# BuildAutomata Memory

> Use this tool when you need to provide persistent memory storage for AI agents with advanced search and versioning capabilities. It solves problems of context loss and knowledge retention across conversations, allowing AI assistants to learn from past interactions. With interfaces for both server mode and standalone CLI, it accepts input data and outputs stored information with semantic search and temporal versioning.

Canonical page: https://skillsregistry.net/skills/brucepro-buildautomata-memory  
JSON: https://api.skillsregistry.net/v1/skills/brucepro-buildautomata-memory

## Description

BuildAutomata Memory MCP provides persistent memory storage for AI agents with temporal versioning, semantic search, and multi-backend architecture. Created by Jurden Bruce, it combines SQLite for reliable persistence, Qdrant for vector similarity search, and sentence transformers for embeddings, with automatic memory decay, LRU caching, and complete version history tracking. The system supports both MCP server mode for Claude Desktop integration and a standalone CLI for direct access from development tools, making it ideal for AI assistants that need to maintain context across conversations and learn from past interactions.

## Trust

- **Trust score (0–1):** 0.00
- **Verification tier:** scanned
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-09-28

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/brucepro-buildautomata-memory)
- **Repository:** <https://github.com/brucepro/buildautomata_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": "brucepro-buildautomata-memory"
    }
  }
}
```

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