GitNova

GitHub seismograph — discoveries and growing interest

MemPalace/mempalace

AI agentsPython#ai#chromadb#llm#mcp#memory
Total stars
60,130
Today
+8since 10:49 UTC
Open on GitHub My finds →
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The best-benchmarked open-source AI memory system. And it's free.

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About the project

Local-first AI memory system that stores conversation history verbatim and retrieves it via semantic search, with a structured index of wings, rooms and drawers. Pluggable backend (ChromaDB by default), MCP server, no API calls.

Useful for
  • Wire MemPalace as an MCP server into Claude Code to recall past sessions
  • Mine a project directory to index its content for scoped semantic search
  • Run the Docker image to keep a persistent palace under a mounted volume

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

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

Star growth looks organic. Data as of October 30, 2026, 12:29 UTC.

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

Stars per day

0200400August 2, 2026October 30, 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

  • Star-counter measurements on 2026-10-30 (UTC), 10:49–12:16: 60122 → 60130 stars (+8). This is the change over that interval.
  • Estimated end-of-day forecast: about +89 stars, using observed gains and the previous day.
  • Over the last two days the pace is 10× that of the previous week and a half.
  • GitHub Trending Python today: #3, +357 stars.
  • About 25 forks a day — people are taking the code.

Measured growth: the last 7 completed days

New stars over 7 days: 438. +174% versus the preceding 7 days.

Daily measurements · UTC
October 23, 2026
15
October 24, 2026
14
October 25, 2026
20
October 26, 2026
15
October 27, 2026
21
October 28, 2026
19
October 29, 2026
334

Largest measured day in the last 30 days: 334 · October 29, 2026. Days with data: 30.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 30, 2026, 12:28 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
60,130
Today
+8 stars measured 2026-10-30, 10:49–12:16 UTC, ≈ 89 by evening
Forks
7,615
Issues and pull requests
2,821
Watchers
314
Language
Python
License
MIT
Latest release
v3.11.0 · October 14, 2026
Created
April 5, 2026
Last push
October 30, 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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Paste it into your README — the badge shows the current magnitude and links to this page.

GitNova: 6.1
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