
Claude Desktop
Desktop · Freemium · Proprietary
Anthropic's official Claude AI desktop application. Supports MCP servers to extend functionality.

normaltusker/kotlin-mcp-server
A comprehensive Model Context Protocol (MCP) server that provides AI agents with enterprise-grade access to Kotlin-based Android development projects. This server enables context-aware assistance with advanced security, privacy compliance, AI integration, and comprehensive development tools.
pip install cryptography>=41.0.0{
"mcpServers": {
"kotlin-android": {
"command": "python",
"args": [
"/path/to/kotlin-mcp-server/kotlin_mcp_server.py"
],
"env": {
"WORKSPACE_PATH": "<WORKSPACE_PATH>"
}
}
}
}WORKSPACE_PATHPROJECT_PATHMCP_ENCRYPTION_PASSWORDOPENAI_API_KEYANTHROPIC_API_KEYMCP_SIDECAR_CMDMCP_API_TIMEOUT_MSANDROID_SDK_ROOTMCP_BRIDGE_HOSTMCP_BRIDGE_PORTMCP_LOW_MEMORY_MODEGDPR Compliance - Complete implementation with consent management, data portability, right to erasure
HIPAA Compliance - Healthcare-grade security with audit logging, access controls, encryption
Data Encryption - AES-256 encryption with PBKDF2 key derivation for sensitive data
Audit Trails - Comprehensive logging with compliance flags and security event tracking
Privacy by Design - Built-in privacy protection for all operations
Local LLM Support - Ollama, LocalAI, and self-hosted transformers
External LLM APIs - OpenAI GPT-4, Anthropic Claude, custom endpoints
AI-Powered Code Analysis - Security, performance, and complexity analysis
Intelligent Code Generation - Context-aware Kotlin/Android code creation
ML Model Integration - TensorFlow Lite, ONNX, PyTorch Mobile for Android apps
Testing
Test stubs
Security
Basic validation
gradle_build
Build Android Projects
run_tests
Execute Test Suites
create_kotlin_file
Generate Kotlin Files
create_layout_file
Generate XML Layouts
analyze_project
Project Analysis
format_code
Code Formatting
run_lint
Static Code Analysis
generate_docs
Documentation Generation
create_compose_component
Jetpack Compose Components
create_custom_view
Custom Android Views
setup_mvvm_architecture
MVVM Implementation
setup_dependency_injection
DI Framework Setup
setup_room_database
Database Setup
setup_retrofit_api
Network Layer
encrypt_sensitive_data
Data Encryption
implement_gdpr_compliance
GDPR Implementation
implement_hipaa_compliance
HIPAA Implementation
setup_secure_storage
Secure Data Storage
query_llm
Language Model Queries
analyze_code_with_ai
AI Code Analysis
generate_code_with_ai
AI Code Generation
manage_project_files
Advanced File Operations
setup_cloud_sync
Cloud Storage Integration
setup_external_api
API Configuration
call_external_api
API Calls
generate_unit_tests
Unit Test Generation
setup_ui_testing
UI Test Configuration
gitStatus
Git Repository Status
gitSmartCommit
Intelligent Commit Messages
gitCreateFeatureBranch
Safe Branch Creation
gitMergeWithResolution
Intelligent Merge
apiCallSecure
Secure API Calls
apiMonitorMetrics
API Metrics Monitoring
apiValidateCompliance
API Compliance Validation
projectSearch
Fast Project Search
todoListFromCode
TODO/FIXME Extraction
readmeGenerateOrUpdate
README Management
changelogSummarize
Changelog Processing
Details on this page are taken from the project's README. Open README
Clients mentioned in this server's README:

Desktop · Freemium · Proprietary
Anthropic's official Claude AI desktop application. Supports MCP servers to extend functionality.

Desktop · Freemium · Proprietary
The first agentic IDE. The Cursor editor truly merges how developers and AI work together, delivering a magical coding experience.
Desktop · Freemium · MIT
VS Code integrates MCP with GitHub Copilot through agent mode, allowing direct interaction with MCP-provided tools in your agentic coding workflow. Configure servers in Claude Desktop, workspace, or user settings, with guided MCP installation and secure handling of secrets in input variables to avoid leaking hardcoded keys.

microsoft/playwright
Playwright is a framework for web automation and testing. It drives Chromium, Firefox, and WebKit with a single API — in your tests, in your scripts, and as a tool for AI agents.

yamadashy/repomix
Repomix is a tool that packs a codebase into an AI-friendly format, supporting local and remote repository processing and providing code compression, security checks and multiple output formats.

bytedance/UI-TARS-desktop
TARS is ByteDance's multimodal AI agent stack, shipping two projects: Agent TARS (a CLI and Web UI agent built on MCP) and UI-TARS-desktop (a desktop GUI agent).

ahujasid/blender-mcp
formerly blender-mcp — the PyPI package is now mcp-for-blender. Existing setups keep working; no config change is required. Read more.

microsoft/playwright-mcp
A Model Context Protocol (MCP) server that provides browser automation capabilities using Playwright. This server enables LLMs to interact with web pages through structured accessibility snapshots, bypassing the need for screenshots or visually-tuned models.

comet-ml/opik
Opik is the open-source LLM observability and evaluation platform for AI agent tracing, LLM evaluation, prompt management, and production monitoring. Built by Comet. Apache-2.0 licensed, free to self-host the full platform, with 20,000+ GitHub stars.