# Unified Memory MCP

> Unified Memory MCP — yksanjo-unified-memory-mcp. Use this tool when you need to store, search, and manage memories across multiple AI agents, providing a shared memory layer for efficient data access and retrieval. It solves problems of data fragmentation and agent-specific memory limitations, enabling seamless interaction and knowledge sharing between agents like Codex and ChatGPT. The Unified Memory MCP takes in memory data as input and outputs relevant information, making it ideal for use cases requiring collaborative memory management and recall.

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

## Description

Local explicit memory vault exposing MCP tools for storing, searching, and managing memories, providing a shared memory layer for agents like Codex and ChatGPT.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-30

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** search
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/uq4lqckvtv)
- **Repository:** <https://github.com/yksanjo/unified-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": "yksanjo-unified-memory-mcp"
    }
  }
}
```

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