Best Qdrant AI Skills & MCP Servers
5 curated Qdrant skills and MCP servers — install any of them into Claude, Cursor, ChatGPT, n8n, or any AI stack with one command.
Automem
MCP server for AutoMem: AI memory storage and recall
Codecompass
AI-powered MCP server for codebase navigation and LLM prompt optimization
Codebase Index
MCP server for AI-powered codebase indexing with auto-save checkpoints, incremental updates, real-time progress tracking, and index verification tools
Cli
CLI for Paparats MCP - semantic code search with AST chunking, symbol graph, and vector search for AI coding assistants
Vibe Hnindex
MCP server for indexing and searching codebases with keyword + semantic search. Works with Claude, Cursor, Windsurf, Antigravity.
About Qdrant skills on iClaude
iClaude is the universal install layer for AI skills. Every Qdrant skill on this page can be installed into Claude Code, Claude Desktop, Cursor, ChatGPT, n8n, Codex, and more — using a single copy-paste command. No config drift, no per-stack adapters, no manual MCP wiring.