I
I made an open-source memory layer for agents
Hacker NewsI made an open-source memory layer for agents
Store memories, auto-extract entities and relationships, search semantically. MCP server + REST API + SDKs. Self-hostable, cloud option, MIT license.
Share cardActual performance
8points
Made the leaderboard
Launch Intel predictions
Analyze your own launch →
Product HuntOn track for Day 1 leaderboard · Strong signals: agents, agent, mcp · Missing: mac, macos, cursor90%90% predicted probability of success on Product Hunt, based on ML models trained on real launch data.
best fitHighest predicted score across all platforms for this description.
BetaListSuited for BetaList early-adopters · Missing: web3, chat, crypto58%58% predicted probability of success on BetaList, based on ML models trained on real launch data.
Indie HackersFits the IH revenue-focused audience · Missing: supports, reddit linkedin, podcasting51%51% predicted probability of success on Indie Hackers, based on ML models trained on real launch data.
Hacker NewsMay not resonate with HN audience · Strong signals: io · Missing: https docs, excited, just released49%49% predicted probability of success on Hacker News, based on ML models trained on real launch data.
nativeThis product was originally launched on this platform.
TrustMRRLess likely to generate early MRR · Missing: mobile apps, ios, personal42%42% predicted probability of success on TrustMRR, based on ML models trained on real launch data.
Acquire.comPre-revenue stage for this audience · Missing: arr, mrr, revenue20%20% predicted probability of success on Acquire.com, based on ML models trained on real launch data.
AppSumoMay struggle as an AppSumo deal · Strong signals: host · Missing: plus, platform, intuitive20%20% predicted probability of success on AppSumo, based on ML models trained on real launch data.
Incorrect prediction on native model
Similar products
Ri
Rivora – An open-source memory layer for engineering tools53%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
Rivora – An open-source memory layer for engineering tools
Hacker News3Op
Open-source agent memory layer, 96% on LongMemEval, local-first39%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
Open-source agent memory layer, 96% on LongMemEval, local-first
Hacker News1Memlin48%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
Governed Agent-agnostic Memory Layer.
Indie Hackerscommitment-side-projectCo
Continuum – an open, local-first memory layer for your Mac39%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
Continuum – an open, local-first memory layer for your Mac
Hacker News3An
An on-chain memory layer for X33%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
An on-chain memory layer for X
Hacker News2
Memoripy74%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
AI memory layer for smarter agents
Product Hunt+15Ae
Aegis Memory – Open-source memory layer for multi-agent AI systems47%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
Aegis Memory – Open-source memory layer for multi-agent AI systems
Hacker News1Bu
Built a memory layer that stops AI agents from forgetting everything39%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
Built a memory layer that stops AI agents from forgetting everything
Hacker News13Cl
ClawFinder, an open-source discovery and negotiation layer for agents45%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
ClawFinder, an open-source discovery and negotiation layer for agents
Hacker News5Ro
Roids – Open Source Steroids for your Agents61%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
Roids – Open Source Steroids for your Agents
Hacker News2