GitNova

GitHub seismograph — discoveries and growing interest

volcengine/OpenViking

AI agentsPython#context-database#agentic-rag#agent-memory#self-evolving#agent-plugins
Total stars
40,863
Today
+66since 00:15 UTC
Open on GitHub My finds →
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Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.

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About the project

Open-source context database for AI agents: stores knowledge, user memory and skills as a viking:// virtual filesystem with search and tiered context loading.

Useful for
  • Connect an agent via MCP so it remembers the user across sessions
  • Import a repository and search it with ov find and ov grep
  • Compile a session into a wiki, knowledge graph or report via ov compile

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

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

Star growth looks organic. Data as of October 26, 2026, 11:01 UTC.

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

Stars per day

05001,000August 1, 2026October 29, 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 2026-10-26 (UTC), 00:15–10:50: 40797 → 40863 stars (+66). This is the change over that interval.
  • Estimated end-of-day forecast: about +124 stars, using observed gains and the previous day.
  • About 8 forks a day — people are taking the code.

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 22, 2026
86
October 23, 2026
77
October 24, 2026
64
October 25, 2026
78
October 26, 2026
29
October 27, 2026
—
October 28, 2026
—

Largest measured day in the last 30 days: 113 · October 9, 2026. Days with data: 28.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 26, 2026, 11:01 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
40,863
Today
+66 stars measured 2026-10-26, 00:15–10:50 UTC, ≈ 124 by evening
Forks
3,308
Issues and pull requests
6,467
Watchers
108
Language
Python
License
AGPL-3.0
Latest release
[email protected] · October 26, 2026
Created
January 5, 2026
Last push
October 26, 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
README badge

Paste it into your README — the badge shows the current magnitude and links to this page.

GitNova: 3.0
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