MuscleMemory
Give AI agents memory of what actually worked
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AI agents solve problems, forget what worked, and repeat the same work. MuscleMemory fixes that. It's an open-source procedural memory layer that turns successful agent runs into reusable, test-verified skills. Skills require repeated passing tests and human approval before reuse. Failed attempts become warnings, not trusted solutions. Works with Claude Code, Codex, Cursor, and MCP-compatible agents. In Benchmarks: 30% fewer tool calls, 25% fewer input tokens, with the same task success rate.
PH · launched Oct 17, 2026 · 2 upvotes (top 22%) · 0 views
Niche: ai agent memory infrastructure · 350 launches, 16 in the last 7 days ▼ -27% · Explore this niche →
Category and tags
- Horizontal
- Data infrastructure
- Developer
- AI-native
- Commercial product
- Open Source
- Developer Tools
- Artificial Intelligence
- GitHub
Visit website ↗ Source listing ↗
More like this: all 350 launches in ai agent memory infrastructure →
Could you build this?
Yes It is an agent procedural memory and evaluation wrapper that logs successful execution traces, runs validation test suites, and stores approved routines in a database or vector store.
Competitors
Other products that read as similar to this one : 768 launches clear the similarity bar, closest 8 shown.
Attention rank: #200 of 769 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 348 days after the earliest competitor.
- MuscleMemory · hn · 2026-10-25 · 7 upvotes · similarity 0.59
- RepoMemory · ph · 2026-11-03 · 1 upvotes · similarity 0.57
- LinearMemory: AI Memory Explorer · ph · 2026-09-06 · 2 upvotes · similarity 0.55
- Memorable: graph procedural memory for AI agents. Stop re-teaching your agents! · yc · 2026-09-17 · 17 upvotes · similarity 0.54
- Remembrane · hn · 2026-08-07 · 13 upvotes · similarity 0.54
- tensemem · ph · 2026-10-27 · 33 upvotes · similarity 0.54
- YourMemory, persistent memory layer with temporal reasoning for agents · hn · 2026-05-25 · 9 upvotes · similarity 0.53
- AgentMemory · github · 2026-10-18 · 22 upvotes · similarity 0.52
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.