# gh9ko8y/graphmemory

> A bitemporal memory service for AI agents: facts with two time axes, a six-variable importance/decay model, TTL expiry, deduplication, and competitive retrieval on top of Graphiti, Neo4j, PostgreSQL and Redis.

- Magnitude: 3.3 out of 10 — Early signal
- Stars: 138 total · +8 stars measured 2026-11-02, 11:38–14:05 UTC, ≈ 19 by evening
- Star trust: star growth looks organic
- Category: AI agents · Language: Python · License: MIT · Created: 2026-10-30 · Last push: 2026-10-30
- GitHub: https://github.com/gh9ko8y/graphmemory · Page: https://gitnova.dev/en/r/gh9ko8y/graphmemory

## Useful for

- Connect the MCP server to an agent so it accumulates and forgets facts about a user
- Configure TTL and time gradients so temporary states and promises expire automatically
- Run memory_dedupe and memory_forget to clean semantic duplicates and stale facts

## Why it’s here

- Star-counter measurements on 2026-11-02 (UTC), 11:38–14:05: 130 → 138 stars (+8). This is the change over that interval.
- Estimated end-of-day forecast: about +19 stars, using observed gains and the previous day.
- The repository is 3 days old and already has 138 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Top new repositories this week: #192.

## 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: 2
- Issues and pull requests: 0
- Watchers: 0
- Average over the last week: 33 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 4

## Stars per day, last 4 days (oldest → newest, today is partial)

2026-10-30 … 2026-11-02: 20, 47, 47, 8

## Spotted in now

- Top new repositories this week: #192

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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 2026-11-02 14:18 UTC, updated every 30 minutes.