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MMW (Managed Memory Workspace) โ€” MCP Integration & Client Kit

MMW MCP connector Protocol Latency License

Official Model Context Protocol (MCP) connection kit and client configuration guides for MMW (Managed Memory Workspace).

MMW provides ultra-fast (<2ms) persistent memory, tenant isolation, and cryptographic provenance for autonomous AI agents across sessions and tool executions.

โšก Quickstart

MMW supports two connection modes:

  1. ๐Ÿ›ก Local-First Resilient Spool (Recommended): Zero data loss. Writes are persisted instantly (<1ms) to local SQLite (~/.config/mmw/spool.db) and synchronized in the background to MMW Cloud with automatic retries if offline or network fails.

  2. ๐ŸŒ Direct Cloud Remote: Connects directly via Streamable HTTP (https://mcp.mmwhub.tech/mcp).

Related MCP server: Kirok

๐Ÿ’ป Client Configuration

๐Ÿ›ก Mode A: Local-First Resilient Spool (No data loss)

Run via standard Python MCP proxy:

{
  "mcpServers": {
    "mmw": {
      "command": "python3",
      "args": ["-m", "mmw_mcp.spool_proxy"],
      "env": {
        "MMW_TOKEN": "<YOUR_MMW_API_KEY>"
      }
    }
  }
}

๐ŸŒ Mode B: Direct Remote MCP

1. Claude Desktop (claude_desktop_config.json)

{
  "mcpServers": {
    "mmw": {
      "url": "https://mcp.mmwhub.tech/mcp",
      "headers": {
        "Authorization": "Bearer <YOUR_MMW_API_KEY>"
      }
    }
  }
}

2. Cursor (~/.cursor/mcp.json)

{
  "mcpServers": {
    "mmw": {
      "url": "https://mcp.mmwhub.tech/mcp",
      "headers": {
        "Authorization": "Bearer <YOUR_MMW_API_KEY>"
      }
    }
  }
}

3. Zed Editor (settings.json)

{
  "context_servers": {
    "mmw": {
      "endpoint": "https://mcp.mmwhub.tech/mcp",
      "headers": {
        "Authorization": "Bearer <YOUR_MMW_API_KEY>"
      }
    }
  }
}

4. Windsurf (~/.codeium/windsurf/mcp_config.json)

{
  "mcpServers": {
    "mmw": {
      "serverUrl": "https://mcp.mmwhub.tech/mcp",
      "headers": {
        "Authorization": "Bearer <YOUR_MMW_API_KEY>"
      }
    }
  }
}

๐Ÿ›  Available MCP Tools

Tool

Description

remember

Store long-term knowledge with confidence score, source ID, hash, and provenance tags.

search

Instant (<2ms) semantic retrieval over past session decisions, facts, and constraints.

validate_memory

Validate memory consistency, verify facts, and resolve contradictory statements.

forget

Prune or mark obsolete memories as superseded.

gateway_call

Execute tenant-isolated external integrations and connected project tools.

๐Ÿš€ One-Click Setup Script

We provide automated setup scripts in this repository for macOS, Linux, and Windows:

# macOS / Linux
chmod +x connect.sh
MMW_CREDENTIAL='<YOUR_MMW_API_KEY>' ./connect.sh --client cursor --verify

# Windows (PowerShell)
$env:MMW_CREDENTIAL='<YOUR_MMW_API_KEY>'
.\connect.ps1 -Client cursor -Verify

๐ŸŒ Links & Resources

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