# volcengine/OpenViking

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

- Magnitude: 3.0 out of 10 — Steady
- Stars: 40,863 total · +66 stars measured 2026-10-26, 00:15–10:50 UTC, ≈ 124 by evening
- Star trust: star growth looks organic
- Category: AI agents · Language: Python · License: AGPL-3.0 · Created: 2026-01-05 · Last push: 2026-10-26
- GitHub: https://github.com/volcengine/OpenViking · Homepage: https://openviking.ai · Page: https://gitnova.dev/en/r/volcengine/OpenViking

## 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

## Why it’s here

- 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.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 3,308
- Issues and pull requests: 6,467
- Watchers: 108
- Average over the last week: 88 per day
- Usual pace: 88 per day
- Latest release: python-sdk@0.1.17 (2026-10-26)

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-09-30 … 2026-10-29: 62, 49, 51, 38, 46, 64, 63, 61, 80, 113, 62, 84, 84, 89, 102, 106, 87, 77, 93, 93, 99, 88, 86, 77, 64, 78, 29, None, None, None

## Magnitude by day, last 14 days

09-26 2.3, 09-27 2.4, 10-15 3.0, 10-16 3.3, 10-17 3.0, 10-18 3.1, 10-19 3.4, 10-20 3.2, 10-21 3.1, 10-22 3.0, 10-23 3.2, 10-24 2.9, 10-25 2.6, 10-26 3.0

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-10-26 11:01 UTC, updated every 30 minutes.