# mcp-memory

> Use this tool when you need to enhance data storage and retrieval with semantic search capabilities, ensuring data integrity and concurrent access. It solves problems related to efficient data management and knowledge retrieval, providing a reliable replacement for existing memory servers. The tool accepts data inputs and returns relevant search results, utilizing SQLite, vector embeddings, and ONNX models to facilitate seamless information retrieval.

Canonical page: https://skillsregistry.net/skills/yarlan1503-mcp-memory  
JSON: https://api.skillsregistry.net/v1/skills/yarlan1503-mcp-memory

## Description

A drop-in replacement for Anthropic's memory server that utilizes SQLite to ensure data integrity and concurrent access. It enhances the original functionality with semantic search capabilities using vector embeddings and ONNX models.

## Trust

- **Trust score (0–1):** 0.11
- **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/bqv511bojv)
- **Repository:** <https://github.com/Yarlan1503/mcp-memory>

## 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": "yarlan1503-mcp-memory"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/yarlan1503-mcp-memory` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/yarlan1503-mcp-memory/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