# PAI Memory MCP Server

> Use this tool when you need to retrieve and connect related information across various AI work sessions and learnings. The PAI Memory MCP Server enables semantic and keyword search, solving problems of knowledge discovery and information retrieval in AI projects. It takes in stored data from PAI's MEMORY directory and outputs relevant search results, making it ideal for use cases where recalling past research, reflections, or relationships is crucial.

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

## Description

Enables semantic and keyword search across AI work sessions, learnings, reflections, failures, research, and relationships stored in PAI's MEMORY directory.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-31

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** search
- **Updated:** 2026-08-31

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/unlclwmtmi)
- **Repository:** <https://github.com/srieg/pai-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": "srieg-pai-memory-mcp"
    }
  }
}
```

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