Workspace Qdrant Mcp 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
SummaryProject-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.Self-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 signal24/100 (Emerging)32/100 (Emerging)
Install pathnpx · lowpip · high
Engagement 1 0 0 3 0 0 0 2,728
ToolsNot listed yetNot listed yet
Verified / officialNoNo
Open listingView Workspace Qdrant McpView NoteDiscovery
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