markdown-vault-mcp

介绍

Generic markdown collection MCP server with FTS5 + semantic search, frontmatter-aware indexing, and incremental reindexing

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README

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Generic markdown vault MCP with hybrid search • Hybrid search: SQLite FTS5 keyword search (BM25, porter stemming) and semantic search (FastEmbed, Ollama, OpenAI, or Voyage AI embeddings, plus any OpenAI-compatible endpoint via OPENAI_BASE_URL), fused with Reciprocal Rank Fusion; diversity-aware ranking returns sentence-scale snippets with full-section recovery via read(path, section=heading). See the Embeddings guide, including the recipe for OpenAI-compatible endpoints.