Comparison
Android-MCP vs metamcp
Verdict
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; pick metamcp if metamcp is unique in its role as an MCP Aggregator, Orchestrator, Middleware, and Gateway encapsulated within one Docker container.
Markdown twin · Android-MCP alternatives · metamcp alternatives
GraphCanon updated 1w
vs
Trust & integrity
| Signal | Android-MCP | metamcp |
|---|---|---|
| Maintenance | Steady (41d since push) As of 1w · github_public_v1 | Steady (34d since push) As of 4w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1w · github_public_v1 | Not a fork · Organization account As of 4w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- Android-MCP
- MCP Server for interacting with Android Devices
- metamcp
- MCP Aggregator, Orchestrator, Middleware, Gateway in one Docker container
Stars
- Android-MCP
- 805
- metamcp
- 2.6k
Forks
- Android-MCP
- 110
- metamcp
- 388
Open issues
- Android-MCP
- 8
- metamcp
- 96
Language
- Android-MCP
- Python
- metamcp
- TypeScript
Adopt for
- Android-MCP
- 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.
- metamcp
- Metamcp is unique in its role as an MCP Aggregator, Orchestrator, Middleware, and Gateway encapsulated within one Docker container.
Persona
- Android-MCP
- -
- metamcp
- -
Runtime
- Android-MCP
- -
- metamcp
- -
License
- Android-MCP
- MIT
- metamcp
- Metamcp is available under an MIT license.
Last pushed
- Android-MCP
- Jul 1, 2026
- metamcp
- Jun 22, 2026
Categories
- Android-MCP
- Developer Tools
- metamcp
- Developer Tools
Trust and health
Days since push
- Android-MCP
- 41d
- metamcp
- 34d
Open issues (now)
- Android-MCP
- 8
- metamcp
- 96
Full report
- Android-MCP
- Trust report
- metamcp
- Trust report
Choose Android-MCP if…
- Android-MCP is primarily Python; metamcp is TypeScript.
- Tags unique to Android-MCP: ai, android, automation, mcp-server.
- When developing applications requiring close integration with the Android device's hardware and needing an automated testing framework
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
Choose metamcp if…
- metamcp is primarily TypeScript; Android-MCP is Python.
- Requirements: Requires Docker; Requires a Docker environment to run.; Typically applicable in developer or deployment contexts that require handling MCP (Model Context Protocol)..
- Tags unique to metamcp: docker, gateway, mcp, middleware.
- metamcp ships Docker support for self-hosted deployment.
- - You need to aggregate multiple models under the Model Context Protocol and serve them through a unified interface within a dockerized environment
When NOT to use metamcp
- - If your application does not require all the services bundled into one Docker container, leading to potential resource wastage without utilizing the full feature set
- - In scenarios where specific customization of each component (aggregator, orchestrator, middleware, or gateway) is required and cannot be adequately addressed by a monolithic solution
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (CursorTouch/Android-MCP) · observed Aug 12, 2026
- GitHub forks (CursorTouch/Android-MCP) · observed Aug 12, 2026
- Last push (CursorTouch/Android-MCP) · observed Jul 1, 2026
- License file (MIT) · observed Aug 12, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 19, 2026
- GitHub stars (metatool-ai/metamcp) · observed Jul 26, 2026
- GitHub forks (metatool-ai/metamcp) · observed Jul 26, 2026
- Last push (metatool-ai/metamcp) · observed Jun 22, 2026
- License file (MIT) · observed Jul 26, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: Android-MCP 805 · metamcp 2.6k (synced Aug 12, 2026).
Common questions
- What is the difference between Android-MCP and metamcp?
- Android-MCP: MCP Server for interacting with Android Devices. metamcp: MCP Aggregator, Orchestrator, Middleware, Gateway in one Docker container. See the comparison table for live GitHub stats and shared categories.
- When should I choose Android-MCP over metamcp?
- Choose Android-MCP over metamcp when Android-MCP is primarily Python; metamcp is TypeScript; Tags unique to Android-MCP: ai, android, automation, mcp-server; When developing applications requiring close integration with the Android device's hardware and needing an automated testing framework.
- When should I choose metamcp over Android-MCP?
- Choose metamcp over Android-MCP when metamcp is primarily TypeScript; Android-MCP is Python; Requirements: Requires Docker; Requires a Docker environment to run.; Typically applicable in developer or deployment contexts that require handling MCP (Model Context Protocol).; Tags unique to metamcp: docker, gateway, mcp, middleware; metamcp ships Docker support for self-hosted deployment; - You need to aggregate multiple models under the Model Context Protocol and serve them through a unified interface within a dockerized environment.
- 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
- When should I avoid metamcp?
- - If your application does not require all the services bundled into one Docker container, leading to potential resource wastage without utilizing the full feature set - In scenarios where specific customization of each component (aggregator, orchestrator, middleware, or gateway) is required and cannot be adequately addressed by a monolithic solution
- Is Android-MCP or metamcp more popular on GitHub?
- metamcp has more GitHub stars (2,555 vs 805). Stars measure visibility, not whether either tool fits your constraints.
- Are Android-MCP and metamcp open source?
- Yes - both are open-source projects on GitHub (Android-MCP: MIT, metamcp: MIT).
- Where can I find alternatives to Android-MCP or metamcp?
- GraphCanon lists graph-backed alternatives at Android-MCP alternatives and metamcp alternatives (Android-MCP markdown twin, metamcp markdown twin), 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 mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, Android-MCP or metamcp?
- Android-MCP: Steady. metamcp: 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 Android-MCP and metamcp?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: Android-MCP trust report; metamcp trust report.