# Graphiti Pro

> Use this tool when you need to enable AI assistants with persistent memory capabilities and semantic search across knowledge graphs. It solves problems of long-term memory persistence, relationship discovery, and administrative oversight in AI applications, accepting inputs from multiple LLM providers and outputting insights through a web-based management dashboard. Ideal for use cases requiring context-aware conversation management and entity relationship tracking across different user groups.

Canonical page: https://skillsregistry.net/skills/itcook-graphiti-pro  
JSON: https://api.skillsregistry.net/v1/skills/itcook-graphiti-pro

## Description

Graphiti MCP Pro server implementation by itcook that provides AI assistants with persistent memory capabilities through a knowledge graph built on Neo4j, featuring episode-based memory storage, entity relationship tracking, and semantic search across nodes and facts with temporal metadata support. The implementation includes a comprehensive web-based management dashboard with real-time logging, token usage analytics, and configuration management, plus asynchronous task processing for memory operations with queue management and worker coordination. Built with FastAPI and React, it supports multiple LLM providers through OpenAI-compatible APIs, includes encrypted credential storage, and provides both HTTP and stdio transports, making it valuable for AI applications requiring long-term memory persistence, relationship discovery, and administrative oversight of memory operations across different conversation contexts and user groups.

## Trust

- **Trust score (0–1):** 0.65
- **Verification tier:** scanned
- **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:** [PulseMCP](https://www.pulsemcp.com/servers/itcook-graphiti-pro)
- **Repository:** <https://github.com/itcook/graphiti-mcp-pro>

## 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": "itcook-graphiti-pro"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/itcook-graphiti-pro` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/itcook-graphiti-pro/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