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MemCell

Official registry Developer tools

Living memory for AI coding agents: recall before acting, report outcomes so confidence is earned.

Source code Website

Install

Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).

Remote (streamable-http)
Claude Code 
claude mcp add --transport http memcell 'https://memcell.ai/mcp' --header 'Authorization: <Bearer <agent key>. Get one with `npx memcell connect` in a project, or from https://memcell.ai/agents>'
JSON configuration (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "memcell": {
            "type": "http",
            "url": "https://memcell.ai/mcp",
            "headers": {
                "Authorization": "<Bearer <agent key>. Get one with `npx memcell connect` in a project, or from https://memcell.ai/agents>"
            }
        }
    }
}
Remote (streamable-http)
Claude Code 
claude mcp add --transport http memcell 'https://memcell.ai/mcp/public/{memory}'
JSON configuration (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "memcell": {
            "type": "http",
            "url": "https://memcell.ai/mcp/public/{memory}"
        }
    }
}
NPM package memcell
Claude Code 
claude mcp add memcell -- npx -y memcell@0.8.0 mcp
JSON configuration (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "memcell": {
            "command": "npx",
            "args": [
                "-y",
                "memcell@0.8.0",
                "mcp"
            ]
        }
    }
}

Frequently asked questions

What is MemCell?

Living memory for AI coding agents: recall before acting, report outcomes so confidence is earned.

How do I install MemCell?

It runs as a remote server. In Claude Code: claude mcp add --transport http memcell 'https://memcell.ai/mcp' --header 'Authorization: <Bearer <agent key>. Get one with `npx memcell connect` in a project, or from https://memcell.ai/agents>'. For other clients, paste the JSON configuration from this page into their MCP settings.

Does MemCell need an API key?

Yes. It expects Authorization, which you set in its configuration.

Is MemCell open source?

Its code is public on GitHub, but the repository does not declare a standard license.

Who maintains MemCell?

It is published by memcell-ai. AI.tn lists it but does not maintain or endorse it.

From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.