FlowElement-ai/m_flowpublicPythongithub.com/FlowElement-ai/m_flow

m_flow

Q: Who maintains m_flow?

Maintained by FlowElement-ai (the owner) on GitHub.

Q: How do I install m_flow?

Clone the repo: git clone https://github.com/FlowElement-ai/m_flow.git — then follow the README in the cloned directory.

A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.

AGENT MEMORYLLM INFRAMCPAGENTIC AIAI REASONINGEPISODIC MEMORYTRENDING #2619

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// OWNER · FlowElement-ai · REPO SNAPSHOT

github.com/FlowElement-ai

FlowElement-ai

A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.

FlowElement-ai

STARS4,484+333 · 7d

FORKS260+0 · 7d

CONTRIBUTORS0maintainer graph thin

OPEN ISSUES · PRS3· 0

LICENSE—no license file

LANGUAGEPython

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LOCATION—

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TOTAL STARS—

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FUNDING—

//STAR HISTORY · 12M

+2,846 all-time-window

Stars · cumulative4,461 · today

//WHY IT'S TRENDING· expert verdict · 58% confidence

ANALYSIS BY AISO.TOOLS

A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.

M flow RAG matches chunks. GraphRAG structures context. It has reached 4,210 GitHub stars, written primarily in Python.

Why now: Recent coverage — "FlowElement-ai/m_flow: A bio-inspired cognitive memory ..." — alongside renewed developer interest is driving current visibility.

4,210 GitHub stars, 258 forks — verifiable at github.com/FlowElement-ai/m_flow.
Primary language Python; topics: agent-memory, agentic-ai, ai-reasoning, episodic-memory.
Licensed Apache-2.0.
Third-party coverage: "FlowElement-ai/m_flow: A bio-inspired cognitive memory ...".

Considerations: At roughly 2 months old, it's early — the architecture and maintenance cadence haven't been battle-tested yet.

EARLY MOMENTUM · Research: Adoption is real but cross-source confirmation is thin — a short hands-on trial (Python) will tell you more than the metrics.

Sources: FlowElement-ai/m_flow on GitHub · Project homepage · A bio-inspired cognitive memory engine · Flow

↻ refreshed 33m ago· next sync in 32m· sourced from 0 channels · 0 mentions / 24h

see full AISO brief ↗

Methodology: synthesized from this project's own documentation, live GitHub data, third-party coverage, and multi-platform signal convergence — by AISO.tools.

// RELATED REPOS · CROSS-SOURCE OVERLAP

5 detected · 30d window

▌ FAQ · answers from the data spine

What is FlowElement-ai/m_flow?

A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.

Who maintains m_flow?

Maintained by FlowElement-ai (the owner) on GitHub.

What language is m_flow written in?

Primarily Python.

When was m_flow created? When was the last update?

Created March 31, 2026 · last commit May 2, 2026.

How do I install m_flow?

Clone the repo:

git clone https://github.com/FlowElement-ai/m_flow.git

Then follow the README in the cloned directory.

Is m_flow actively maintained?

stalled — no commits for an extended period

//COMMENTS · 0

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Created2026-03-31

Updated2mo ago

Last commit2mo ago