--- title: "memory-bank-mcp vs Android-MCP" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/alioshr-memory-bank-mcp-vs-cursortouch-android-mcp" tools: ["alioshr-memory-bank-mcp", "cursortouch-android-mcp"] --- # memory-bank-mcp vs Android-MCP *GraphCanon updated Aug 12, 2026* ## Verdict Pick memory-bank-mcp if memory-bank-mcp is an MCP server implementation enabling remote memory bank management inspired by Cline Memory Bank; pick Android-MCP if android-MCP is a Python-based server for interacting with Android devices designed to ease development tasks that require automation and interaction through a dedicated MCP server. [memory-bank-mcp](https://www.npmjs.com/package/@allpepper/memory-bank-mcp) reports 915 GitHub stars, 84 forks, and 17 open issues, last pushed Aug 20, 2025. [Android-MCP](https://github.com/CursorTouch/Android-MCP) has 805 stars, 110 forks, and 8 open issues, last pushed Jul 1, 2026. Figures are from public GitHub metadata via [memory-bank-mcp's repository](https://github.com/alioshr/memory-bank-mcp) and [Android-MCP's repository](https://github.com/CursorTouch/Android-MCP). | | [memory-bank-mcp](/tools/alioshr-memory-bank-mcp.md) | [Android-MCP](/tools/cursortouch-android-mcp.md) | | --- | --- | --- | | Tagline | A Model Context Protocol (MCP) server for remote memory bank management | MCP Server for interacting with Android Devices | | Stars | 915 | 805 | | Forks | 84 | 110 | | Open issues | 17 | 8 | | Language | TypeScript | Python | | Adopt for | memory-bank-mcp is an MCP server implementation enabling remote memory bank management inspired by Cline Memory Bank. | Android-MCP is a Python-based server for interacting with Android devices designed to ease development tasks that require automation and interaction through a dedicated MCP server. | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | Vector Databases | Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [memory-bank-mcp](/tools/alioshr-memory-bank-mcp.md) | [Android-MCP](/tools/cursortouch-android-mcp.md) | | --- | --- | --- | | Maintenance | Slowing (36%) | Steady (60%) | | Days since push | 340d | 41d | | Open issues (now) | 17 | 8 | | Owner type | User | Organization | | Full report | [trust report](/tools/alioshr-memory-bank-mcp/trust.md) | [trust report](/tools/cursortouch-android-mcp/trust.md) | ## Shared compatibility - **Claude Desktop**: [memory-bank-mcp](/tools/alioshr-memory-bank-mcp.md) - Works with Claude Desktop; [Android-MCP](/tools/cursortouch-android-mcp.md) - Works with Claude Desktop ## Decision facts: memory-bank-mcp - **Adopt for:** memory-bank-mcp is an MCP server implementation enabling remote memory bank management inspired by Cline Memory Bank. ## Decision facts: Android-MCP - **Adopt for:** Android-MCP is a Python-based server for interacting with Android devices designed to ease development tasks that require automation and interaction through a dedicated MCP server. ## Choose when ### Choose memory-bank-mcp if… - memory-bank-mcp is primarily TypeScript; Android-MCP is Python. - Tags unique to memory-bank-mcp: antrophic, claude, cline, cline-memory-bank. - Also covers Vector Databases. - memory-bank-mcp ships Docker support for self-hosted deployment. - memory-bank-mcp ships an MCP server manifest. - When your application requires a Model Context Protocol (MCP) server that supports remote management of a memory bank, with inspiration from the Cline Memory Bank architecture. ### Choose Android-MCP if… - Android-MCP is primarily Python; memory-bank-mcp is TypeScript. - Tags unique to Android-MCP: ai, android, automation. - Also covers Developer Tools. - When developing applications requiring close integration with the Android device's hardware and needing an automated testing framework ## When NOT to use memory-bank-mcp - Avoid usage if your project's primary language is not compatible with or does not benefit from TypeScript, which memory-bank-mcp uses. - If your application framework is incompatible with the Model Context Protocol (MCP) that this tool implements, then it should be avoided as it may cause undue integration challenges. ## When NOT to use Android-MCP - If your project requires extensive use of native Java or Kotlin for deep system interactions that cannot leverage Python effectively - In scenarios demanding very lightweight server solutions, as Android-MCP might introduce additional overhead due to its full-feature set ## Common questions ### What is the difference between memory-bank-mcp and Android-MCP? memory-bank-mcp: A Model Context Protocol (MCP) server for remote memory bank management. Android-MCP: MCP Server for interacting with Android Devices. See the comparison table for live GitHub stats and shared categories. ### When should I choose memory-bank-mcp over Android-MCP? Choose memory-bank-mcp over Android-MCP when memory-bank-mcp is primarily TypeScript; Android-MCP is Python; Tags unique to memory-bank-mcp: antrophic, claude, cline, cline-memory-bank; Also covers Vector Databases; memory-bank-mcp ships Docker support for self-hosted deployment; memory-bank-mcp ships an MCP server manifest; When your application requires a Model Context Protocol (MCP) server that supports remote management of a memory bank, with inspiration from the Cline Memory Bank architecture. ### When should I choose Android-MCP over memory-bank-mcp? Choose Android-MCP over memory-bank-mcp when Android-MCP is primarily Python; memory-bank-mcp is TypeScript; Tags unique to Android-MCP: ai, android, automation; Also covers Developer Tools; When developing applications requiring close integration with the Android device's hardware and needing an automated testing framework. ### When should I avoid memory-bank-mcp? Avoid usage if your project's primary language is not compatible with or does not benefit from TypeScript, which memory-bank-mcp uses. If your application framework is incompatible with the Model Context Protocol (MCP) that this tool implements, then it should be avoided as it may cause undue integration challenges. ### When should I avoid Android-MCP? If your project requires extensive use of native Java or Kotlin for deep system interactions that cannot leverage Python effectively In scenarios demanding very lightweight server solutions, as Android-MCP might introduce additional overhead due to its full-feature set ### Is memory-bank-mcp or Android-MCP more popular on GitHub? memory-bank-mcp has more GitHub stars (915 vs 805). Stars measure visibility, not whether either tool fits your constraints. ### Are memory-bank-mcp and Android-MCP open source? Yes - both are open-source projects on GitHub (memory-bank-mcp: MIT, Android-MCP: MIT). ### Where can I find alternatives to memory-bank-mcp or Android-MCP? GraphCanon lists graph-backed alternatives at [memory-bank-mcp alternatives](/tools/alioshr-memory-bank-mcp/alternatives) and [Android-MCP alternatives](/tools/cursortouch-android-mcp/alternatives) ([memory-bank-mcp markdown twin](/tools/alioshr-memory-bank-mcp/alternatives.md), [Android-MCP markdown twin](/tools/cursortouch-android-mcp/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/alioshr-memory-bank-mcp-vs-cursortouch-android-mcp.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, memory-bank-mcp or Android-MCP? memory-bank-mcp: Slowing. Android-MCP: Steady. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for memory-bank-mcp and Android-MCP? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [memory-bank-mcp trust report](/tools/alioshr-memory-bank-mcp/trust); [Android-MCP trust report](/tools/cursortouch-android-mcp/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=alioshr-memory-bank-mcp`](/api/graphcanon/graph?tool=alioshr-memory-bank-mcp) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_