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An official Model Context Protocol server for keeping and retrieving memories in the Qdrant vector search engine. It acts as a semantic memory layer on top of the Qdrant database.
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Provides vector-based semantic search and real-time context augmentation for AI assistants by retrie...
Local vector database providing fast, real-time semantic code search and indexing for software proje...
Model Context Protocol server offering advanced semantic search, persistent memory management, tag-b...
Model Context Protocol server enabling hybrid semantic and graph-based document retrieval by integra...
TypeScript implementation of a Model Context Protocol server offering memory stream creation, conten...