# Universal RAG MCP

> Universal RAG MCP — sid7on1-universal-memory-mcp. Use this tool when you need to enhance AI assistants with persistent memory, enabling them to recall and build upon previous conversations across platforms like Claude, ChatGPT, and Gemini. It solves the problem of fragmented and ephemeral interactions by providing a searchable memory that uses semantic search and automatic deduplication. This tool is ideal for use cases where context and continuity are crucial, such as customer support, language learning, and personalized recommendations.

Canonical page: https://skillsregistry.net/skills/sid7on1-universal-memory-mcp  
JSON: https://api.skillsregistry.net/v1/skills/sid7on1-universal-memory-mcp

## Description

Enables persistent, searchable memory for AI assistants across platforms like Claude, ChatGPT, and Gemini, using semantic search and automatic deduplication.

## 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:** ai-ml
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/bixln94m4n)
- **Repository:** <https://github.com/Sid7on1/universal-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": "sid7on1-universal-memory-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/sid7on1-universal-memory-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/sid7on1-universal-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