Rubydex MCP Benchmark
Shopify/rubydex
A skill your agent uses when benchmarking rubydex MCP against plain Grep/Glob for Ruby code tasks.
Generate a complete Model Context Protocol server project in Ruby using the official MCP Ruby SDK gem.
$ npx skills add github/awesome-copilot --skill ruby-mcp-server-generator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install github/awesome-copilot ruby-mcp-server-generator --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/github/awesome-copilot.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/ruby-mcp-server-generator .claude/skills/ruby-mcp-server-generator && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "ruby-mcp-server-generator" agent skill from https://github.com/github/awesome-copilot/tree/main/skills/ruby-mcp-server-generator into .claude/skills/ruby-mcp-server-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ruby-mcp-server-generator", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/github/awesome-copilot/tree/main/skills/ruby-mcp-server-generatorType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add github/awesome-copilot --skill ruby-mcp-server-generator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install github/awesome-copilot ruby-mcp-server-generator --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/github/awesome-copilot.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/ruby-mcp-server-generator .agents/skills/ruby-mcp-server-generator && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ruby-mcp-server-generator" agent skill from https://github.com/github/awesome-copilot/tree/main/skills/ruby-mcp-server-generator into .agents/skills/ruby-mcp-server-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ruby-mcp-server-generator", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add github/awesome-copilot --skill ruby-mcp-server-generator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install github/awesome-copilot ruby-mcp-server-generator --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/github/awesome-copilot.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/ruby-mcp-server-generator .cursor/skills/ruby-mcp-server-generator && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "ruby-mcp-server-generator" agent skill from https://github.com/github/awesome-copilot/tree/main/skills/ruby-mcp-server-generator into .cursor/skills/ruby-mcp-server-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ruby-mcp-server-generator", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/github/awesome-copilot.git --path skills/ruby-mcp-server-generator--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add github/awesome-copilot --skill ruby-mcp-server-generator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install github/awesome-copilot ruby-mcp-server-generator --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/github/awesome-copilot.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/ruby-mcp-server-generator .gemini/skills/ruby-mcp-server-generator && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "ruby-mcp-server-generator" agent skill from https://github.com/github/awesome-copilot/tree/main/skills/ruby-mcp-server-generator into .gemini/skills/ruby-mcp-server-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ruby-mcp-server-generator", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install github/awesome-copilot ruby-mcp-server-generatorInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add github/awesome-copilot --skill ruby-mcp-server-generator -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/github/awesome-copilot.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/ruby-mcp-server-generator .github/skills/ruby-mcp-server-generator && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "ruby-mcp-server-generator" agent skill from https://github.com/github/awesome-copilot/tree/main/skills/ruby-mcp-server-generator into .github/skills/ruby-mcp-server-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ruby-mcp-server-generator", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add github/awesome-copilot --skill ruby-mcp-server-generator -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install github/awesome-copilot ruby-mcp-server-generator --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/github/awesome-copilot.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/ruby-mcp-server-generator .opencode/skills/ruby-mcp-server-generator && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "ruby-mcp-server-generator" agent skill from https://github.com/github/awesome-copilot/tree/main/skills/ruby-mcp-server-generator into .opencode/skills/ruby-mcp-server-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ruby-mcp-server-generator", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
ruby-mcp-server-generatorGenerate a complete Model Context Protocol server project in Ruby using the official MCP Ruby SDK gem.
Ruby MCP Server Generator is an agent skill from github/awesome-copilot, published by the product's own GitHub organization. Generate a complete Model Context Protocol server project in Ruby using the official MCP Ruby SDK gem.
Its SKILL.md is about 3.6k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows, covering MCP servers. It works with Model Context Protocol and Ruby. The repository describes itself as: Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot. The licence is MIT.
10 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 727ff2e. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are ruby, bash and markdown).
From the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
rubygems.orgFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Ruby MCP Server Generator loads about 3.6k tokens when it runs. Until then it costs about 32 tokens; SKILL.md has 143 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from github/awesome-copilot at commit 727ff2e, republished under its MIT licence (© github). 143 words, ~3,631 tokens.
.claude/skills/ruby-mcp-server-generator/SKILL.md (or your agent's skills folder).Generate a complete, production-ready MCP server in Ruby using the official Ruby SDK.
