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Project comparison
Scientific Agent Skills vs claude-mem
Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.
Scientific Agent Skills
Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 190,000+ scientists worldwide. 165 ready-to-use validated skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.
Best matched with other agent tools.
43.5K
Stars
+3.2K
Weekly
86/100
Health
claude-mem
Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More
Best matched with other agent tools.
95.8K
Stars
+13.4K
Weekly
95/100
Health
Quick Take
Adoption
claude-mem has the larger GitHub footprint with 95.8K stars.
Momentum
claude-mem is currently growing faster at +13.4K stars this week.
Maintenance
claude-mem has the stronger automated maintenance signal at 95/100. 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 | Scientific Agent Skills | claude-mem |
|---|---|---|
| Evidence status | Basic listing· 2026-10-04 09:18 UTC | Verified snapshot· 2026-10-04 09:19 UTC |
| GitHub stars | 43.5K | 95.8K |
| Weekly growth | +3.2K | +13.4K |
| Health score | Strong86/100 | Strong95/100 |
| Contributors | 51 | 122 |
| Commits per week | 14.5 | 30.1 |
| Open issues | 32 | 354 |
| Language | Python | JavaScript |
| License | MIT | Apache-2.0 |
| Last commit | 2026-09-02 16:25 UTC | 2026-10-04 09:15 UTC |
| Last release | v2.66.0 | v13.11.0 |
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