# Optimized Memory MCP Server V2

> Use this tool when you need to efficiently manage memory and interact with Claude Desktop through the Model Context Protocol. It solves problems related to memory-intensive applications and provides a Python-based server solution for optimized performance. The server takes in MCP client requests and outputs efficient memory management interactions, ideal for use cases requiring low-latency and high-performance computing.

Canonical page: https://skillsregistry.net/skills/agentwong-optimized-memory-mcp-serverv2  
JSON: https://api.skillsregistry.net/v1/skills/agentwong-optimized-memory-mcp-serverv2

## Description

A Python-based server that implements the Model Context Protocol to interface with Claude Desktop as an MCP client, supporting interaction through efficient memory management.

## Trust

- **Trust score (0–1):** 0.75
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/e9fy8seqww)
- **Repository:** <https://github.com/AgentWong/optimized-memory-mcp-serverv2>

## 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": "agentwong-optimized-memory-mcp-serverv2"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/agentwong-optimized-memory-mcp-serverv2` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/agentwong-optimized-memory-mcp-serverv2/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