# Graphiti Memory MCP Server

> Use this tool when you need to manage complex knowledge graphs with temporal awareness and semantic search capabilities. It solves problems related to episode tracking, entity relationships, and information retrieval, providing a robust interface for querying and updating knowledge graphs. Ideal for use cases requiring advanced knowledge management and retrieval, such as conversational AI, event tracking, and decision support systems.

Canonical page: https://skillsregistry.net/skills/mjunaidca-graphiti-memory-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/mjunaidca-graphiti-memory-mcp-server

## Description

Enables AI agents to manage and query a temporally-aware knowledge graph memory, supporting episode tracking, entity relationships, and semantic search via MCP tools.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-08-31

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/i8huk1u56z)
- **Repository:** <https://github.com/mjunaidca/graphiti_memory_mcp_server>

## 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": "mjunaidca-graphiti-memory-mcp-server"
    }
  }
}
```

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