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](./LICENSE) [ [](https://pepy.tech/projects/memory-plus)
A lightweight, local Retrieval-Augmented Generation (RAG) memory store for MCP agents. Memory-Plus lets your agent record, retrieve, update, and visualize persistent "memories"—notes, ideas, and session context—across runs.
🏆 First Place at the Infosys Cambridge AI Centre Hackathon!
- Record Memories：Save user data, ideas, and important context.
- Retrieve Memories：Search by keywords or topics over past entries.
- Recent Memories：Fetch the last N items quickly.
- Update Memories：Append or modify existing entries seamlessly.
- Visualize Memories：Interactive graph clusters revealing relationships.
- File Import (since v0.1.2)：Ingest documents directly into memory.
- Delete Memories (since v0.1.2)：Remove unwanted entries.
- Memory for Memories (since v0.1.4)：Now we use
resourcesto teach your AI exactly when (and when not) to recall past interactions. - Memory Versioning (since v0.1.4)：When memories are updated, we keep the old versions to provide a full history.
Works with Claude (desktop and mobile), Cursor, Windsurf, VS Code, and any MCP-compatible AI app.
Category: Developer Tools
Don't lose this
Three weeks from now, you'll want Memory-Plus again. Will you remember where to find it?
Save it to your library and the next time you need Memory-Plus, it’s one tap away — from any AI app you use. Group it into a bench with the rest of the team for that kind of task and you can pull the whole stack at once.
⚡ Pro tip for geeks: add a-gnt 🤵🏻♂️ as a custom connector in Claude or a custom GPT in ChatGPT — one click and your library is right there in the chat. Or, if you’re in an editor, install the a-gnt MCP server and say “use my [bench name]” in Claude Code, Cursor, VS Code, or Windsurf.
a-gnt's Take
Our honest review
This plugs directly into your AI and gives it new abilities it didn't have before. Memory-Plus. Once connected, just ask your AI to use it. It's completely free and works across most major AI apps. This one just landed in the catalog — worth trying while it's fresh.
Tips for getting started
Tap "Get" above, pick your AI app, and follow the steps. Most installs take under 30 seconds.
What's New
Imported from awesome:wong2/awesome-mcp-servers
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