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Claude Code & Cursor rules for m_flow
by @FlowElement-ai · 3,076 stars · Python
View on GitHub →About m_flow
A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.
M-flow **RAG matches chunks. GraphRAG structures context. M-flow scores evidence paths.** Retrieval through reasoning and association — M-flow operates like a cognitive memory system. m-flow.ai · flowelement.ai · Quick Start · Architecture · Examples · OpenClaw Skill · Contact [](#testing) [](https://www.python.org/) [](LICENSE) --- ## What is M-flow? The real shift is not whether a system builds a graph, but what the graph is allowed to do at retrieval time. ### Graph topology encodes relevance. In most RAG systems, retrieval is still dominated by similarity: the query is embedded, textual units are ranked by vector distance, and structure—if present—mainly helps organize, summarize, or expand context. Many GraphRAG systems add entities, relations, and community structure, but the graph
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No published rules, MCP servers, or skills target m_flow yet. If you maintain a tool that works well with this project, you can publish for free during beta.
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