# Memory Engine MCP Server

> Use this tool when you need to efficiently store and retrieve large amounts of data with advanced search functionality. The Memory Engine MCP Server solves problems related to data management and information retrieval, providing fast and accurate results through semantic and keyword searches. It accepts data inputs and returns relevant search results, making it ideal for applications requiring rapid and reliable data access.

Canonical page: https://skillsregistry.net/skills/asd-noor-agentmemory  
JSON: https://api.skillsregistry.net/v1/skills/asd-noor-agentmemory

## Description

A high-performance MCP server providing long-term memory storage with semantic and keyword search capabilities, using SQLite and fastembed for sub-200ms queries.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/hkvtbcl7vu)
- **Repository:** <https://github.com/asd-noor/agentmemory>

## 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": "asd-noor-agentmemory"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/asd-noor-agentmemory` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/asd-noor-agentmemory/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