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AI AgentsUpdated from GitHub

ThinkfleetAI/memmesh

Persistent, self-improving memory for AI agents. Local-first Rust memory engine with MCP support.

492517Rust64d old

Summary

Several healthy indicators are present. Check whether recent activity continues.

ThinkfleetAI/memmesh recorded 27 commits in the past 30 days, has 3 public contributors, and has averaged 7.7 stars a day since launch.

73

Repository health

46

Maintainer track record

88

Repository quality

65

Catalyst Score

Contributors

Public track record

ThinkFleetAI GitHub avatar
ThinkFleetAI

@ThinkfleetAI · Repository organization

46/100

This account has a limited public history, so the track-record score is less certain.

84 followers14 public repos2y history0 contributions
14 public repositories84 followers2 years of public history
rrader2890 GitHub avatar
rrader2890

@rrader2890 · Top contributor

6/100

This account has a limited public history, so the track-record score is less certain.

0 followers0 public repos1y history33 contributions
0 public repositories0 followers1 years of public history
rrader26 GitHub avatar
rrader26

@rrader26 · Top contributor

53/100

This account has a limited public history, so the track-record score is less certain.

0 followers183 public repos14y history6 contributions
183 public repositories0 followers14 years of public history
rrader26-sys GitHub avatar
rrader26-sys

@rrader26-sys · Top contributor

0/100

This account has a limited public history, so the track-record score is less certain.

0 followers0 public repos0y history1 contributions
0 public repositories0 followers0 years of public history

Score breakdown

How the Catalyst Score was calculated

Star growth since launch+11
Fork growth since launch+8
Freshness+2
30-day commit activity+12
Contributor breadth+5
Maintainer track record+6
Topic activity+4
Repository quality+7
Topic novelty+10
Risk penalty0

Activity

Recent repository activity

27

Commits · 30d

3

Public contributors

7.7

Lifetime stars/day

0

Pull requests · 90d

Findings

What we found

27 commits in the last 30 days

3 public contributors

0 issues and 0 pull requests opened in 90 days

9 documentation and structure checks passed

Related repositories

ai-agents · 0 created in the past 30 days

Risk review

What needs watching

No material structural red flags detected; monitor maintainer concentration

Public GitHub data cannot verify private work, employment claims, code security, or identity. Use the track-record score as research context, not proof of identity or trustworthiness.

Growth quality

Recent attention and maintainer concentration

Recent timestamps and contribution patterns help distinguish sustained adoption from a single headline number.

Contributor concentration

Top 3 public contributors

Top contributor share
83%
Top three share
100%
Contributors checked
3
Concentration
High

Shares use the contribution totals reported for the contributors checked, not private or unlinked activity.

Recent commit sample

Latest 40 commits

Unique authors
3
Verified commits
15%
Merge commits
15%
Median time between commits
22 min

Repository footprint

Default branch: main

Repository size
2.1 MB
Branches
3
Tags
3
Watchers
1
WikiIssue tracking

Deeper GitHub data

Delivery, collaboration, and project readiness

These metrics use the latest public records GitHub makes available for this repository.

Language composition

Share of detected source bytes

Rust79.8%
HTML13.6%
Python6.1%
PowerShell0.3%
Shell0.3%

Community readiness

GitHub community health 37%

README
License
Contributing guide
Code of conduct
Issue template
Pull request template

Pull request health

Latest 6 pull requests

Merge rate
100%
Median merge time
0.0 hours
Open
0
Stale over 30 days
0

Release cadence

Latest 3 release records

Latest release
v0.1.2
Published in 90 days
3
Median cadence
7.5 days
Asset downloads
7

CI reliability

Latest 19 workflow runs

Success rate
0%
Workflows represented
2
Failed runs
19
Median duration
0.4 min

Last checked

8/25/2026, 9:33:04 PM

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