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Official MCP Server & Client Kit for MMW (Managed Memory Workspace) — Ultra-fast persistent memory for AI agents

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  • Open-source license (MIT)
  • Actively maintained (<30d)
  • Clear description
  • Documented (README)
Last scanned: 9/24/2026
Install in Claude Code / Claude Desktop
Method: UVX (Python) · mmw-mcp
Claude Code CLI
claude mcp add mmw-mcp -- uvx mmw-mcp
claude_desktop_config.json (Claude Desktop)
{
  "mcpServers": {
    "mmw-mcp": {
      "command": "uvx",
      "args": ["mmw-mcp"]
    }
  }
}
1. Run the command above in your terminal (Claude Code), or paste the JSON config into claude_desktop_config.json (Claude Desktop).
2. Replace any <placeholder> values with your API keys or paths.
3. Restart Claude. The MCP server and its tools appear automatically.
💡 Package name inferred from the repository name. Verify it exists on PyPI, or clone https://github.com/msingatullin/mmw-mcp and follow its README.
Use cases

MCP Servers overview

# MMW (Managed Memory Workspace) — MCP Integration & Client Kit

[![smithery badge](https://smithery.ai/badge/mmsingatullin/mmw)](https://smithery.ai/servers/mmsingatullin/mmw)
[![MMW MCP connector](https://glama.ai/mcp/connectors/tech.mmwhub.mcp/mmw/badges/score.svg)](https://glama.ai/mcp/connectors/tech.mmwhub.mcp/mmw)
[![Protocol](https://img.shields.io/badge/MCP-Streamable%20HTTP-blue?style=flat-square)](https://modelcontextprotocol.io)
[![Latency](https://img.shields.io/badge/latency-%3C2ms-success?style=flat-square)](https://mmwhub.tech)
[![License](https://img.shields.io/badge/license-MIT-green?style=flat-square)](LICENSE)

Official Model Context Protocol (MCP) connection kit and client configuration guides for [**MMW (Managed Memory Workspace)**](https://mmwhub.tech).

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

---

## ⚡ Quickstart

Get your API token at [**https://app.mmwhub.tech**](https://app.mmwhub.tech) and add the server to your favorite MCP client.

- **Global Endpoint:** `https://mcp.mmwhub.tech/mcp`
- **Supported Transports:** Streamable HTTP, SSE
- **Protocol Versions:** `2025-11-25`, `2025-03-26`

---

## 💻 Client Configuration

### 1. Claude Desktop (`claude_desktop_config.json`)

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

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

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

### 3. Zed Editor (`settings.json`)

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

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

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

---

## 🛠 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. |

---

## 🚀 One-Click Setup Script

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

```bash
# 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
```

---

## 🌐 Links & Resources

- **Website:** [https://mmwhub.tech](https://mmwhub.tech)
- **Web App & API Keys:** [https://app.mmwhub.tech](https://app.mmwhub.tech)
- **Smithery Registry:** [https://smithery.ai/server/mmsingatullin/mmw](https://smithery.ai/server/mmsingatullin/mmw)
- **Documentation:** [https://mmwhub.tech/docs](https://mmwhub.tech)

What people ask about mmw-mcp

What is msingatullin/mmw-mcp?

+

msingatullin/mmw-mcp is mcp servers for the Claude AI ecosystem. Official MCP Server & Client Kit for MMW (Managed Memory Workspace) — Ultra-fast persistent memory for AI agents It has 0 GitHub stars and its last recorded update is dated 2026-09-23.

How do I install mmw-mcp?

+

You can install mmw-mcp by cloning the repository (https://github.com/msingatullin/mmw-mcp) or following the README instructions on GitHub. ClaudeWave also provides quick install blocks on this page.

Is msingatullin/mmw-mcp safe to use?

+

Our security agent has analyzed msingatullin/mmw-mcp and assigned a Trust Score of 87/100 (tier: Trusted). See the full breakdown of passed checks and flags on this page.

Who maintains msingatullin/mmw-mcp?

+

msingatullin/mmw-mcp is maintained by msingatullin. The last recorded GitHub activity is dated 2026-09-23, with 0 open issues.

Are there alternatives to mmw-mcp?

+

Yes. On ClaudeWave you can browse similar mcp servers at /categories/mcp, sorted by popularity or recent activity.

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