m_flow

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

Data confidence76/100
Source coverage58/100
Publish confidence69/100
Evidence checkedJul 31, 2026

Moderate-confidence page: useful public signals are present, but some evidence sources may be missing or stale.

Score Breakdown

Public signal read

?

How to read this

These bars are a reader-facing view of the ToolVitals evidence model. They summarize maintenance, shipping, confidence, and decay signals.

Activity
Recent commits, releases, changelog, package, and product-motion signals.
Reliability
Maintenance posture from recency, release evidence, availability, and repo signals.
Adoption
Public footprint from GitHub stars, forks, and watchers when available.
Sustainability
Longer-term posture combining health, activity, adoption, confidence, and decay risk.
ToolVitals60/100Health50/100Shipping57/100Zombie Risk15/100
Overall Score60Warning
Activity57
Reliability50
Adoption72
Sustainability62

Score History

Scores collected daily. More data points appear as the tracker runs.

About this tool

What ToolVitals knows about m_flow

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

This tool has an OSI-approved open-source license signal.

The tool is still alive, but signs of slower momentum are visible.

Source-visible projectAI Agent ToolsOSI-approved OSSScored Intelligence
Repository

GitHub Activity

PY
FlowElement-ai/m_flow
Stars4,421
Forks253
Watchers4,421
Open Issues17
Primary Language
Python
Last Commit
59 days ago
Releases 90d
0
Default Branch
main
License
Apache-2.0
Repository Status
Active repository
Evidence

Signal Quality

Data Confidence76/100Good
Source Coverage58/100Partial
Publish Confidence69/100Good

ConfidenceHigh-confidence score from multiple public signals.

Zombie RiskNo meaningful zombie signal right now.

How ToolVitals scores work
Openness

License Evidence

Class
OSI-approved OSS
License
Apache-2.0

This tool has an OSI-approved open-source license signal.

Sources

Tracked Sources

Profile

Classification

Category
Developer Tools
Use Case
AI Agent Tools
Openness
OSI-approved OSS
License
Apache-2.0
Tool Mode
Source-visible project
Score Model
Open Source Maintenance
Score Visibility
Scored Intelligence
Status
Warning
Maintainers

README Badge

Show this ToolVitals status in project docs.

Open badge SVG
Latest

Recent Updates

Tags
memoryragdataopen-sourceagent-memoryagentic-aiai-reasoningepisodic-memorygraph-databaseknowledge-graphllmlong-term-memorymcpmemory-enginepythonsemantic-memoryvector-searchgraph-rag

Recommended Alternatives

Top-ranked tools in the same use case by public ToolVitals evidence.

Mem0

Active · OSI-approved OSS

100

AutoGPT

Active · OSI-approved OSS

100

Haystack

Active · OSI-approved OSS

100

Some links are affiliate links. ToolVitals may earn a commission from qualifying purchases.