When asked to create a Ruby MCP server, generate a complete project with this structure:
my-mcp-server/
├── Gemfile
├── Rakefile
├── lib/
│ ├── my_mcp_server.rb
│ ├── my_mcp_server/
│ │ ├── server.rb
│ │ ├── tools/
│ │ │ ├── greet_tool.rb
│ │ │ └── calculate_tool.rb
│ │ ├── prompts/
│ │ │ └── code_review_prompt.rb
│ │ └── resources/
│ │ └── example_resource.rb
├── bin/
│ └── mcp-server
├── test/
│ ├── test_helper.rb
│ └── tools/
│ ├── greet_tool_test.rb
│ └── calculate_tool_test.rb
└── README.mdsource 'https://rubygems.org'
gem 'mcp', '~> 0.4.0'
group :development, :test do
gem 'minitest', '~> 5.0'
gem 'rake', '~> 13.0'
gem 'rubocop', '~> 1.50'
endrequire 'rake/testtask'
require 'rubocop/rake_task'
Rake::TestTask.new(:test) do |t|
t.libs << 'test'
t.libs << 'lib'
t.test_files = FileList['test/**/*_test.rb']
end
RuboCop::RakeTask.new
task default: %i[test rubocop]# frozen_string_literal: true
require 'mcp'
require_relative 'my_mcp_server/server'
require_relative 'my_mcp_server/tools/greet_tool'
require_relative 'my_mcp_server/tools/calculate_tool'
require_relative 'my_mcp_server/prompts/code_review_prompt'
require_relative 'my_mcp_server/resources/example_resource'
module MyMcpServer
VERSION = '1.0.0'
end# frozen_string_literal: true
module MyMcpServer
class Server
attr_reader :mcp_server
def initialize(server_context: {})
@mcp_server = MCP::Server.new(
name: 'my_mcp_server',
version: MyMcpServer::VERSION,
tools: [
Tools::GreetTool,
Tools::CalculateTool
],
prompts: [
Prompts::CodeReviewPrompt
],
resources: [
Resources::ExampleResource.resource
],
server_context: server_context
)
setup_resource_handler
end
def handle_json(json_string)
mcp_server.handle_json(json_string)
end
def start_stdio
transport = MCP::Server::Transports::StdioTransport.new(mcp_server)
transport.open
end
private
def setup_resource_handler
mcp_server.resources_read_handler do |params|
Resources::ExampleResource.read(params[:uri])
end
end
end
end# frozen_string_literal: true
module MyMcpServer
module Tools
class GreetTool < MCP::Tool
tool_name 'greet'
description 'Generate a greeting message'
input_schema(
properties: {
name: {
type: 'string',
description: 'Name to greet'
}
},
required: ['name']
)
output_schema(
properties: {
message: { type: 'string' },
timestamp: { type: 'string', format: 'date-time' }
},
required: ['message', 'timestamp']
)
annotations(
read_only_hint: true,
idempotent_hint: true
)
def self.call(name:, server_context:)
timestamp = Time.now.iso8601
message = "Hello, #{name}! Welcome to MCP."
structured_data = {
message: message,
timestamp: timestamp
}
MCP::Tool::Response.new(
[{ type: 'text', text: message }],
structured_content: structured_data
)
end
end
end
end# frozen_string_literal: true
module MyMcpServer
module Tools
class CalculateTool < MCP::Tool
tool_name 'calculate'
description 'Perform mathematical calculations'
input_schema(
properties: {
operation: {
type: 'string',
description: 'Operation to perform',
enum: ['add', 'subtract', 'multiply', 'divide']
},
a: {
type: 'number',
description: 'First operand'
},
b: {
type: 'number',
description: 'Second operand'
}
},
required: ['operation', 'a', 'b']
)
output_schema(
properties: {
result: { type: 'number' },
operation: { type: 'string' }
},
required: ['result', 'operation']
)
annotations(
read_only_hint: true,
idempotent_hint: true
)
def self.call(operation:, a:, b:, server_context:)
result = case operation
when 'add' then a + b
when 'subtract' then a - b
when 'multiply' then a * b
when 'divide'
return error_response('Division by zero') if b.zero?
