# memory-mcp

> memory-mcp — jmars-memory-mcp. Use this tool when you need to manage and query complex knowledge graphs with persistent storage, leveraging graph traversal, fuzzy search, and temporal queries to retrieve entities and relations. It solves problems related to data retrieval, entity disambiguation, and relationship analysis, accepting graph data as input and outputting query results. Ideal for applications requiring robust and efficient knowledge graph management, such as AI, recommendation systems, and data integration platforms.

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

## Description

Persistent knowledge graph MCP server with SQLite backend, offering graph traversal, fuzzy search, and temporal queries for entities and relations. It serves as a drop-in replacement for the npm mcp-server-memory with enhanced capabilities.

## 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/t2qebift20)
- **Repository:** <https://github.com/jmars/memory-mcp>

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

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