FlowElement-xinliuyuansu/m_flow
A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.
Latest metrics (snapshot 2026-10-14)
| stars | 4512 |
|---|---|
| forks | 256 |
| issues | 13 |
| pushed_at | 2026-09-01T22:13:08Z |
History
History chart: 1 daily snapshot so far (archive started 2026-10-14). The line fills in as the daily archive grows; full series via the API.
| Date | GitHub stars |
|---|---|
| 2026-10-14 | 4512 |
ADC Momentum: 39/100
| Growth velocity | 61 |
|---|---|
| Consistency | 49 |
| Recency | 12 |
| Agent demand | 0 |
| Basis | bootstrap |
ADC Momentum (0-100) = 45% growth velocity (stars/likes gained per day in our daily archive, relative and absolute, percentile-ranked within the category) + 20% consistency (share of recent days with growth) + 20% recency (latest push/update/release, decaying) + 15% agent demand (how often AI agents looked it up via our API/MCP this week). MCP servers use release cadence; LLMs use price cuts, context and recency. Recomputed daily; scores marked "bootstrap" use lifetime rates until the archive has enough days. Method
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[](https://agentdataco.com/repo/FlowElement-xinliuyuansu/m_flow)<a href="https://agentdataco.com/repo/FlowElement-xinliuyuansu/m_flow"><img src="https://agentdataco.com/badge/repo/FlowElement-xinliuyuansu/m_flow.svg" alt="ADC Momentum"></a>Details
| description | A bio-inspired cognitive memory engine — a new paradigm for Graph RAG. |
|---|---|
| url | https://github.com/FlowElement-xinliuyuansu/m_flow |
| language | Python |
| license | Apache-2.0 |
| topics | agent-memory agentic-ai ai-reasoning episodic-memory graph-database knowledge-graph llm long-term-memory mcp memory-engine python rag |
| created_at | 2026-03-31T08:36:50Z |
| homepage | https://flowelement.ai |
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