| FMRS | 34 / 100 · D | 80 / 100 · B | 79 / 100 · B |
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| Reliability | 6 / 20 | 14 / 20 | 12 / 20 |
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| Security and permissions | 7 / 20 | 16 / 20 | 16 / 20 |
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| Maintenance | 12 / 20 | 17 / 20 | 18 / 20 |
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| Documentation | 4 / 20 | 15 / 20 | 18 / 20 |
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| Setup experience | 5 / 20 | 18 / 20 | 15 / 20 |
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| Best for | - Teams using qwen-code or another MCP-capable coding agent for mobile app development
- Developers who want AI-assisted iOS/Android UI automation and testing
- Automation scenarios that benefit from relative rather than absolute screen coordinates for cross-device consistency
| - Developers using fast-moving frameworks/libraries worried about the AI suggesting stale code
- Scenarios wanting zero-config documentation lookup
| - Developers auditing NPM dependencies within AI workflows
- Teams performing supply chain security assessments
- Users of Claude Desktop, Cursor, or VS Code
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| Not for | - General programming tasks unrelated to mobile development or testing
- Scenarios requiring browser automation, database access, or cloud storage integration
- Users without access to an iOS/Android device, simulator, or emulator environment
| - Looking up internal/private codebase documentation (Context7 targets publicly published open-source libraries)
- Cases needing very high coverage of obscure, niche libraries (coverage depends on what Context7's platform has indexed)
| - Projects outside the NPM ecosystem (e.g., pure Python/Go)
- Environments without network access to deps.dev, OSV.dev, and the npm registry
- Scenarios requiring maintenance by an official upstream vendor
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| Required permissions | - Access to and control over local or connected iOS/Android simulators, emulators, or physical devices
- Ability to install, launch, and operate applications on the target device
- Screen capture and touch/coordinate input on the device
| - Usable without an API key (subject to a free-tier rate limit); CONTEXT7_API_KEY is an optional credential for higher quota
- Read-only documentation lookup — no code execution or local filesystem access involved
| - Network access to the NPM registry and external services (deps.dev, OSV.dev, OpenSSF, npms.io, GitHub)
- Read access to workspace lockfiles (pnpm-lock.yaml, package-lock., yarn.lock) for cache invalidation
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| Risks and side effects | - As a community fork, this server may lag behind upstream mobile-mcp security fixes and updates
- Granting an AI agent automated control over mobile devices risks unintended actions, data loss, or corrupted app state
- The source material does not list specific tools, so the actual scope of exposed operations and permission boundaries is opaque without inspecting the published package directly
- Running a third-party npm package without independent security audit carries supply-chain risk
| - The free tier has limited quota — high-frequency use may hit rate limits
- Documentation content comes from Context7's platform index, so its accuracy and freshness depend on that platform's crawl cadence
| - Third-party READMEs and changelogs are untrusted external content; they are wrapped in tags with _meta flags but should still be handled cautiously
- Depends on availability and accuracy of external services
- Batch requests are capped at 25 packages to prevent registry enumeration; larger sets require batching
- Third-party open source project, not officially maintained by NPM or Anthropic
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| Supported clients | | Claude Code, VS Code, Cursor, Cline, Amp | Claude Desktop, VS Code, Cursor, Smithery.ai |
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| Tools | 0 | 2 | 19 |
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