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Project comparison
Memmachine vs crawl4ai
Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.
Memmachine
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.
Best matched with other agent tools.
3.1K
Stars
0
Weekly
57/100
Health
crawl4ai
Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key.
Best matched with other agent tools.
84.7K
Stars
0
Weekly
66/100
Health
Quick Take
Adoption
crawl4ai has the larger GitHub footprint with 84.7K stars.
Momentum
Memmachine is currently growing faster at 0 stars this week.
Maintenance
crawl4ai has the stronger automated maintenance signal at 66/100. This is not a security or fit verdict.
Side-by-side evidence
Use these signals to narrow your choice, then confirm setup, license, and fit upstream.
| Signal | Memmachine | crawl4ai |
|---|---|---|
| Evidence status | Needs recheck· 2026-08-17 05:12 UTC | Verified snapshot· 2026-10-04 09:19 UTC |
| GitHub stars | 3.1K | 84.7K |
| Weekly growth | 0 | 0 |
| Health score | Watch57/100 | Healthy66/100 |
| Contributors | 40 | 95 |
| Commits per week | 12.5 | 10.6 |
| Open issues | 94 | 226 |
| Language | Python | Python |
| License | Apache-2.0 | Apache-2.0 |
| Last commit | 2026-05-11 23:00 UTC | 2026-09-25 06:37 UTC |
| Last release | v0.3.8 | v0.9.4 |
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