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

maquina-app/rails-mcp-server
A Ruby implementation of a Model Context Protocol (MCP) server for Rails projects. This server allows LLMs (Large Language Models) to interact with Rails projects through the Model Context Protocol, providing capabilities for code analysis, exploration, and development assistance.
npx mcp-remote http://localhost:6029/mcp/sse{
"mcpServers": {
"railsMcpServer": {
"command": "npx",
"args": [
"mcp-remote",
"http://localhost:6029/mcp/sse"
]
}
}
}RAILS_MCP_PROJECT_PATHThe Model Context Protocol (MCP) is a standardized way for AI models to interact with their environment. It defines a structured method for models to request and use tools, access resources, and maintain context during interactions.
Manage multiple Rails projects
Browse project files and structures
View Rails routes with filtering options
Inspect model information and relationships (with Prism static analysis)
Get database schema information
Analyze controller-view relationships
Analyze environment configurations
Access comprehensive Rails, Turbo, Stimulus, and Kamal documentation
Context-efficient architecture with progressive tool discovery
Seamless integration with LLM clients
switch_project
Description: Change the active Rails project.
search_tools
Description: Discover available tools by category or keyword.
execute_tool
Description: Invoke internal analyzers by name.
project_info
Retrieve comprehensive project information including Rails version, directory structure, and organization.
list_files
List files matching a pattern in a directory.
get_file
Retrieve the content of a specific file.
get_routes
Retrieve Rails routes with optional filtering.
analyze_models
Analyze Active Record models with associations, validations, and optional Prism static analysis.
get_schema
Retrieve database schema information.
analyze_controller_views
Analyze controller-view relationships with optional Prism static analysis.
analyze_environment_config
Analyze environment configurations for inconsistencies and security issues.
load_guide
Load documentation guides from Rails, Turbo, Stimulus, Kamal, or Custom.
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 · 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.