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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).
Claude Code competes with Cursor / Shared entities / Shared topic / What happened next / Tension
Linked by a graph relationship (Claude Code competes with Cursor); both cover Claude Code, GitHub, Includes, MCP; overlapping topics (claude, cloud, code, server).
Codex competes with Claude Code / Shared entities / Same source domain / Shared topic / What happened next / Tension
Linked by a graph relationship (Codex competes with Claude Code); both cover Claude Code, GitHub, MCP; reported by the same outlet (github.com).
Claude Code competes with Cursor / Shared entities / Same source domain / Shared topic / What happened next
Linked by a graph relationship (Claude Code competes with Cursor); both cover Claude Code, GitHub, Install; reported by the same outlet (github.com).
Linked by a graph relationship (Claude Code competes with Cursor); both cover Claude Code, GitHub, MCP; reported by the same outlet (github.com).
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, MCP; reported by the same outlet (github.com).
Linked by a graph relationship (Claude Code uses MCP); both cover Claude Code, GitHub, MCP; reported by the same outlet (github.com).
Codex competes with Claude Code / Shared entities / Same source domain / Shared topic / What happened next
Linked by a graph relationship (Codex competes with Claude Code); both cover Claude Code, GitHub, MCP; reported by the same outlet (github.com).