Project-aware collection management based on Qdrant, including a Rust MCP, daemon and CLI: hybrid semantic, pattern and full-text (FTS5) search into single or cross-concerns collection. Dedicated collections for knowledge library, LLM behavioral rules, and an LLM scratchpad
mcp knowledge-graph full-text-search sparse-vectors semantic-search bm25 fts5 pattern-search dense-vectors vector-database hybrid-search qdrant model-context-protocol mcp-server claude-code local-embeddings knowledge-library llm-behavioral-rule llm-scratchpad remote-embeddings
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Updated
Sep 7, 2026 - Rust