ActionMCP
About
ActionMCP is a Ruby gem that provides Model Context Protocol (MCP) server capability to Ruby on Rails applications. It is designed for production Rails environments and supports network-based deployments only (STDIO transport is not supported). The gem offers base classes and…
Details
- License
- MIT
Explore
- Provides base classes for Prompt, Tool, and ResourceTemplate.
- Supports MCP 2025-06-18 with backward compatibility to 2025-03-26.
- Full JSON‑RPC 2.0 transport layer with capability negotiation.
- Consent management for sensitive tool operations.
- Structured output via output_schema and resource_link support.
- Task‑augmented tools with async execution and progress updates.
- Ruby: 3.4.8+ or 4.0.0+
- Rails: 8.1.1+
- Database: PostgreSQL, MySQL, or SQLite3
ActionMCP is tested against Ruby 3.4.8 and 4.0.0 with Rails 8.1.1+.
bundle install
bin/rails generate action_mcp:install
- Installation & Configuration - Initial setup, database migrations, and basic configuration
- Authentication with Gateway - User authentication and authorization patterns
- Session Storage - Volatile vs ActiveRecord vs custom session stores
- Thread Pool Management - Performance tuning and graceful shutdown
- Profiles System - Multi-tenant capability filtering
- Production Deployment - Falcon, Unix sockets, and reverse proxy setup
Rails.application.configure do
config.action_mcp.session_store_type = :active_record # or :volatile
end
Or in config/mcp.yml:
yaml
You can configure the thread pool in your config/mcp.yml:
production:
ActionMCP includes generators to help you set up your project quickly. The install generator creates all necessary base classes and configuration files:
bash
bin/rails generate action_mcp:install
This will create:
- app/mcp/prompts/application_mcp_prompt.rb - Base prompt class
- app/mcp/tools/application_mcp_tool.rb - Base tool class
- app/mcp/resource_templates/application_mcp_res_template.rb - Base resource template class
- app/mcp/application_gateway.rb - Gateway for authentication
- config/mcp.yml - Configuration file with example settings for all environments
- mcp/config.ru - Standalone Rack server configuration
- bin/mcp - Server binstub (prefers Falcon, falls back to Puma)
> Note: Authentication and authorization are not included. You are responsible for securing the endpoint.
ActionMCP provides a Gateway system for handling authentication. The Gateway allows you to authenticate users and make them available throughout your MCP components. For the full gateway reference including identifier classes, session persistence, profile switching, and production hardening tips, see GATEWAY.md.
ActionMCP uses a Gateway pattern with pluggable identifiers for authentication. You can implement custom authentication strategies using session-based auth, API keys, bearer tokens, or integrate with existing authentication systems like Warden, Devise, or external OAuth providers.
> Note: Auth errors return HTTP 200 with a JSON-RPC error payload (not HTTP 401). This is correct per the MCP specification — all MCP communication uses JSON-RPC over HTTP, and protocol-level errors are expressed within the JSON-RPC envelope. The initialize request bypasses authentication per MCP spec.
{
user: user,
organization: user.organization
}
end
end
ActionMCP::Tool allows you to create interactive functions that LLMs can call with arguments to perform specific tasks. Each tool is a Ruby class that inherits from ApplicationMCPTool.
Key features:
- Define input properties with types, descriptions, and validation
- Return multiple response types (text, images, errors)
- Progressive responses with multiple render calls
- Automatic input validation based on property definitions
- Consent management for sensitive operations
Example:
class CalculateSumTool < ApplicationMCPTool
tool_name "calculate_sum"
description "Calculate the sum of two numbers"
property :a, type: "number", description: "The first number", required: true
property :b, type: "number", description: "The second number", required: true
def perform
sum = a + b
render(text: "Calculating #{a} + #{b}...")
render(text: "The sum is #{sum}")
When you want to hand back a URI instead of embedding the payload, use the built-in render_resource_link, which produces the MCP resource_link content type.
rubyclass ReportLinkTool < ApplicationMCPTool
tool_name "report_link"
description "Return a downloadable report link"
property :report_id, type: "string", required: true
def perform
render_resource_link(
uri: "reports://#{report_id}.json",
name: "Report #{report_id}",
description: "Downloadable JSON for report #{report_id}",
mime_type: "application/json"
)
end
end
Clients can resolve the URI with a separate resources/read call, keeping tool responses lightweight while still discoverable.
