GitHub - VIKAS9793/AndroJack-mcp: AndroJack: AI that actually knows Android. Real-time dependency tracking, modern architectures, and zero hallucinations.

Table of Contents

• The Crisis That Created This Tool
• What Actually Breaks In Practice
• What AndroJack Does
• Honest Activation Model
• What Can Still Break — Even at Level 3
• Defence-in-Depth
• The Killer Argument
• The 22 Tools
• Quick Start
• Manual Config
• Ecosystem Comparison
• Security & Privacy
• Changelog

🔥 The Crisis That Created This Tool

In 2025, the Stack Overflow Developer Survey asked 49,000 developers about their experience with AI coding tools. The results should alarm every Android engineer:

• 84% of developers now use AI coding tools — up from 76% the year before.
• Trust in AI accuracy collapsed from 40% to just 29% in a single year.
• 35% of all Stack Overflow visits in 2025 are now triggered by developers debugging and fixing AI-generated code.

The gap between usage and trust is not a coincidence. It is the product of a structural problem: AI models predict tokens, not APIs. They were trained on a snapshot of the world and have no mechanism to know what changed at API 30, what shipped at Google I/O 2025, or what Google Play now rejects at review time.

For Android developers, this failure mode is uniquely dangerous. Android has the fastest-moving ecosystem in mobile development — a new Compose BOM every month, Navigation 3 going stable after seven years of Nav2, Android 16 rewriting the rules on screen orientation locking — and most AI tools have training data that is six months to two years stale by the time you use them.

The result is not just bad code. It is confidently bad code.

⚡ What Actually Breaks In Practice — Documented Evidence

These are not hypothetical risks. They are documented failure modes from real developer projects.

🧩 What AndroJack Does

AndroJack is a documentation-grounded Android engineering MCP server. It gives your AI coding assistant 22 specialized tools that fetch live, verified answers from official Android and Kotlin sources — instead of predicting from stale training data.

It does not make the AI smarter. It makes the AI accountable to evidence.

Think of it as a pre-build linter for LLMs. While other tools retrieve documentation, AndroJack acts as a strict architectural gatekeeper.

Without AndroJack:  You ask → AI predicts from stale weights → Code (possibly wrong)

With AndroJack:     You ask → AI calls tool → Tool fetches official source live
                             → AI reads verified answer → Code (grounded)

⚠️ Honest Activation Model — Two Levels

Level 1 is passive. The tools are available but the AI decides when to use them. An AI building a Compose screen may call architecture_reference but skip material3_expressive — and ship M3E violations silently.

Level 2 is active. The androjack_grounding_gate system prompt maps every task type to the correct tool. Building Compose UI? The AI is mandated to call material3_expressive first. Adding a dependency? It must call gradle_dependency_checker. No exceptions.

Level 3 is the loop-back. android_code_validator runs on every code block the AI generates before returning it to the user. 31 rules covering removed APIs, deprecated patterns, Android 16 and Android 17 compliance. Verdict FAIL means the AI must fix and re-validate — the user never sees the broken code.

→ For full grounding, always activate Level 2 + Level 3. See Getting the Full Guarantee below.

🪲 What Can Still Break — Even at Level 3

The following bugs were encountered in a real Android app built with AndroJack at Level 2 (v1.4.0). They are documented here honestly so you know exactly what to watch for — and where to reach for different tools.

✅ What Level 3 Catches

// ❌ REMOVED — android_code_validator fires: REMOVED_ASYNCTASK
class MyTask : AsyncTask<Void, Void, String>()

// ❌ REMOVED — fires: REMOVED_TEST_COROUTINE_DISPATCHER
val dispatcher = TestCoroutineDispatcher()

// ❌ DEPRECATED — fires: DEPRECATED_CONTEXTUAL_FLOW_ROW
ContextualFlowRow { Text("hello") }

// ❌ LEAK — fires: GLOBALSCOPE_LAUNCH
GlobalScope.launch { fetchData() }

⚠️ What Level 3 Cannot Catch

// Compiles and runs. Level 3 sees no violation.
// The bug: Text inside MultiChoiceSegmentedButtonRow truncates because a
// fixed height modifier prevents the Roboto Flex variable font from expanding.
MultiChoiceSegmentedButtonRow {
    SegmentedButton(/* fixed height modifier */) {
        Text("Light")
    }
}

