ambermem avatar

Amber

ambermem/amber

A hosted memory layer that runs over HTTP instead of stdio, which means zero local setup. It exposes 18 tools split between memory operations (store, search, list, delete), account management (login via PayPal OAuth, export data, cancel subscription), and feedback. The interesting bit is the retrieval stack: hybrid vector plus keyword search with reciprocal rank fusion, query expansion through LLM paraphrasing, and multi-variant embeddings where each fact gets stored four different ways. Processing happens async on Cloudflare Workers so storage never blocks your conversation. Sixty day free trial, then $2.99/month. Reach for this if you want your assistant to remember context across sessions without maintaining your own vector infrastructure or running local processes.

GitHub stars
1
tool
1
transport
HTTP
last updated
Nov 5, 2026

Tools

1 tools

Public tool metadata for what this MCP can expose to an agent.

amber_send_feedback_to_developerIn-session, an assistant can also call the `amber_send_feedback_to_developer` tool directly to report a problem.

In-session, an assistant can also call the `amber_send_feedback_to_developer` tool directly to report a problem.

No parameter schema in public metadata yet.

Sponsors

Readme

Amber

Long-term memory for AI assistants.

Amber is an MCP server that gives any AI assistant persistent, searchable memory across conversations. Your AI remembers preferences, decisions, project context, and personal details - once it is connected and the two required settings below are on.

Just talk normally. Amber stores what matters and finds it when relevant.

Quick Install

One command. Works with any MCP-compatible client.

Claude Code / Claude Desktop

claude mcp add --transport http --scope user amber https://mcp.ambermem.com

Cursor

Add to ~/.cursor/mcp.json (or %USERPROFILE%\.cursor\mcp.json on Windows):

{
  "mcpServers": {
    "amber": {
      "url": "https://mcp.ambermem.com"
    }
  }
}

ChatGPT

Settings → Connectors → Create → URL: https://mcp.ambermem.com

Windsurf

Add to ~/.codeium/windsurf/mcp_config.json:

{
  "mcpServers": {
    "amber": {
      "serverUrl": "https://mcp.ambermem.com"
    }
  }
}

VS Code (GitHub Copilot)

Add to .vscode/mcp.json:

{
  "servers": {
    "amber": {
      "type": "http",
      "url": "https://mcp.ambermem.com"
    }
  }
}

View the full README on GitHub

Details

Repository
github.com/ambermem/amber
Website
ambermem.com
Category
AI & LLM Tools
Transport
HTTP
Registry
MCP registry, active

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