Celiums Memory vs NoteDiscovery

Side-by-side comparison of two Model Context Protocol servers — install paths, tools, quality signals, and directory engagement so you can pick the right one for Claude, Cursor, and other MCP clients.

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🧠 Knowledge & Memory
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🧠 Knowledge & Memory
SummaryCognitive memory engine with 5,100+ knowledge modules, circadian rhythm awareness, and emotional state tracking (PAD model). Hybrid search (PostgreSQL + Qdrant vectors + Valkey cache), per-user memory isolation, and multi-protocol support (MCP, REST, OpenAI, LangChain, A2A). npx @celiums/memory WebsiteSelf-hosted plain-markdown knowledge base with a built-in MCP server. Lets Claude Desktop, Cursor, and any MCP client search, read, create, edit, tag, and template notes — same vault that powers the web UI. Pure-stdlib client, no extra deps, MIT-licensed. Can run in Docker.
Quality signal27/100 (Emerging)32/100 (Emerging)
Install pathnpx · highpip · high
Engagement 1 0 0 20 0 0 0 2,728
ToolsNot listed yetNot listed yet
Verified / officialNoNo
Open listingView Celiums MemoryView NoteDiscovery
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