# Graph-Memory

> Use this tool when you need to create a unified and persistent knowledge base that integrates with various Claude interfaces, solving problems of data fragmentation and session-based limitations. Graph-Memory provides a self-hosted personal knowledge graph that accepts inputs from multiple devices and tools, and outputs a unified semantic representation. It is ideal for use cases requiring long-term information retention and cross-session consistency across Claude Code, Claude Desktop, and claude.ai web applications.

Canonical page: https://skillsregistry.net/skills/stevepridemore-graph-memory  
JSON: https://api.skillsregistry.net/v1/skills/stevepridemore-graph-memory

## Description

Self-hosted personal knowledge graph for Claude that persists across sessions, devices, and tools. Built on Neo4j with local semantic embeddings; OAuth 2.1 lets Claude Code, Claude Desktop, and claude.ai web all hit the same graph.

## Trust

- **Trust score (0–1):** 0.88
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/zz5svwiymk)
- **Repository:** <https://github.com/stevepridemore/graph-memory>

## 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": "stevepridemore-graph-memory"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/stevepridemore-graph-memory` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/stevepridemore-graph-memory/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