Use MCP Tasks when work might take seconds/minutes. Advertise task support with task_required! (or task_optional!) and let callers opt in by sending _meta.task on tools/call. While running as a task, you can emit progress updates with report_progress!.
rubyclass BatchIndexTool < ApplicationMCPTool
tool_name "batch_index"
description "Index many items asynchronously with progress updates"
task_required! # advertise that this tool is intended to run as a task
property :items, type: "array_string", description: "Items to index", required: true
def perform
total = items.length
items.each_with_index do |item, idx|
index_item(item) # your indexing logic
percent = ((idx + 1) * 100.0 / total).round
report_progress!(percent: percent, message: "Indexed #{idx + 1}/#{total}")
end
render(text: "Indexed #{total} items")
end
private
def index_item(item)
ActionMCP is a Ruby gem focused on providing Model Context Protocol (MCP) capability to Ruby on Rails applications, specifically as a server.
ActionMCP is designed for production Rails environments and does not support STDIO transport. STDIO is not included because it is not production-ready and is only suitable for desktop or script-based use cases. Instead, ActionMCP is built for robust, network-based deployments.
The client functionality in ActionMCP is intended to connect to remote MCP servers, not to local processes via STDIO.
It offers base classes and helpers for creating MCP applications, making it easier to integrate your Ruby/Rails application with the MCP standard.
With ActionMCP, you can focus on your app's logic while it handles the boilerplate for MCP compliance.
Introduction
Model Context Protocol (MCP) is an open protocol that standardizes how applications provide context to large language models (LLMs).
Think of it as a universal interface for connecting AI assistants to external data sources and tools.
MCP allows AI systems to plug into various resources in a consistent, secure way, enabling two-way integration between your data and AI-powered applications.
This means an AI (like an LLM) can request information or actions from your application through a well-defined protocol, and your app can provide context or perform tasks for the AI in return.
ActionMCP is targeted at developers building MCP-enabled Rails applications. It simplifies the process of integrating Ruby and Rails apps with the MCP standard by providing a set of base classes and an easy-to-use server interface.
Protocol Support
ActionMCP supports MCP 2025-06-18 (current) with backward compatibility for MCP 2025-03-26. The protocol implementation is fully compliant with the MCP specification, including:
- JSON-RPC 2.0 transport layer
- Capability negotiation during initialization
- Error handling with proper error codes (-32601 for method not found, -32002 for consent required)
- Session management with resumable sessions
- Change notifications for dynamic capability updates
For a detailed (and entertaining) breakdown of protocol versions, features, and our design decisions, see The Hitchhiker's Guide to MCP.
Don't Panic: The guide contains everything you need to know about surviving MCP protocol versions.
> Note: STDIO transport is not supported in ActionMCP. This gem is focused on production-ready, network-based deployments. STDIO is only suitable for desktop or script-based experimentation and is intentionally excluded.
Instead of implementing MCP support from scratch, you can subclass and configure the provided Prompt, Tool, and ResourceTemplate classes to expose your app's functionality to LLMs.
ActionMCP handles the underlying MCP message format and routing, so you can adhere to the open standard with minimal effort.
In short, ActionMCP helps you build an MCP server (the component that exposes capabilities to AI) more quickly and with fewer mistakes.
> Client connections: The client part of ActionMCP is meant to connect to remote MCP servers only. Connecting to local processes (such as via STDIO) is not supported.
Requirements
- Ruby: 3.4.8+ or 4.0.0+
- Rails: 8.1.1+
- Database: PostgreSQL, MySQL, or SQLite3
ActionMCP is tested against Ruby 3.4.8 and 4.0.0 with Rails 8.1.1+.
Installation
To start using ActionMCP, add it to your project:
```bash
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