From cd9d4649bfcc4212d4b497e1c234a3ebaab67522 Mon Sep 17 00:00:00 2001 From: Dhravya Shah Date: Sat, 28 Feb 2026 15:45:27 -0800 Subject: [PATCH] Revise README for clarity and updated links Updated the README to clarify the functionality of Supermemory and modified links for Discord and user setup. Added information about the Supermemory App and its plugins. --- README.md | 62 ++++++++++++++++++++++++++++++++++++++++++++----------- 1 file changed, 50 insertions(+), 12 deletions(-) diff --git a/README.md b/README.md index d93814c6..16288559 100644 --- a/README.md +++ b/README.md @@ -7,14 +7,14 @@

- State-of-the-art memory for AI. + State-of-the-art memory and context engine for AI.

Docs · Quickstart · Dashboard · - Discord + Discord

@@ -25,7 +25,9 @@ --- -Supermemory is the memory and context layer for AI. **#1 on [LongMemEval](https://github.com/xiaowu0162/LongMemEval), [LoCoMo](https://github.com/snap-research/locomo), and [ConvoMem](https://github.com/Salesforce/ConvoMem)** — the three major benchmarks for AI memory. +Supermemory is the memory and context layer for AI. **#1 on [LongMemEval](https://github.com/xiaowu0162/LongMemEval), [LoCoMo](https://github.com/snap-research/locomo), and [ConvoMem](https://github.com/Salesforce/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. @@ -49,11 +51,11 @@ It automatically learns from conversations, extracts facts, builds user profiles

🧑‍💻 I use AI tools

-Give Claude, Cursor, or any MCP-compatible AI assistant **persistent memory across every conversation**. +Build 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. -**[→ Jump to MCP setup](#give-your-ai-memory-mcp)** +**[→ Jump to User setup](#give-your-ai-memory)** @@ -72,11 +74,35 @@ No vector DB config. No embedding pipelines. No chunking strategies. --- -## Give your AI memory (MCP) +## Give your AI memory -The Supermemory MCP server gives any compatible AI assistant persistent memory. One install, and your AI remembers you. +The Supermemory App, browser extension, plugins and MCP server gives any compatible AI assistant persistent memory. One install, and your AI remembers you. -### Quick install +### The app + +You can use supermemory without any code, by using our consumer-facing app for free. + +Start at https://app.supermemory.ai + +image + +It also comes with an agent embedded inside, which we call Nova. + +### Supermemory Plugins + +Supermemory comes built with Plugins for Claude Code, OpenCode and OpenClaw. + +image + +These plugins are implementations of the supermemory API, and they are open source! + +You can find them here: + +- Openclaw plugin: https://github.com/supermemoryai/openclaw-supermemory +- Claude code plugin: https://github.com/supermemoryai/claude-supermemory +- OpenCode plugin: https://github.com/supermemoryai/opencode-supermemory + +### MCP - Quick install ```bash npx -y install-mcp@latest https://mcp.supermemory.ai/mcp --client claude --oauth=yes @@ -84,6 +110,8 @@ npx -y install-mcp@latest https://mcp.supermemory.ai/mcp --client claude --oauth Replace `claude` with your client: `cursor`, `windsurf`, `vscode`, etc. +Read more about our MCP here - https://supermemory.ai/docs/supermemory-mcp/mcp + ### What your AI gets | Tool | What it does | @@ -279,6 +307,16 @@ We also built **[MemoryBench](https://supermemory.ai/docs/memorybench/overview)* bun run src/index.ts run -p supermemory -b longmemeval -j gpt-4o -r my-run ``` +### Benchmarking your own memory solution + +We provide an Agent skill for companies to benchmark their own context and memory solutions against supermemory. + +``` +npx skills add supermemoryai/memorybench +``` + +Simply run this and do `/benchmark-context` - Supermemory will automatically do the work for you! + --- ## How memory works under the hood @@ -290,13 +328,13 @@ Your app / AI tool │ ├── Memory Engine Extracts facts, tracks updates, resolves contradictions, │ auto-forgets expired info - ├── User Profiles Static facts + dynamic context, always fresh + ├── User Profiles Static facts + dynamic context built from engine, always fresh ├── Hybrid Search RAG + Memory in one query ├── Connectors Real-time sync from Google Drive, Gmail, Notion, GitHub... └── File Processing PDFs, images, videos, code → searchable chunks ``` -**Memory is not RAG.** RAG retrieves document chunks — stateless, same results for everyone. Memory extracts and tracks *facts about users* over time. It understands that "I just moved to SF" supersedes "I live in NYC." Supermemory runs both together by default, so you get knowledge base retrieval *and* personalized context in every query. +**Memory is not RAG.** RAG retrieves document chunks — stateless, same results for everyone. Memory extracts and tracks *facts about users* over time. It understands that "I just moved to SF" supersedes "I live in NYC." Supermemory runs both together by default, so you get knowledge base retrieval *and* personalized context in every query. Read more about this here - https://supermemory.ai/docs/concepts/memory-vs-rag **Automatic forgetting.** Supermemory knows when memories become irrelevant. Temporary facts ("I have an exam tomorrow") expire after the date passes. Contradictions are resolved automatically. Noise never becomes permanent memory. @@ -308,8 +346,8 @@ Your app / AI tool - 🚀 [Quickstart](https://supermemory.ai/docs/quickstart) - 🧪 [MemoryBench](https://supermemory.ai/docs/memorybench/overview) - 🔌 [Integrations](https://supermemory.ai/docs/integrations) -- 💬 [Discord](https://discord.gg/supermemory) -- 𝕏 [Twitter](https://twitter.com/supermaborai) +- 💬 [Discord](https://supermemory.link/discord) +- 𝕏 [Twitter](https://twitter.com/supermemory) ---