Engram MCP server

Engram is a memory helper for your AI. It lets your AI remember things you told it in earlier chats, like your preferences, decisions, and facts about your work. It is handy for anyone who is tired of repeating the same background information every time they start a new conversation.

What this MCP server does

You tell your AI something worth keeping, like a preference or a decision you made. Your AI passes that note to Engram, which saves it in a small local database on your computer. Later, when you ask a related question, your AI asks Engram to search its notes and gets the most relevant ones back. Engram also watches for secrets like passwords or keys and blocks them before they get saved. Over time it cleans up duplicates and flags notes that contradict each other.

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What you can do with it

• Store facts, preferences, decisions, and outcomes your AI should remember
• Recall relevant memories when you ask a question in a later chat
• Search memories by category, tag, or time period
• Vote a memory as helpful or unhelpful so recall improves
• Delete a specific memory you no longer want kept
• Export a tidy block of context to paste into a system prompt
• Detect and block secrets like API keys before they are saved

Try asking your AI

• “Remember that our team uses JWT tokens with 24-hour expiry.”
• “What authentication approach did we decide on?”
• “Forget the note about the old database password.”
• “Give me a short summary of everything you remember about this project.”

What it gives back to you

You get answers in plain chat, drawn from your saved notes. When your AI recalls something, it usually shows the memory text and sometimes the category or confidence. Lists of memories come back as short items you can read. When it saves or deletes something, it tells you what it did.

Before you start

Who it's for

People who use an AI assistant every day for work and want it to remember their project details, preferences, and past decisions without repeating themselves.