# unibaseio/membase

> Memory layer for AI agents: Python and TypeScript SDKs, a CLI and an MCP server so one memory is shared across all the models and tools you use.

- Magnitude: 0.8 out of 10 — Steady
- Stars: 27 total · +3 stars measured 2026-10-15, 00:32–07:39 UTC, ≈ 6 by evening
- Star trust: star growth looks organic
- Category: AI agents · Language: Python · Created: 2025-03-31 · Last push: 2026-10-14
- GitHub: https://github.com/unibaseio/membase · Homepage: https://membase.ai · Page: https://gitnova.dev/en/r/unibaseio/membase

## Useful for

- Connect shared memory to Claude Code, Cursor and Codex via MCP
- Import chat exports from Claude or ChatGPT into one memory store
- Separate memory into containers per project and search across them

## Why it’s here

- Star-counter measurements on 2026-10-15 (UTC), 00:32–07:39: 24 → 27 stars (+3). This is the change over that interval.
- Estimated end-of-day forecast: about +5 stars, using observed gains and the previous day.
- New listing on glama.

## 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: 8
- Issues and pull requests: 6
- Watchers: 1
- Average over the last week: 1 per day
- Usual pace: 0 per day
- Stars in the last hour (measured): 1

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

2026-09-16 … 2026-10-15: 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 3

## Magnitude by day, last 2 days

10-14 0.0, 10-15 0.8

## Spotted in now

- New listing on glama

## Similar by description

1. **topoteretes/cognee** — 3.6 · Steady · AI agents · Python · +27 stars measured 2026-10-15, 00:23–07:30 UTC, ≈ 90 by evening
   Open-source AI memory platform for agents: turns documents, code, and conversations into a self-hosted knowledge graph agents can search and reuse across sessions. Runs locally on free small models with no API key required.
   Full card: https://gitnova.dev/en/r/topoteretes/cognee.md

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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 2026-10-15 07:41 UTC, updated every 30 minutes.