Claude Engram vs Agentkits Memory

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
SummaryPersistent memory and session intelligence for Claude Code. Auto-tracks mistakes, decisions, and context via hooks. Mines session history for patterns and cross-session search. Loop detection, pre-edit warnings, context compaction survival. Runs locally with Ollama.Persistent memory for AI coding assistants with hybrid search (FTS5 + vector embeddings), session tracking, automatic context hooks, and web viewer. SQLite-based with no daemon process — works with Claude Code, Cursor, Windsurf, and any MCP client.
Quality signal27/100 (Emerging)29/100 (Emerging)
Install pathpip · highnpx · low
Engagement 7 0 0 16 2 0 0 64
ToolsNot listed yetNot listed yet
Verified / officialNoNo
Open listingView Claude EngramView Agentkits Memory
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