Top AI Repos — open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.
| Date | Stars |
|---|---|
| 2026-07-31 | 261 |
| 2026-08-11 | 262 |
| 2026-08-18 | 263 |
| 2026-08-20 | 263 |
| 2026-08-21 | 263 |
| 2026-08-25 | 264 |
| 2026-08-27 | 264 |
| 2026-08-28 | 265 |
| 2026-08-30 | 266 |
| 2026-09-01 | 265 |
| 2026-09-02 | 265 |
| 2026-09-08 | 266 |
| 2026-09-10 | 267 |
| 2026-09-14 | 268 |
| 2026-09-20 | 269 |
Today
+1 stars today
This week
+2 stars this week
This month
+6 stars this month
Momentum
11.0
growth rate 0.75%/day
<!-- mcp-name: io.github.sachitrafa/yourmemory -->
<div align="center">
<img src="logo.svg.png" alt="YourMemory" width="110" /><br>
<h1>YourMemory</h1>
### Your AI has the memory of a goldfish. Not anymore.
**Persistent, self-improving memory for AI agents — built on the science of how humans remember.**
[](https://pypi.org/project/yourmemory/)
[](https://pypi.org/project/yourmemory/)
[](https://pypi.org/project/yourmemory/)
[](https://creativecommons.org/licenses/by-nc/4.0/)
[](https://github.com/sachitrafa/YourMemory)
[](BENCHMARKS.md)
[](BENCHMARKS.md)
[](BENCHMARKS.md)
[](https://modelcontextprotocol.io)
<br>
**[▶ Try the live interactive demo](https://sachitrafa.github.io/YourMemory/marketing/interactive.html)** · **[Website](https://yourmemoryai.xyz)** · **[Benchmarks](BENCHMARKS.md)**
</div>
---
## The problem
Every morning your AI agent treats you like a stranger. Same context re-explained. Same preferences forgotten. Every session starts from zero.
Most "memory" tools bolt a vector database onto an agent and call it done — but that's just **storage**. It hoards every near-duplicate until retrieval drowns in noise. A goldfish with a bigger bowl.
**YourMemory is different: memory that works like a brain, not a database.**
```mermaid
flowchart LR
A["🧠 You tell your<br/>AI something"] --> B["Extract durable<br/>facts"]
B --> C["Dedup + embed<br/>+ graph-link"]
C --> D[("Memory<br/>store")]
D -->|"related facts pile up"| E["✨ Consolidate<br/>N → 1 summary"]
D -->|"stale + unused"| F["📉 Decay<br/>+ prune"]
D -->|"new session"| G["♻️ Recall<br/>hybrid + graph"]
E --> D
G --> H["🤖 Your agent<br/>picks up where<br/>it left off"]
style D fill:#0a2540,stroke:#19cdff,color:#fff
style E fill:#0c2b3a,stroke:#5eead4,color:#fff
style H fill:#0c2b3a,stroke:#19cdff,color:#fff
```
---
## ✨ What makes it different
| | Feature | What it does |
|---|---|---|
| 🧠 | **Consolidation** | When enough related facts accumulate, they're compressed into one clean summary and the originals are archived. Memory gets **sharper over time, not bloated**. |
| 📉 | **Biological decay** | Every memory ages on an **Ebbinghaus forgetting curve**. Stale, unused facts fade; important and frequently-recalled ones persist. |
| 🔗 | **Entity graph** | Memories link by shared people, places, and concepts — so recall surfaces what you *forgot to ask for*. |
| ♻️ | **Survives context resets** | When the context window compacts, YourMemory hands the working context back — no re-reading files to figure out where you were. |
| 🔒 | **Tamper-evident audit trail** | Every read / write / delete is logged in a **hash-chained** ledger. Alter one record and the chain breaks. |
| 👥 | **Team memory pools** | Role-based shared memory, so a whole team's agents draw on the same institutional knowledge — with private memories kept private. |
| 🛡️ | **Data rights built in** | One-command **export** (right to access) and **right-to-forget** (purge), plus SOC 2-aligned controls. |
| 🔌 | **MCP-native & local-first** | Works with Claude, Cursor, Cline, Windsurf, or any MCP client. Runs entirely on your machine — no API key, nothing leaves your system. |
> One command to install. DuckDB by default (zExcerpt of 20,000 characters
Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:32a39c7472a16275, topic:mcp, topic:model-context-protocol, topic:mcp-server
matched fp:32a39c7472a16275, topic:rag, topic:memory