Claude Engram vs Workspace Qdrant Mcp

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.Project-scoped semantic workspace memory for AI coding assistants. Watches your project files, auto-indexes code and docs into Qdrant with tree-sitter semantic chunking, LSP integration, and hybrid search (dense + sparse + RRF). 6 MCP tools: store, search, retrieve, grep, list, rules. Alpha — testers and feedback welcome.
Quality signal27/100 (Emerging)24/100 (Emerging)
Install pathpip · highnpx · low
Engagement 7 0 0 16 1 0 0 3
ToolsNot listed yetNot listed yet
Verified / officialNoNo
Open listingView Claude EngramView Workspace Qdrant Mcp
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