# universal-memory-mcp

Source: https://glimind.com/server/pypi%2Funiversal-memory-mcp
Registry id: `pypi/universal-memory-mcp`
Status: unknown

## Install

```json
{
  "mcpServers": {
    "universal-memory-mcp": {
      "command": "uvx",
      "args": [
        "universal-memory-mcp"
      ]
    }
  }
}
```

Claude Code:

```sh
claude mcp add universal-memory-mcp -- uvx universal-memory-mcp
```

## Tools (7)

- `add_conversation`: Store a new conversation with automatic topic extraction and FTS indexing.
- `generate_weekly_summary`: Generate insights and patterns from recent conversations.
- `get_conversation`: Retrieve a stored conversation by an ID returned from a search tool. Content is read from the authoritative JSON store and truncated to max_chars to protect the
- `get_search_stats`: View search engine statistics — index size, topic counts, and engine status.
- `search_by_topic`: Find conversations tagged with a specific topic.
- `search_conversations`: Full-text search across all stored conversations with relevance ranking. Query text is treated as literal Unicode terms, so punctuation and FTS5 operators do no
- `update_conversation`: Update fields on an existing conversation in place. Pass conversation_id plus any subset of fields to change; unspecified fields are left alone. By default, the

Measured by Glimind (https://glimind.com): MCP handshake + tool list only, no tool is ever called. CC BY 4.0.