# mcp-memory-server

> Use this tool when you need to store and retrieve text with vector embeddings for AI coding agents, enabling persistent semantic memory and efficient information recall. It solves problems of knowledge retention and retrieval, allowing agents to learn from and build upon previously generated text. The mcp-memory-server accepts text inputs and outputs vector embeddings via MCP tools, ideal for use cases requiring contextual understanding and memory recall in AI coding applications.

Canonical page: https://skillsregistry.net/skills/jordan23wagner-ops-mcp-memory-server  
JSON: https://api.skillsregistry.net/v1/skills/jordan23wagner-ops-mcp-memory-server

## Description

A persistent semantic memory layer for AI coding agents, enabling storage and retrieval of text with vector embeddings via MCP tools.

## Trust

- **Trust score (0–1):** 0.67
- **Verification tier:** scanned
- **Last scanned:** 2026-08-30

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/ghn3idfhug)
- **Repository:** <https://github.com/jordan23wagner-ops/mcp-memory-server>

## 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": "jordan23wagner-ops-mcp-memory-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/jordan23wagner-ops-mcp-memory-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/jordan23wagner-ops-mcp-memory-server/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