# MCP Server for Mem.ai

> Use this tool when you need to efficiently manage and retrieve content for AI assistants, enabling them to save and organize notes and collections through a knowledge management platform. It solves problems of content disorganization and information overload by providing AI-powered content processing with automatic organization. Ideal for use cases requiring intelligent content management and retrieval, with inputs including notes and collections, and outputs including organized and processed content.

Canonical page: https://skillsregistry.net/skills/maplehilllabs-mcp-mem-ai  
JSON: https://api.skillsregistry.net/v1/skills/maplehilllabs-mcp-mem-ai

## Description

Enables AI assistants to intelligently save, organize, and retrieve content through Mem.ai's knowledge management platform. Supports creating notes, collections, and AI-powered content processing with automatic organization.

## Trust

- **Trust score (0–1):** 0.88
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-09-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/jzlocdolxh)
- **Repository:** <https://github.com/maplehilllabs/mcp-mem.ai>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "maplehilllabs-mcp-mem-ai"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/maplehilllabs-mcp-mem-ai` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/maplehilllabs-mcp-mem-ai/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt