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Persistent, semantically-searchable memory for AI agents using local PostgreSQL, pgvector, and Ollama embeddings, exposed via MCP with hybrid retrieval, knowledge graph, and auto-recall hook.
biocontext
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mcp.so
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nerq
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official
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pulsemcp
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smithery
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