Enables deterministic, token-minimal multi-hop retrieval from a vault of [[wikilink]] notes via the Model Context Protocol, allowing LLMs to answer questions by following authored links without vector databases or LLM calls during retrieval.
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process.env. You'll be asked to provide them before it can run.WIKIMOTH_PYTHONWIKIMOTH_VAULT— Cursor, Windsurf); set to your vault.ANTHROPIC_API_KEY— rag = MemoryRAG(reader=ClaudeReader(model="claude-sonnet-4-6")) # needs[](https://m8ven.ai/mcp/juliangeymonat-jpg-wikimoth-tadyt6)