# MCP Memory Server

> Use this tool when you need to efficiently manage and retrieve complex data using semantic search and storage capabilities. The MCP Memory Server solves problems related to information overload and knowledge retrieval by providing intelligent memory management, markdown processing, and duplicate detection. It takes in various data types and outputs relevant search results, making it ideal for applications requiring advanced data storage and retrieval in contexts such as knowledge graphs, chatbots, and cognitive architectures.

Canonical page: https://skillsregistry.net/skills/hannesnortje-mcp  
JSON: https://api.skillsregistry.net/v1/skills/hannesnortje-mcp

## Description

Provides intelligent memory management capabilities using Qdrant vector database for semantic search and storage. Supports global, learned, and agent-specific memory types with markdown processing and duplicate detection.

## Trust

- **Trust score (0–1):** 0.00
- **Verification tier:** scanned
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/t6wi9551d8)
- **Repository:** <https://github.com/hannesnortje/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": "hannesnortje-mcp"
    }
  }
}
```

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

---
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