Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems.
Python · active 2025-08-15 → 2026-07-31 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 351 days from 2025-08-15 to 2026-07-31. Pushes: 893 total, peak 32 in a day. Pull requests: 681 total, peak 17 in a day. Issues: 435 total, peak 37 in a day. Comments: 999 total, peak 32 in a day. Stars: 2,074 total, peak 39 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| sscargal | 780 | 178 | 127 | 156 |
| edwinyyyu | 527 | 85 | 84 | 181 |
| o-love | 381 | 202 | 56 | 47 |
| malatewang | 343 | 107 | 21 | 103 |
| jealous | 340 | 132 | 41 | 58 |
| Copilot | 319 | 12 | 1 | 180 |
| dependabot[bot] | 178 | 15 | 151 | 12 |
| jgong | 135 | 11 | 19 | 32 |
| tianAndrew | 131 | 62 | 25 | 21 |
| SarahScargall | 126 | 9 | 51 | 20 |
| mwqgithub | 62 | 16 | 17 | 10 |
| github-actions[bot] | 53 | 5 | 4 | 16 |
| gauri-nagavkar-memverge | 51 | 5 | 9 | 11 |
| Tianyang-Zhang | 47 | 30 | 3 | 7 |
| svetly-todorov | 46 | 3 | 0 | 19 |
| ChristianKniep | 45 | 0 | 11 | 20 |
| dxu104 | 38 | 4 | 15 | 5 |
| tomw-mv | 28 | 2 | 1 | 8 |
| xiongzubiao | 28 | 5 | 6 | 10 |
| Charlie-Yi-2002 | 27 | 1 | 5 | 6 |
Recent activity
Latest issues, pull requests and releases
- Issue#640github-actions[bot]2026-06-25 05:36[Bug]: Semantic messages duplication
- Issue#1246github-actions[bot]2026-05-24 05:31[Feat]: Support for expanding the functionality of Retrieval Agents
- Issue comment#1246github-actions[bot]2026-05-24 05:31[Feat]: Support for expanding the functionality of Retrieval Agents
- Pull request#1431dependabot[bot]2026-05-22 19:47
- Pull request#1431dependabot[bot]2026-05-22 19:47
- Pull request#1420github-actions[bot]2026-05-20 00:07
- Pull request#1414Copilot2026-05-19 18:40
- Pull request#1400dependabot[bot]2026-05-18 02:22
- Pull request#1398dependabot[bot]2026-05-18 02:21
- Issue comment#1400Copilot2026-05-16 00:17Build(deps): Bump langchain-aws from 1.2.1 to 1.4.6
- Issue comment#1400sscargal2026-05-16 00:10Build(deps): Bump langchain-aws from 1.2.1 to 1.4.6
- Issue comment#1399Copilot2026-05-15 23:58Build(deps): Bump uvicorn from 0.40.0 to 0.46.0
- Pull request#1405edwinyyyu2026-05-15 23:54
- Issue comment#1344sscargal2026-05-13 23:13fix(langgraph): normalize episode type strings
- Issue comment#1337sscargal2026-05-13 22:32test(client): update filter_dict integration example
- Issue comment#1336sscargal2026-05-13 22:31docs: update remaining filter prefix examples
- Pull request#1336sscargal2026-05-13 22:31
- Issue#1181sscargal2026-05-13 20:14[Bug]: `memmachine-client` NPMJS package README and instructions need updating
- Issue comment#1387dependabot[bot]2026-05-12 01:15Build(deps-dev): Bump ty from 0.0.32 to 0.0.34
- Pull request#1400dependabot[bot]2026-05-12 01:14
- Pull request#1400dependabot[bot]2026-05-12 01:14
- Pull request#1399dependabot[bot]2026-05-12 01:13
- Pull request#1399dependabot[bot]2026-05-12 01:13
- Pull request#1399dependabot[bot]2026-05-12 01:13
- Pull request#1399dependabot[bot]2026-05-12 01:13
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 2,074 stars here means stars gained during the window, not the repo's star count.