Memory engine and app that is extremely fast, scalable. The Memory API for the AI era.
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Supermemory is an MCP server that memory engine and app that is extremely fast, scalable. The Memory API for the AI era. Its tool list has not been published yet over stdio, sse and http, requires no API key, and scores 51/100 on MCPpedia's security, maintenance and efficiency rubric.
Config is the same across clients — only the file and path differ.
{
"mcpServers": {
"supermemory": {
"url": "https://mcp.supermemory.ai/mcp"
}
}
}Are you the author?
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Supermemory is the memory and context layer for AI. #1 on LongMemEval, LoCoMo, and ConvoMem — the three major benchmarks for AI memory.
This server supports HTTP transport. Be the first to test it — help the community know if it works.
Five weighted categories — click any category to see the underlying evidence.
No known CVEs.
Checked install-mcp against OSV.dev.
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State-of-the-art memory and context engine for AI. And yes - you can use it as a company/personal brain.
Docs · Quickstart · Self-host · Dashboard · Discord
English · 简体中文
#1 on every major AI memory benchmark — LongMemEval, LoCoMo, and ConvoMem.
95% Recall@15 with a 99.4% context reduction · ~50ms user profiles.
Read the research →
Supermemory is the memory and context layer for AI. #1 on LongMemEval, LoCoMo, and ConvoMem — the three major benchmarks for AI memory.
We are a research lab building the engine, plugins and tools around it.
Your AI forgets everything between conversations. Supermemory fixes that.
It automatically learns from conversations, extracts facts, builds user profiles, handles knowledge updates and contradictions, forgets expired information, and delivers the right context at the right time. Full RAG, connectors, file processing — the entire context stack, one system.
| 🧠 Memory | Extracts facts from conversations. Handles temporal changes, contradictions, and automatic forgetting. |
| 👤 User Profiles | Auto-maintained user context — stable facts + recent activity. One call, ~50ms. |
| 🔍 Hybrid Search | RAG + Memory in a single query. Knowledge base docs and personalized context together. |
| 🔌 Connectors | Google Drive · Gmail · Notion · OneDrive · GitHub — auto-sync with real-time webhooks. |
| 📄 Multi-modal Extractors | PDFs, images (OCR), videos (transcription), code (AST-aware chunking). Upload and it works. |
All of this is in our single memory structure and ontology.
... View full README on GitHub
🧑💻 I use AI toolsBuild your own personal supermemory by using our app. Builds persistent memory graph across every conversation. Your AI remembers your preferences, projects, past discussions — and gets smarter over time. |
🔧 I'm building AI productsAdd memory, RAG, user profiles, and connectors to your agents and apps with a single API. No vector DB config. No embedding pipelines. No chunking strategies. |