Workspace Qdrant Mcp vs Akb

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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Akb
dnotitia
🧠 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.Organizational knowledge base for AI agents. Vault-scoped Markdown docs, structured PostgreSQL tables, and files unified by a URI graph. Hybrid semantic + BM25 search, Git-backed version history, multi-tenant ACL with public-share links. Works with Claude Code, Cursor, Windsurf via npx akb-mcp.
Quality signal24/100 (Emerging)28/100 (Emerging)
Install pathnpx · lowRemote · high
Engagement 1 0 0 3 0 0 0 74
ToolsNot listed yetNot listed yet
Verified / officialNoNo
Open listingView Workspace Qdrant McpView Akb
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