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

Memorydetective 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 Memorydetective 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 Memorydetective and Agent Droid Bridge free or paid?

Memorydetective 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?

Memorydetective lists 6 tools with 1 views and 13 GitHub stars. Agent Droid Bridge lists 14 tools with 3 views and 22 GitHub stars.

Can I use both Memorydetective 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

Memorydetective vs Agent Droid Bridge

In-depth architectural comparison of the Memorydetective 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

Memorydetective

OS Automation · Local stdio

Quality: 45/100 (Fair) | Auth: No auth required

Agent Droid Bridge

OS Automation · Local stdio

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

Verdict Summary: Choose Memorydetective 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 Memorydetective 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: MEMORYDETECTIVE_SUPPRESS_PLATFORM_ADVISORY.
Primary tools included: Reads leaks(1) .memgraph and xctrace .trace files, Classifies retain cycles with a 34-pattern catalog, Provides fixTemplate Swift code snippets per leak pattern.

Explore Memorydetective 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: .

Feature & Specification Comparison

Specification	Memorydetective carloshpdoc OS Automation	Agent Droid Bridge Neverlow512 OS Automation
Summary	iOS leak hunting and performance investigation. Reads .memgraph (leaks(1)) and .trace (xctrace) files, classifies retain cycles against a 34-pattern catalog (SwiftUI, Combine, Swift Concurrency, UIKit, Core Animation, Core Data, SwiftData, RxSwift, Realm), surfaces a Swift fixTemplate snippet for each match, and bridges to source via SourceKit-LSP. Single-call build+boot+launch fixes the macOS 26.x leaks --outputGraph regression; replayScenario + captureScenarioState close the verify-fix loop. 31 MCP tools, 34 catalog resources, 5 investigation prompts. CI-gateable via verifyFix and compareTracesByPattern. Apache 2.0.	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.

Tools & Capabilities Breakdown

Memorydetective Tools (6)

Reads leaks(1) .memgraph and xctrace .trace files

Classifies retain cycles with a 34-pattern catalog

Provides fixTemplate Swift code snippets per leak pattern

Bridges to source code via SourceKit-LSP

Includes 42 MCP tools for memory and performance analysis

Supports CI gating with verifyFix and compareTracesByPattern

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).

Memorydetective Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "carloshpdoc-memorydetective": {
      "command": "npx",
      "args": [
        "-y",
        "carloshpdoc-memorydetective"
      ],
      "env": {
        "MEMORYDETECTIVE_SUPPRESS_PLATFORM_ADVISORY": "YOUR_MEMORYDETECTIVE_SUPPRESS_PLATFORM_ADVISORY_HERE"
      }
    }
  }
}

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

Memorydetective 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 Memorydetective when you need capabilities focused on os automation and Agent Droid Bridge when you require tools for os automation.

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