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Engram MCP Server

@lumetra-io

Repository

Basic information

Category

Memory & Knowledge

Last updated

Transports

stdio

Author

lumetra-io

Submitted by

Jacob Davis

About Engram MCP Server

Give your AI agents a memory they can trust. Engram lets your AI remember past conversations, facts, and decisions, so it feels more like a real teammate.

#memory#rag

Engram MCP Server config

Add this server to your MCP-compatible client using the configuration below.

{
  "mcpServers": {
    "engram": {
      "url": "https://engram.lumetra.io",
      "headers": {
        "X-API-Key": "<your-api-key>"
      }
    }
  }
}

Engram MCP Server tools

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Overview

What is Engram Mcp Server?

Engram Mcp Server is a hosted MCP (Model Context Protocol) server that gives AI agents reliable, persistent memory. It allows agents to remember past conversations, facts, and decisions, making them feel more like real teammates. The service is provided by Lumetra and is free during public beta with no credit card required.

How to use Engram Mcp Server?

To use Engram Mcp Server, sign up at lumetra.io to get an API key, then configure your MCP client (e.g., Claude Code, Windsurf, Cursor) with the server URL https://engram.lumetra.io and your API key in the appropriate config file or command. After restarting the client, the agent will have access to memory tools like store_memory, search_memories, and delete_by_event.

Key features of Engram Mcp Server

  • Provides reliable, persistent memory for AI agents
  • Works with Claude Code, Windsurf, Cursor, and other MCP clients
  • Built-in tools for storing, searching, and deleting memories
  • Includes explain_retrieval to show why results were chosen
  • No local installation required – fully hosted service

Use cases of Engram Mcp Server

  • Support workflows that carry forward prior ticket context and follow‑ups
  • Code reviews that remember ADRs, brittle areas, and post‑mortems
  • Shared metric definitions with approved joins and SQL snippets
  • Consistent on‑brand content by centralizing voice and approved claims

Frequently asked questions

1

Is Engram Mcp Server free to use?

Yes, it is free during the public beta and does not require a credit card.

2

Do I need to install anything locally?

No. Engram is a hosted service running at `https://engram.lumetra.io`; there is no local installation required.

3

Which MCP clients are supported?

The README provides configuration examples for Claude Code, Windsurf, and Cursor. It also notes that other MCP clients are supported via the same configuration pattern.

4

What memory tools are available?

The tools include: `store_memory`, `store_memories`, `search_memories`, `memory_index`, `delete_by_event`, and `explain_retrieval`.

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