# Knowledge Graph Memory Server

> Use this tool when you need to retain information about users across multiple conversations, enabling personalized and contextual interactions. It solves problems of data loss and inconsistency by providing a persistent memory system with advanced search and filtering capabilities. With inputs of user data and outputs of relevant information, use it in chat applications where user history and context are crucial.

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

## Description

A persistent memory system using a local knowledge graph that enables Claude to remember information about users across chats, with advanced search, graph traversal, and filtering capabilities for entities, relations, and observations.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** search
- **Updated:** 2026-09-02

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/j4o93rkdwk)
- **Repository:** <https://github.com/guinacio/better-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": "guinacio-better-memory-mcp"
    }
  }
}
```

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