CalmLoop Task Manager vs Session Forge

In-depth architectural comparison of the CalmLoop Task Manager and Session Forge MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

Which MCP Server Should You Choose?

C

Choose CalmLoop Task Manager when:

• You need dedicated capabilities in the Knowledge & Memory domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).

Explore CalmLoop Task Manager Details

Choose Session Forge when:

• You need dedicated capabilities in the Knowledge & Memory domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).

Explore Session Forge Details

Feature & Specification Comparison

Specification	C CalmLoop Task Manager Knowledge & Memory	Session Forge Knowledge & Memory
Summary	Manage tasks, Focus Zone, notes, projects, and task history from compatible AI assistants.	Persistent memory and session intelligence for AI coding assistants. Zero config.
Category & Scope	Knowledge & Memory	Knowledge & Memory

Tools & Capabilities Breakdown

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

{
  "mcpServers": {
    "calmloop-task-manager": {
      "command": "npx",
      "args": [
        "-y",
        "calmloop-task-manager"
      ]
    }
  }
}

{
  "mcpServers": {
    "session-forge": {
      "command": "npx",
      "args": [
        "-y",
        "session-forge"
      ]
    }
  }
}

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