Implements Karpathy's LLM wiki pattern as an MCP server with four tools: wiki_read, wiki_write_page, wiki_log_append, and wiki_inventory. The server handles atomic writes, etag-based conflict detection, and path containment while leaving schema definition to your own CLAUDE.md file that grows with your domain. Claude Code users get four bundled skills (wiki-init, wiki-ingest, wiki-query, wiki-lint) that encode the full workflow. Other clients like Claude Desktop get the raw tools but have to derive bookkeeping steps themselves. Useful when you want persistent markdown memory that survives sessions and enforces mechanical correctness without imposing a fixed content schema. Python API lets you swap the local filesystem backend for SQLite, Notion, or test fakes by implementing the WikiStorage protocol.
claude mcp add --transport stdio flsteven87-llm-wiki-mcp uvx llm-wiki-mcp