What is the key difference between Cellar and Agent Droid Bridge?

Cellar belongs to the OS Automation category with local stdio execution, while Agent Droid Bridge belongs to the OS Automation category with local stdio execution.

How do I install Cellar or Agent Droid Bridge in Claude Desktop or Cursor?

Copy the mcpServers JSON configuration snippet provided on this page into your claude_desktop_config.json or ~/.cursor/mcp.json file and restart your AI client.

Are Cellar and Agent Droid Bridge free or paid?

Cellar operates under a Free / Open Source model (No auth required). Agent Droid Bridge operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

Cellar lists 6 tools with 2 views and 5 GitHub stars. Agent Droid Bridge lists 14 tools with 3 views and 22 GitHub stars.

Can I use both Cellar and Agent Droid Bridge together in the same MCP host?

Yes! MCP hosts like Claude Desktop, Cursor, Windsurf, Cline, and VS Code support configuring multiple servers under the mcpServers object simultaneously.

Side-by-Side Model Context Protocol Comparison

Cellar vs Agent Droid Bridge

In-depth architectural comparison of the Cellar and Agent Droid Bridge 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.

At a Glance & Executive Verdict

Cellar

OS Automation · Local stdio

Quality: 47/100 (Fair) | Auth: No auth required

Agent Droid Bridge

OS Automation · Local stdio

Quality: 60/100 (Good) | Auth: No auth required

Verdict Summary: Choose Cellar if you need specialized OS Automation tools running via a local process. Choose Agent Droid Bridge if your workspace requires OS Automation integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Cellar when:

You need dedicated capabilities in the OS Automation domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: ContextElement and ContextSnapshot modeling and merging, Memory trait with session, scope, and write hook support, Local SQLite and vector search memory backend.

Explore Cellar Details

Choose Agent Droid Bridge when:

You need dedicated capabilities in the OS Automation domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
You have access to required keys: ADB_EXECUTION_MODE, ADB_ALLOW_SHELL, ADB_PATH, ADB_EXTRA_TOOL_PACKS, MCP_LOG_ENABLED, MCP_LOG_DIR.
Primary tools included: .

Feature & Specification Comparison

Specification	Cellar dimpagk92 OS Automation	Agent Droid Bridge Neverlow512 OS Automation
Summary	Hybrid computer-use runtime. Fuses accessibility tree + Chrome DevTools Protocol + vision into structured context with per-element confidence. 4 MCP tools (see/act/think/perceive). Continuous awareness engine (Cortex) with freshness + side-effect detection. Works offline with Ollama + local models.	MCP server giving AI agents programmatic control over Android devices and emulators via ADB. 11 tools covering UI inspection, screen interaction, ADB commands, and change detection.
Category & Scope

Tools & Capabilities Breakdown

Cellar Tools (6)

ContextElement and ContextSnapshot modeling and merging

Memory trait with session, scope, and write hook support

Local SQLite and vector search memory backend

Brief assembly with budgeting, governance, and receipts

Action, planning, and execution receipt schemas

LLM summarizers supporting Anthropic and Ollama models

Agent Droid Bridge Tools (14)

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).

Cellar Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "dimpagk92-cellar": {
      "command": "npx",
      "args": [
        "-y",
        "dimpagk92-cellar"
      ]
    }
  }
}

Agent Droid Bridge Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "neverlow512-agent-droid-bridge": {
      "command": "uvx",
      "args": [
        "agent-droid-bridge"
      ],
      "env": {
        "ADB_EXECUTION_MODE": "YOUR_ADB_EXECUTION_MODE_HERE",
        "ADB_ALLOW_SHELL": "YOUR_ADB_ALLOW_SHELL_HERE",
        "ADB_PATH": "YOUR_ADB_PATH_HERE",
        "ADB_EXTRA_TOOL_PACKS": "YOUR_ADB_EXTRA_TOOL_PACKS_HERE",
        "MCP_LOG_ENABLED": "YOUR_MCP_LOG_ENABLED_HERE",
        "MCP_LOG_DIR": "YOUR_MCP_LOG_DIR_HERE"
      }
    }
  }
}

Frequently Asked Questions

Cellar is categorized under OS Automation and uses a local stdio subprocess. In contrast, Agent Droid Bridge belongs to OS Automation using local stdio subprocess. Select Cellar when you need capabilities focused on os automation and Agent Droid Bridge when you require tools for os automation.

More alternatives to Cellar More alternatives to Agent Droid Bridge OS Automation category hub