markdown-fastrag-mcp. Fast markdown RAG with multi-provider embeddings (Vertex AI, Gemini, OpenAI, Voyage), incremental indexing with mtime/size fast-path, stale vector pruning, Milvus vector store.

github.com/lidge-jun/markdown-fastrag-mcp

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