Hybrid dense+sparse RAG library with an MCP server for Claude Code. Its FAISS backend adds a tag-based long-term memory mechanism (importance, knowledge-type decay, access-frequency boost); Qdrant/Chroma/Postgres backends offer plain hybrid search only.
4 files for Claude Code: conversation-to-memory, doc-to-memory, rag-memory, session-to-memory .
.claude/agents/conversation-to-memory.md A 107 tok .claude/agents/doc-to-memory.md A 130 tok .claude/agents/rag-memory.md A 158 tok .claude/agents/session-to-memory.md A 219 tok These files are masaki-kato-119/hybrid-rag-memory's own configuration — they tell Claude Code how to work on this repository, so they are not mods to install elsewhere. Copy one as a starting point and replace the parts that are about this project.