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Public story · 2026-02-17 · source-backed
Built by Tobias Lutke (Shopify co-founder). Combines BM25 full-text search, vector semantic search, and LLM re-ranking — all running locally via GGUF models. Includes a built-in MCP server for direct integration with AI agents. No cloud dependency. Install with npm install -g qmd and your Claude Code or any MCP client can query your docs natively. GitHub
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Claude Code uses MCP / Shared entities / Same source domain / Shared topic / What happened next
Linked by a graph relationship (Claude Code uses MCP); both cover Claude Code, GitHub, Install, LLM; reported by the same outlet (github.com).
Codex CLI uses MCP / Shared entities / Same source domain / Shared topic / What happened next / Tension
Linked by a graph relationship (Codex CLI uses MCP); both cover Claude Code, GitHub, LLM, MCP; reported by the same outlet (github.com).
Windsurf uses MCP / Shared entities / Shared topic / What happened next / Tension
Linked by a graph relationship (Windsurf uses MCP); both cover Claude Code, GitHub, Includes, MCP; overlapping topics (claude, cloud, code, server).
Cursor uses MCP / Shared entities / Same source domain / Shared topic / What happened next
Linked by a graph relationship (Cursor uses MCP); both cover Claude Code, GitHub, MCP; reported by the same outlet (github.com).
MCP uses Docker / Shared entities / Same source domain / Shared topic / What happened next
Linked by a graph relationship (MCP uses Docker); both cover Claude Code, GitHub, LLM, MCP; reported by the same outlet (github.com).
FuXi supports MCP / Shared entities / Same source domain / Shared topic / What happened next / Tension
Linked by a graph relationship (FuXi supports MCP); both cover GitHub, LLM, MCP; reported by the same outlet (github.com).
Vercel partners with Shopify / Shared entities / Same source domain / Shared topic / What happened next / Tension
Linked by a graph relationship (Vercel partners with Shopify); both cover Claude Code, GitHub, MCP; reported by the same outlet (github.com).
Shopify partners with Gemini / Shared entities / Same source domain / Shared topic / What happened next / Tension
Linked by a graph relationship (Shopify partners with Gemini); both cover Claude Code, GitHub, MCP; reported by the same outlet (github.com).