// Correct Material 3 API. Level 3 sees no violation.
// The bug: disabled state colours fail WCAG AA 4.5:1 contrast against surface.
Button(enabled = false, onClick = {}) {
    Text("INITIALIZE VAULT")
}

// A missing try/catch produces no pattern match.
class VaultViewModel : ViewModel() {
    fun initializeVault() {
        viewModelScope.launch {
            val result = repository.initialize() // Missing try/catch
            _uiState.value = UiState.Success(result)
        }
    }
}

🗂️ Defence-in-Depth: The Right Tool for Each Bug Class

🎯 The Killer Argument

"Can your agents.md file tell me the Gradle version that shipped last Tuesday?"

No markdown file can. No rules in .cursorrules can. No SKILL.md can.

✅ Only a live tool call can.

That's the job AndroJack exists to do — and nothing else in the current ecosystem does it for Android specifically.

Prompt engineering controls how the AI responds. MCP controls what the AI knows.

✨ What AndroJack Covers — 22 Tools

🚀 Quick Start — Zero Install Required

Option 1 — Interactive CLI (v1.7.1) ✨ Recommended

npx -y androjack-mcp@1.7.1 install

Launches a full animated terminal wizard with auto-detection for VS Code, Cursor, Claude, Windsurf, JetBrains, Kiro, and Antigravity.

Option 2 — Targeted Installs

# Preview detected IDEs and config paths
npx -y androjack-mcp@1.7.1 install --list

# Auto-detect all
npx -y androjack-mcp@1.7.1 install --auto

# Install to a specific IDE
npx -y androjack-mcp@1.7.1 install --ide=cursor
npx -y androjack-mcp@1.7.1 install --ide=claude
npx -y androjack-mcp@1.7.1 install --ide=vscode
npx -y androjack-mcp@1.7.1 install --ide=windsurf
npx -y androjack-mcp@1.7.1 install --ide=jetbrains
npx -y androjack-mcp@1.7.1 install --ide=kiro
npx -y androjack-mcp@1.7.1 install --ide=antigravity

Option 3 — Test Without an IDE

npx -y @modelcontextprotocol/inspector npx -y androjack-mcp@1.7.1

🧩 Manual Config / Copy / Paste

If you prefer to wire the server manually, or want to inspect the exact JSON before writing anything:

• Run npx -y androjack-mcp@1.7.1 install --list to preview detected IDEs and target config paths.
• Ready-to-paste examples live in config/.

Every example keeps AndroJack local by default and runs the published package via npx -y androjack-mcp@1.7.1.

📍 The Ecosystem: AndroJack vs. Other MCPs

🔒 Security & Privacy

📋 Changelog

v1.7.1 — Engineering Hardening & Community Parity

• 54-Test Coverage — Implemented comprehensive unit and contract tests for validator rules, HTML parser, LRU cache, and HTTP security layer.
• Discovery Parity — Fixed /.well-known/mcp endpoint to correctly report tools: 22.
• Dependency Sanitization — Removed node-fetch (migrated to native fetch) and pruned stale overrides for a cleaner supply chain.
• Rule Hardening — Improved Compose component detection for NavHost and BottomAppBar.
• URL Remediation — Fixed broken documentation anchors for Android 17 ACCESS_LOCAL_NETWORK and handoff.

v1.7.0 — Android 17 / API 37 Support

• Tool 22: android_api17_compliance — Full reference for Android 17 platform stability (March 26, 2026).
• 31 validator rules — Expanded from 24 to 31 with dedicated Android 17 and Room 3.0 removal checks.
• WindowManager 1.5.0 — Added Large (1200dp) and Extra-large (1600dp) breakpoints and layout patterns.
• Room 3.0 alpha — Support for modern SQLiteDriver migration paths.

👥 Authorship & Ownership

Vikas Sahani — Product Lead (vikassahani17@gmail.com)
Claude AI — AI Engineering Lead