Gingugu vs Claude Engram

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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Gingugu
gingugu
🧠 Knowledge & Memory
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🧠 Knowledge & Memory
SummaryPersistent memory for AI coding assistants. Local SQLite, no cloud. 16 MCP tools: store, recall, search, relate, consolidate, export, and credential vault (OS keychain). Typed memories with confidence lifecycle (verified/inferred/stale/deprecated), namespaces, knowledge graph, and hybrid BM25 + semantic search via fastembed ONNX. Works with Cursor, Windsurf, Claude, and any MCP client. pip install ginguguPersistent 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.
Quality signal24/100 (Emerging)27/100 (Emerging)
Install pathpip · highpip · high
Engagement 0 0 0 7 0 0 16
ToolsNot listed yetNot listed yet
Verified / officialNoNo
Open listingView GinguguView Claude Engram
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