# Robust Long-Term Memory MCP

> Use this tool when you need to create AI companions with persistent memory, enabling them to recall information seamlessly across sessions and models. It solves the problem of knowledge loss between interactions, providing a human-like memory system for more realistic and engaging conversations. With SQLite and ChromaDB hybrid storage, it accepts input data from various sources and outputs recalled information, making it ideal for use in conversational AI applications.

Canonical page: https://skillsregistry.net/skills/rotoslider-long-term-memory-mcp  
JSON: https://api.skillsregistry.net/v1/skills/rotoslider-long-term-memory-mcp

## Description

A persistent, human-like memory system for AI companions in LM Studio, using SQLite and ChromaDB for hybrid storage, enabling seamless recall across sessions and models.

## Trust

- **Trust score (0–1):** 0.65
- **Verification tier:** scanned
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-09-01

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/ob2ujwwu4a)
- **Repository:** <https://github.com/Rotoslider/long-term-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": "rotoslider-long-term-memory-mcp"
    }
  }
}
```

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