Comparison
ghidra-mcp vs Android-MCP
Verdict
Pick ghidra-mcp if ghidra MCP is a plugin and server for AI-assisted binary analysis using Ghidra with more than 200 tools; 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.
Markdown twin · ghidra-mcp alternatives · Android-MCP alternatives
GraphCanon updated Sep 20, 2026
16views this month
vs
Trust & integrity
| Signal | ghidra-mcp | Android-MCP |
|---|---|---|
| Maintenance | Very active (1d since push) As of Sep 20, 2026 · github_public_v1 | Steady (80d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 26, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 19, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | No lockfile (source not queried) As of Sep 27, 2026 · deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | No public record from this source As of Sep 6, 2026 · openssf-scorecard@v1 |
Tagline
- ghidra-mcp
- Ghidra MCP Server for AI-powered reverse engineering with over 200 tools
- Android-MCP
- MCP Server for interacting with Android Devices
Stars
- ghidra-mcp
- 3.9k
- Android-MCP
- 857
Forks
- ghidra-mcp
- 148
- Android-MCP
- 112
Open issues
- ghidra-mcp
- 41
- Android-MCP
- 10
Language
- ghidra-mcp
- Java
- Android-MCP
- Python
Adopt for
- ghidra-mcp
- Ghidra MCP is a plugin and server for AI-assisted binary analysis using Ghidra with more than 200 tools.
- 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.
Persona
- ghidra-mcp
- -
- Android-MCP
- -
Runtime
- ghidra-mcp
- -
- Android-MCP
- -
License
- ghidra-mcp
- Apache-2.0
- Android-MCP
- MIT
Last pushed
- ghidra-mcp
- Sep 19, 2026
- Android-MCP
- Jul 1, 2026
Categories
- ghidra-mcp
- Developer Tools
- Android-MCP
- Developer Tools
Trust and health
Maintenance
- ghidra-mcp
- Very active (96%)
- Android-MCP
- Steady (60%)
Days since push
- ghidra-mcp
- 1d
- Android-MCP
- 80d
Open issues (now)
- ghidra-mcp
- 41
- Android-MCP
- 10
Stars delta
- ghidra-mcp
- +954 (30d)
- Android-MCP
- +52 (30d)
Open issues delta
- ghidra-mcp
- +31 (30d)
- Android-MCP
- +2 (30d)
Owner type
- ghidra-mcp
- User
- Android-MCP
- Organization
deps.dev advisories
- ghidra-mcp
- Not queried
- Android-MCP
- No lockfile (source not queried)
OpenSSF Scorecard
- ghidra-mcp
- Not queried
- Android-MCP
- No public record from this source
Full report
- ghidra-mcp
- Trust report
- Android-MCP
- Trust report
Shared compatibility
- Python · ghidra-mcp: Python runtime · Android-MCP: Python runtime
Choose ghidra-mcp if…
- ghidra-mcp is primarily Java; Android-MCP is Python.
- License: ghidra-mcp is Apache-2.0, Android-MCP is MIT.
- Tags unique to ghidra-mcp: binary-analysis, ghidra, ghidra-extension, java.
- When working on projects that benefit from integration with over 200 AI-powered reverse engineering tools
When NOT to use ghidra-mcp
- When working in environments where less than 200 reverse engineering tools would suffice
- If you do not need lazy tool loading or convention enforcement capabilities that Ghidra MCP specifically offers
Choose Android-MCP if…
- Android-MCP is primarily Python; ghidra-mcp is Java.
- License: Android-MCP is MIT, ghidra-mcp is Apache-2.0.
- Tags unique to Android-MCP: android, automation.
- 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
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (bethington/ghidra-mcp) · observed Sep 20, 2026
- GitHub forks (bethington/ghidra-mcp) · observed Sep 20, 2026
- Last push (bethington/ghidra-mcp) · observed Sep 19, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 26, 2026
- 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 on cards: ghidra-mcp 3.9k · Android-MCP 857 (synced Sep 20, 2026).
Common questions
- What is the difference between ghidra-mcp and Android-MCP?
- ghidra-mcp: Ghidra MCP Server for AI-powered reverse engineering with over 200 tools. Android-MCP: MCP Server for interacting with Android Devices. See the comparison table for live GitHub stats and shared categories.
- When should I choose ghidra-mcp over Android-MCP?
- Choose ghidra-mcp over Android-MCP when ghidra-mcp is primarily Java; Android-MCP is Python; License: ghidra-mcp is Apache-2.0, Android-MCP is MIT; Tags unique to ghidra-mcp: binary-analysis, ghidra, ghidra-extension, java; When working on projects that benefit from integration with over 200 AI-powered reverse engineering tools.
- When should I choose Android-MCP over ghidra-mcp?
- Choose Android-MCP over ghidra-mcp when Android-MCP is primarily Python; ghidra-mcp is Java; License: Android-MCP is MIT, ghidra-mcp is Apache-2.0; Tags unique to Android-MCP: android, automation; When developing applications requiring close integration with the Android device's hardware and needing an automated testing framework.
- When should I avoid ghidra-mcp?
- When working in environments where less than 200 reverse engineering tools would suffice If you do not need lazy tool loading or convention enforcement capabilities that Ghidra MCP specifically offers
- 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 ghidra-mcp or Android-MCP more popular on GitHub?
- ghidra-mcp has more GitHub stars (3,916 vs 857). Stars measure visibility, not whether either tool fits your constraints.
- Are ghidra-mcp and Android-MCP open source?
- Yes - both are open-source projects on GitHub (ghidra-mcp: Apache-2.0, Android-MCP: MIT).
- Where can I find alternatives to ghidra-mcp or Android-MCP?
- GraphCanon lists graph-backed alternatives at ghidra-mcp alternatives and Android-MCP alternatives (ghidra-mcp markdown twin, Android-MCP 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, ghidra-mcp or Android-MCP?
- ghidra-mcp: Very active. 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 ghidra-mcp and Android-MCP?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ghidra-mcp trust report; Android-MCP trust report.