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GitHub seismograph — discoveries and growing interest

MemTensor/MemOS

AI agentsTypeScript#agent#llm#memory#long-term-memory#memory-management
Total stars
11,603
Today
+1
Open on GitHub My finds →
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Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings and DeepSeek Harness support.

Save to My finds to follow releases and star growth. Saved in this browser.

About the project

MemOS is a memory operating system for LLMs and AI agents: a unified API to store, retrieve and manage long-term memory (text, images, tool traces, personas) with hybrid retrieval and cross-task skill reuse.

Useful for
  • Add long-term memory to an agent via Cloud API or local plugin
  • Connect memory to DeepSeek Harness, Hermes Agent or OpenClaw
  • Self-host the memory service on Neo4j and Qdrant via docker compose

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →

1.2 Cooling Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of September 27, 2026, 10:46 UTC.

The star-growth assessment does not verify whether the project is safe to run.

Stars per day

02550August 5, 2026November 2, 2026

Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.

Why it’s trending

  • 1 star so far today, about 4 expected by the end of the day.

Measured growth: the last 7 completed days

The full 7-day window is unavailable; no weekly total or comparison is calculated.

Daily measurements · UTC
October 26, 2026
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October 27, 2026
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October 28, 2026
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October 29, 2026
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October 30, 2026
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October 31, 2026
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November 1, 2026
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Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: September 27, 2026, 10:46 UTC. Sources and measurement limits →

Three GitHub discoveries in each edition

What they do, why they are gaining interest, and what to check before using them.

Editions at 10:00, 16:00, 22:00 MSK.

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Numbers

Total stars
11,603
Today
+1 star on 2026-09-27 (UTC), ≈ 4 by evening
Forks
1,061
Issues and pull requests
2,304
Watchers
53
Language
TypeScript
License
Apache-2.0
Latest release
v2.0.34 · September 23, 2026
Created
July 6, 2025
Last push
September 23, 2026

Star trust

Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

Spotted in
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