- ChromaDB vector database
- Sentence Transformers embeddings (
all-MiniLM-L6-v2) - Python embedding worker
- Docling document parser
- Incremental indexing
- Semantic search