# Memory MCP Server

> Use this tool when you need to enable MCP agents to store and retrieve contextual information across sessions, solving problems of knowledge retention and recall in multi-session interactions. It provides a SQLite-backed memory storage with optional semantic search capabilities via OpenAI embeddings, accepting input data and outputting relevant information. Ideal for use cases requiring agents to maintain contextual understanding and generate human-like responses.

Canonical page: https://skillsregistry.net/skills/ideadesignmedia-memory-mcp  
JSON: https://api.skillsregistry.net/v1/skills/ideadesignmedia-memory-mcp

## Description

SQLite-backed memory storage for MCP agents with optional semantic search via OpenAI embeddings, enabling agents to remember, recall, and manage contextual information across sessions.

## Trust

- **Trust score (0–1):** 0.60
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-04-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/c3r1u59u52)
- **Repository:** <https://github.com/ideadesignmedia/memory-mcp>

## 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": "ideadesignmedia-memory-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ideadesignmedia-memory-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ideadesignmedia-memory-mcp/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