a / b.to_f
else
return error_response("Unknown operation: #{operation}")
end
structured_data = {
result: result,
operation: operation
}
MCP::Tool::Response.new(
[{ type: 'text', text: "Result: #{result}" }],
structured_content: structured_data
)
end
def self.error_response(message)
MCP::Tool::Response.new(
[{ type: 'text', text: message }],
is_error: true
)
end
end
end
end# frozen_string_literal: true
module MyMcpServer
module Prompts
class CodeReviewPrompt < MCP::Prompt
prompt_name 'code_review'
description 'Generate a code review prompt'
arguments [
MCP::Prompt::Argument.new(
name: 'language',
description: 'Programming language',
required: true
),
MCP::Prompt::Argument.new(
name: 'focus',
description: 'Review focus area (e.g., performance, security)',
required: false
)
]
meta(
version: '1.0',
category: 'development'
)
def self.template(args, server_context:)
language = args['language'] || 'Ruby'
focus = args['focus'] || 'general quality'
MCP::Prompt::Result.new(
description: "Code review for #{language} with focus on #{focus}",
messages: [
MCP::Prompt::Message.new(
role: 'user',
content: MCP::Content::Text.new(
"Please review this #{language} code with focus on #{focus}."
)
),
MCP::Prompt::Message.new(
role: 'assistant',
content: MCP::Content::Text.new(
"I'll review the code focusing on #{focus}. Please share the code."
)
),
MCP::Prompt::Message.new(
role: 'user',
content: MCP::Content::Text.new(
'[paste code here]'
)
)
]
)
end
end
end
end# frozen_string_literal: true
module MyMcpServer
module Resources
class ExampleResource
RESOURCE_URI = 'resource://data/example'
def self.resource
MCP::Resource.new(
uri: RESOURCE_URI,
name: 'example-data',
description: 'Example resource data',
mime_type: 'application/json'
)
end
def self.read(uri)
return [] unless uri == RESOURCE_URI
data = {
message: 'Example resource data',
timestamp: Time.now.iso8601,
version: MyMcpServer::VERSION
}
[{
uri: uri,
mimeType: 'application/json',
text: data.to_json
}]
end
end
end
end#!/usr/bin/env ruby
# frozen_string_literal: true
require_relative '../lib/my_mcp_server'
begin
server = MyMcpServer::Server.new
server.start_stdio
rescue Interrupt
warn "\nShutting down server..."
exit 0
rescue StandardError => e
warn "Error: #{e.message}"
warn e.backtrace.join("\n")
exit 1
endMake the file executable:
chmod +x bin/mcp-server# frozen_string_literal: true
$LOAD_PATH.unshift File.expand_path('../lib', __dir__)
require 'my_mcp_server'
require 'minitest/autorun'# frozen_string_literal: true
require 'test_helper'
module MyMcpServer
module Tools
class GreetToolTest < Minitest::Test
def test_greet_with_name
response = GreetTool.call(
name: 'Ruby',
server_context: {}
)
refute response.is_error
assert_equal 1, response.content.length
assert_match(/Ruby/, response.content.first[:text])
assert response.structured_content
assert_equal 'Hello, Ruby! Welcome to MCP.', response.structured_content[:message]
end
def test_output_schema_validation
response = GreetTool.call(
name: 'Test',
server_context: {}
)
assert response.structured_content.key?(:message)
assert response.structured_content.key?(:timestamp)
end
end
end
end# frozen_string_literal: true
require 'test_helper'
module MyMcpServer
module Tools
class CalculateToolTest < Minitest::Test
def test_addition
response = CalculateTool.call(
operation: 'add',
a: 5,
b: 3,
server_context: {}
)
refute response.is_error
assert_equal 8, response.structured_content[:result]
end
def test_subtraction
response = CalculateTool.call(
operation: 'subtract',
a: 10,
b: 4,
server_context: {}
)
refute response.is_error
assert_equal 6, response.structured_content[:result]
end
def test_multiplication
response = CalculateTool.call(
operation: 'multiply',
a: 6,
b: 7,
server_context: {}
)
refute response.is_error
assert_equal 42, response.structured_content[:result]
end
def test_division
response = CalculateTool.call(
operation: 'divide',
a: 15,
b: 3,
server_context: {}
)
refute response.is_error
assert_equal 5.0, response.structured_content[:result]
end
def test_division_by_zero
response = CalculateTool.call(
operation: 'divide',
a: 10,
b: 0,
server_context: {}
)
assert response.is_error
assert_match(/Division by zero/, response.content.first[:text])
end
def test_unknown_operation
response = CalculateTool.call(
operation: 'modulo',
a: 10,
b: 3,
server_context: {}
)
assert response.is_error
assert_match(/Unknown operation/, response.content.first[:text])
end
end
end
end# My MCP Server
A Model Context Protocol server built with Ruby and the official MCP Ruby SDK.
