Comparison
Android-MCP vs fastmcp
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 fastmcp if fastmcp is a Python library for building MCP servers and clients, designed to facilitate the Model Context Protocol (MCP) in AI development.
Markdown twin · Android-MCP alternatives · fastmcp alternatives
GraphCanon updated Sep 20, 2026
9views this month
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Trust & integrity
| Signal | Android-MCP | fastmcp |
|---|---|---|
| Maintenance | Steady (80d since push) As of Sep 20, 2026 · github_public_v1 | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 19, 2026 · osv@v1 | No lockfile (source not queried) As of Sep 18, 2026 · osv@v1 |
| deps.dev advisories | No lockfile (source not queried) As of Sep 27, 2026 · deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | No public record from this source As of Sep 6, 2026 · openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- Android-MCP
- MCP Server for interacting with Android Devices
- fastmcp
- The fast, Pythonic way to build MCP servers and clients
Stars
- Android-MCP
- 857
- fastmcp
- 28k
Forks
- Android-MCP
- 112
- fastmcp
- 2.4k
Open issues
- Android-MCP
- 10
- fastmcp
- 345
Language
- Android-MCP
- Python
- fastmcp
- Python
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.
- fastmcp
- fastmcp is a Python library for building MCP servers and clients, designed to facilitate the Model Context Protocol (MCP) in AI development.
Persona
- Android-MCP
- -
- fastmcp
- -
Runtime
- Android-MCP
- -
- fastmcp
- -
License
- Android-MCP
- MIT
- fastmcp
- fastmcp is licensed under the Apache-2.0 license, allowing for broad use in both open-source and commercial projects.
Last pushed
- Android-MCP
- Jul 1, 2026
- fastmcp
- Sep 17, 2026
Categories
- Android-MCP
- Developer Tools
- fastmcp
- AI Agents, Developer Tools
Trust and health
Maintenance
- Android-MCP
- Steady (60%)
- fastmcp
- Very active (96%)
Days since push
- Android-MCP
- 80d
- fastmcp
- 0d
Open issues (now)
- Android-MCP
- 10
- fastmcp
- 345
Stars delta
- Android-MCP
- +52 (30d)
- fastmcp
- +872 (30d)
Open issues delta
- Android-MCP
- +2 (30d)
- fastmcp
- +80 (30d)
deps.dev advisories
- Android-MCP
- No lockfile (source not queried)
- fastmcp
- Not queried
OpenSSF Scorecard
- Android-MCP
- No public record from this source
- fastmcp
- Not queried
Full report
- Android-MCP
- Trust report
- fastmcp
- Trust report
Choose Android-MCP if…
- License: Android-MCP is MIT, fastmcp is Apache-2.0.
- 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 fastmcp if…
- License: fastmcp is Apache-2.0, Android-MCP is MIT.
- Requirements: fastmcp can be added to your project using the uv package manager, but full installation instructions are available on the official documentation..
- Tags unique to fastmcp: agents, fastmcp, llms, mcp.
- Also covers AI Agents.
- Use fastmcp when you need to build MCP servers and clients in Python, as it provides a streamlined and Pythonic approach to implementing the Model Context Protocol.
When NOT to use fastmcp
- Avoid fastmcp if your project does not require the Model Context Protocol (MCP), as it is specialized for this protocol and may introduce unnecessary complexity.
- Do not use fastmcp if you are working in a language other than Python, as it is a Python-specific library and will not be compatible with other languages.
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 Sep 20, 2026
- GitHub forks (CursorTouch/Android-MCP) · observed Sep 20, 2026
- Last push (CursorTouch/Android-MCP) · observed Jul 1, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 19, 2026
- GitHub stars (PrefectHQ/fastmcp) · observed Sep 20, 2026
- GitHub forks (PrefectHQ/fastmcp) · observed Sep 20, 2026
- Last push (PrefectHQ/fastmcp) · observed Sep 17, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
GitHub stars on cards: Android-MCP 857 · fastmcp 28k (synced Sep 20, 2026).
Common questions
- What is the difference between Android-MCP and fastmcp?
- Android-MCP: MCP Server for interacting with Android Devices. fastmcp: The fast, Pythonic way to build MCP servers and clients. See the comparison table for live GitHub stats and shared categories.
- When should I choose Android-MCP over fastmcp?
- Choose Android-MCP over fastmcp when License: Android-MCP is MIT, fastmcp is Apache-2.0; 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 fastmcp over Android-MCP?
- Choose fastmcp over Android-MCP when License: fastmcp is Apache-2.0, Android-MCP is MIT; Requirements: fastmcp can be added to your project using the uv package manager, but full installation instructions are available on the official documentation.; Tags unique to fastmcp: agents, fastmcp, llms, mcp; Also covers AI Agents; Use fastmcp when you need to build MCP servers and clients in Python, as it provides a streamlined and Pythonic approach to implementing the Model Context Protocol.
- 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 fastmcp?
- Avoid fastmcp if your project does not require the Model Context Protocol (MCP), as it is specialized for this protocol and may introduce unnecessary complexity. Do not use fastmcp if you are working in a language other than Python, as it is a Python-specific library and will not be compatible with other languages.
- Is Android-MCP or fastmcp more popular on GitHub?
- fastmcp has more GitHub stars (27,718 vs 857). Stars measure visibility, not whether either tool fits your constraints.
- Are Android-MCP and fastmcp open source?
- Yes - both are open-source projects on GitHub (Android-MCP: MIT, fastmcp: Apache-2.0).
- Where can I find alternatives to Android-MCP or fastmcp?
- GraphCanon lists graph-backed alternatives at Android-MCP alternatives and fastmcp alternatives (Android-MCP markdown twin, fastmcp 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 fastmcp?
- Android-MCP: Steady. fastmcp: Very active. 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 fastmcp?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: Android-MCP trust report; fastmcp trust report.