# universal-memory-mcp

> Use this tool when you need to store and retrieve large amounts of information for long-term memory, enabling AI agents to learn from past experiences and make informed decisions. It solves problems of knowledge retention and recall, allowing agents to access and build upon previously acquired information. With SQLite database and hybrid search capabilities, it accepts text-based inputs and returns relevant data outputs, ideal for use in complex decision-making and knowledge-intensive applications.

Canonical page: https://skillsregistry.net/skills/hz1ulqu01gmnzh4-universal-memory-mcp  
JSON: https://api.skillsregistry.net/v1/skills/hz1ulqu01gmnzh4-universal-memory-mcp

## Description

Persistent memory MCP server for AI agents, using SQLite with hybrid keyword and semantic search for long-term memory storage.

## Trust

- **Trust score (0–1):** 0.60
- **Verification tier:** scanned
- **Last scanned:** 2026-08-31

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-08-31

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/fb8rhutkdh)
- **Repository:** <https://github.com/hz1ulqu01gmnZH4/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": "hz1ulqu01gmnzh4-universal-memory-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/hz1ulqu01gmnzh4-universal-memory-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/hz1ulqu01gmnzh4-universal-memory-mcp/pull`

---
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