Devtoolwatch BoardMemori review
Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems. Built for enterprise, Memori works with the data infrastructure you already run, no rip-and-replace, and deploys across managed cloud, single-tenant cloud, VPC, and on-premises.
- 17.3kGitHub stars
- +153new stars, week of Oct 25
- 3.8kdownloads a week, +1% vs 4-week avg
- #16in Model SDKs and gateways this week
Memori at a glance
- Category
- Model SDKs and gateways
- Website
- memorilabs.ai
Is Memori growing? Usage data
In the week of Oct 25–31, 2026, Memori ranked #269 on the Devtoolwatch Board and #16 in Model SDKs and gateways, with a momentum score of 35 out of 100. Its main package had 3.8k downloads that week, +1% against its own 4-week average.
Show the weekly numbers
| Week of | New stars |
|---|---|
| Aug 9, 2026 | 381 |
| Aug 16, 2026 | 97 |
| Aug 23, 2026 | 97 |
| Aug 30, 2026 | 189 |
| Sep 6, 2026 | 245 |
| Sep 13, 2026 | 186 |
| Sep 20, 2026 | 134 |
| Sep 27, 2026 | 131 |
| Oct 4, 2026 | 111 |
| Oct 11, 2026 | 24 |
| Oct 18, 2026 | 18 |
| Oct 25, 2026 | 153 |
The Board ranks tools by four signals each week: new stars, new stars for the repo's size, added downloads and download growth beyond the market. How the ranking works.
Memori alternatives
Other LLM SDKs and gateways on the Board in the week of Oct 25–31, 2026, by momentum:
| Rank | Tool | Stars | Downloads/wk |
|---|---|---|---|
| #1 | thinking-orbsthinking-orbs is a React library of dotted, animated thought-orb loading indicators for AI and agent user interfaces. | 3.9k | 1.4M |
| #2 | HeadroomHeadroom compresses tool outputs, logs, files, and RAG chunks locally before they reach the LLM, as a library, proxy, or MCP server. | 78.5k | 125.8k |
| #3 | LiteLLMLiteLLM is an open source AI gateway and Python SDK that calls 100+ LLM providers through one OpenAI-format interface. | 62.5k | 23.1M |
| #4 | Honcho Memory library for building stateful agents | 7.9k | – |
| #5 | Anthropic SDKAnthropic SDK is the official Python library for calling the Claude API from Python applications. | 4k | 111M |
| #6 | Hugging Face HubHugging Face Hub is the official CLI and Python client for downloading, uploading and managing models, datasets and Spaces on the… | 4k | 68.3M |
Memori FAQ
How popular is Memori?
Memori has 17.3k GitHub stars as of Nov 1, 2026. It gained 153 new stars in the week of Oct 25–31, 2026, against a 12-week average of 147 a week. Its main package had 3.8k downloads that week, +1% against its own 4-week average. That made it #16 among LLM SDKs and gateways on the Devtoolwatch Board.
What are the best alternatives to Memori?
Other LLM SDKs and gateways on the Devtoolwatch Board in the week of Oct 25–31, 2026, by momentum: thinking-orbs (#1), Headroom (#2), LiteLLM (#3), Honcho (#4), Anthropic SDK (#5). The alternatives table above has their numbers.
Sources
Memori README badge
Maintainers can show the tool's weekly Board rank in their README:
[](https://index.devtoolwatch.com/tools/memorilabs-memori/)How this page is made: Devtoolwatch writes each review from the project's README, releases, package metadata and website, with an AI model, then checks every claim against the source it cites and drops what the sources don't support. The numbers come from Devtoolwatch's daily GitHub snapshots, GitHub's stargazer history, and the npm and PyPI download APIs. Spotted an error? Email [email protected].