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Data sourced from GitHub API

TrendingMomentumPulseExplore
  1. Home
  2. Repositories
  3. mobile-next
  4. mobile-mcp
TypeScriptNiche visibilityFresh activityNo linked package signalPartial snapshot

mobile-next/mobile-mcp

Rank not captured·Top 100·All-time stars·◐Cached ranking snapshot·Updated Aug 15, 2026

Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)

Compare closest alternativesOpen GitHub

First read

Promising movement, but the picture is still partial

mobile-next/mobile-mcp is active enough to inspect further, but the surrounding proof is thinner. Use the source repository and nearby comparisons to decide whether this is rising substance or just short-term visibility.

Visible

5.9K public stars in the current GitStar snapshot.

Needs a narrower context read

Active

Last commit Aug 9, 2026.

Fresh activity

Adopted

Treat stars as discovery context until a linked package appears.

No linked package mapping

Confidence

One or more key signals are partial, so GitStar keeps the interpretation conservative.

Partial snapshot

Snapshot facts

  • 5.9K stars
  • 509 forks
  • Last commit Aug 9, 2026
  • Package usage not mapped yet

Compare lens

google-ai-edge/mediapipe and expo/expo are the closest comparison targets GitStar found. A side-by-side comparison usually tells you more than a single raw rank.

Signal trail

Trajectory

Read the recent motion first. This block is for deciding whether the repository still looks alive, compounding, or flattening before you trust stars alone.

Daily momentum
Recent momentum is not captured
Weekly momentum
Recent momentum is not captured
Monthly momentum
Recent momentum is not captured
Last commit
Aug 9, 2026

Package reality

No linked npm or PyPI package is mapped for this repository yet, so the page leans more heavily on GitHub-visible popularity and should be read more conservatively.

GitStar expects a package signal here, but no npm or PyPI package is linked to this repository yet.

Hype vs Reality
Insufficient Package Data
Package mapping
No linked package yet
Cross-links
Extended ecosystem context exists

Validation note

GitStar can summarize public signals for mobile-next/mobile-mcp, but the GitHub repository is still the primary place to confirm release cadence, issue activity, and maintainer intent.

agentandroidemulatoriosmcpmobilephysicalrealsimulator
🛡️ Editorial Context

GitStar surfaces public popularity and package signals. These rankings are not endorsements, security reviews, or investment advice.

Why this rank

This repository stands out because it combines mcp ecosystem and fresh update.

MCP ecosystemFresh update
📈 Momentum & Adoption Signals
Approximate star trajectory

Reconstructed from current stars and cached daily/weekly/monthly deltas.

Now: 5.9K
30d ago7d ago1d agoNow
Daily momentum
No signal
Weekly momentum
No signal
Monthly momentum
No signal
Signal mix (log-scaled for readability)
Current stars5.9K
🧭 Hype vs Reality
Insufficient Package Data

GitStar can see repository momentum, but it does not have a reliable linked package signal yet.

Treat stars and recent movement as discovery context only until npm or PyPI usage is available.

Status
Insufficient Package Data
Package footprint
No linked npm or PyPI usage signal
Method note
This label appears when GitStar cannot find strong enough package telemetry to compare attention against adoption. Compare it against other TypeScript repos before treating stars as a moat.
📐 Read the Hype vs Reality heuristic
Related alternative

google-ai-edge/mediapipe

Shares the api category footprint with mobile-next/mobile-mcp, so the comparison is closer to a same-problem decision than a same-language coincidence.

CompareOpen detail
Related alternative

expo/expo

Shares the mobile category footprint with mobile-next/mobile-mcp, so the comparison is closer to a same-problem decision than a same-language coincidence.

CompareOpen detail
Related alternative

getpaseo/paseo

Shares the mobile category footprint with mobile-next/mobile-mcp, so the comparison is closer to a same-problem decision than a same-language coincidence.

CompareOpen detail
Related alternative

fastlane/fastlane

Shares the mobile category footprint with mobile-next/mobile-mcp, so the comparison is closer to a same-problem decision than a same-language coincidence.

CompareOpen detail
Research links

Cross-links

Compare against related repos

GitStar picked mediapipe + expo as the closest next comparison from the related repository set.

Open compare presetCompare with mediapipeCompare with expo
MCP ecosystem listing

This repository is also surfaced in GitStar's MCP ecosystem view, which makes it easier to compare against other tool connectors and agent-oriented servers.

View MCP Ecosystem
Repo utility

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GitHub Repositorymobile-next/mobile-mcpExport Ranking DataDownload CSV

Wider nearby ecosystem

Compare with mediapipeCompare with expo
C++
36.6K stars
google-ai-edge/mediapipe

Cross-platform, customizable ML solutions for live and streaming media.

TypeScript
51.6K stars
expo/expo

An open-source framework for making universal native apps with React. Expo runs on Android, iOS, and the web.

TypeScript
13.7K stars
getpaseo/paseo

Orchestrate multiple coding agents from desktop and mobile

Ruby
42K stars
fastlane/fastlane

🚀 The easiest way to automate building and releasing your iOS and Android apps

C#
31.3K stars
AvaloniaUI/Avalonia

Develop Desktop, Embedded, Mobile and WebAssembly apps with C# and XAML. The future of .NET UI

C#
23.3K stars
dotnet/maui

.NET MAUI is the .NET Multi-platform App UI, a framework for building native device applications spanning mobile, tablet, and desktop.

Next step after the validation read

Move into a compare preset, organization view, or the heuristic notes once this first fold tells you whether the repo looks visible, active, adopted, and credible enough to keep researching.
Compare the closest alternativesView the organizationRead the heuristic

Learn and methodology

Keep trust-building context reachable, but behind the first data read instead of ahead of it.
GuideMethodologyArticlesWeekly Digest

About This Page

This page provides a quick overview of mobile-next/mobile-mcp based on GitStar's cached data. The signal chart reconstructs approximate checkpoints from current stars plus cached daily, weekly, and monthly star deltas, so it is best read as directional context rather than as a precise historical audit log.

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