# AI Memory MCP Server

> AI Memory MCP Server — xiangzi1126-ai-agent-memory-mcp. Use this tool when you need to enhance AI agent performance with a persistent memory layer, solving issues of knowledge retention and retrieval across projects. It supports hybrid retrieval methods, including vector, keyword, and tag matching, and facilitates sharing of information between various MCP clients. This server is ideal for use cases requiring continuous learning and data consistency across different AI applications.

Canonical page: https://skillsregistry.net/skills/xiangzi1126-ai-agent-memory-mcp  
JSON: https://api.skillsregistry.net/v1/skills/xiangzi1126-ai-agent-memory-mcp

## Description

A persistent, project-scoped memory layer for AI agents, supporting hybrid retrieval (vector, keyword, and tag matching) and sharing across different MCP clients like Claude Code, Qoder, or Cursor.

## Trust

- **Trust score (0–1):** 0.68
- **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/xhqxwrxbi3)
- **Repository:** <https://github.com/xiangzi1126/ai-agent-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": "xiangzi1126-ai-agent-memory-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/xiangzi1126-ai-agent-memory-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/xiangzi1126-ai-agent-memory-mcp/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