# Memory MCP Server

> Memory MCP Server — zuohang20100323-memory-defrost. Use this tool when you need to provide AI clients with long-term memory capabilities, enabling semantic search, memory classification, and priority management. It solves problems of knowledge retention and retrieval, allowing AI agents to learn and recall information over time. With support for local JSON or cloud PostgreSQL storage, it offers a flexible interface for inputs and outputs, making it ideal for applications requiring robust memory management.

Canonical page: https://skillsregistry.net/skills/zuohang20100323-memory-defrost  
JSON: https://api.skillsregistry.net/v1/skills/zuohang20100323-memory-defrost

## Description

A general-purpose MCP memory server that gives AI clients long-term memory with semantic search, memory classification, priority management, and progressive injection, supporting local JSON or cloud PostgreSQL storage.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-29

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/kgfbn0z28r)
- **Repository:** <https://github.com/zuohang20100323/memory-defrost>

## 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": "zuohang20100323-memory-defrost"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/zuohang20100323-memory-defrost` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/zuohang20100323-memory-defrost/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