Celiums Memory vs Mcp Server

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
M
Mcp Server
DollhouseMCP
🧠 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 WebsiteOne-line installable MCP server that adds reusable customization elements — personas, skills, templates, agents, memory, and ensembles (collected customization tools) — to any MCP Client application. Dynamic permissioning for safe AI operations, a robust validation architecture, versioning, and a public collection of shareable content. Install: npx @dollhousemcp/mcp-server@latest --web.
Quality signal27/100 (Emerging)28/100 (Emerging)
Install pathnpx · highnpx · high
Engagement 1 0 0 20 0 0 0 37
ToolsNot listed yetNot listed yet
Verified / officialNoNo
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