## Features
- ✅ Tools: greet, calculate
- ✅ Prompts: code_review
- ✅ Resources: example-data
- ✅ Input/output schemas
- ✅ Tool annotations
- ✅ Structured content
- ✅ Full test coverage
## Requirements
- Ruby 3.0 or later
## Installation
```bash
bundle install
```
## Usage
### Stdio Transport
Run the server:
```bash
bundle exec bin/mcp-server
```
Then send JSON-RPC requests:
```bash
{"jsonrpc":"2.0","id":"1","method":"ping"}
{"jsonrpc":"2.0","id":"2","method":"tools/list"}
{"jsonrpc":"2.0","id":"3","method":"tools/call","params":{"name":"greet","arguments":{"name":"Ruby"}}}
```
### Rails Integration
Add to your Rails controller:
```ruby
class McpController < ApplicationController
def index
server = MyMcpServer::Server.new(
server_context: { user_id: current_user.id }
)
render json: server.handle_json(request.body.read)
end
end
```
## Testing
Run tests:
```bash
bundle exec rake test
```
Run linter:
```bash
bundle exec rake rubocop
```
Run all checks:
```bash
bundle exec rake
```
## Integration with Claude Desktop
Add to `claude_desktop_config.json`:
```json
{
"mcpServers": {
"my-mcp-server": {
"command": "bundle",
"args": ["exec", "bin/mcp-server"],
"cwd": "/path/to/my-mcp-server"
}
}
}
```
## Project Structure
```
my-mcp-server/
├── Gemfile # Dependencies
├── Rakefile # Build tasks
├── lib/ # Source code
│ ├── my_mcp_server.rb # Main entry point
│ └── my_mcp_server/ # Module namespace
│ ├── server.rb # Server setup
│ ├── tools/ # Tool implementations
│ ├── prompts/ # Prompt templates
│ └── resources/ # Resource handlers
├── bin/ # Executables
│ └── mcp-server # Stdio server
├── test/ # Test suite
│ ├── test_helper.rb # Test configuration
│ └── tools/ # Tool tests
└── README.md # This file
```
## License
MIT© github, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/ruby-mcp-server-generator of github/awesome-copilot.
Open the folder on GitHubat commit 727ff2e
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in github/awesome-copilot, which our catalogue first saw on October 7, 2026.
Ruby MCP Server Generator next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Ruby MCP Server Generator this skillgithub/awesome-copilot | 40k | 1 repos | ~3.6k | Automated safety check: Pass | MIT | |
| Rubydex MCP BenchmarkShopify/rubydex | 363 | — | ~1k | Automated safety check: Pass | Custom licence | |
| MCP SDK Tier Auditmodelcontextprotocol/conformance | 129 | — | ~4.4k | Automated safety check: Pass | Custom licence | |
| MCP Server Builderanthropics/skills | 180k | 62 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| MCP Server BuildershareAI-lab/learn-claude-code | 78k | 5 repos | ~1.2k | Automated safety check: Pass | MIT | |
| MCP Integration for Pluginsanthropics/claude-plugins-official | 37k | 11 repos | ~3.1k | Automated safety check: Pass | Apache-2.0 |
Shopify/rubydex
A skill your agent uses when benchmarking rubydex MCP against plain Grep/Glob for Ruby code tasks.
modelcontextprotocol/conformance
Comprehensive tier assessment for an MCP SDK repository against SEP-1730.
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
shareAI-lab/learn-claude-code
Walks through building MCP servers in Python or TypeScript that expose tools, resources and prompts to Claude, with templates, registration and testing.
anthropics/claude-plugins-official
Explains how to bundle Model Context Protocol servers in a Claude Code plugin, covering config files, stdio, SSE, HTTP and WebSocket server types, and authentication.
PrefectHQ/fastmcp
Query and invoke tools on MCP servers using fastmcp list and fastmcp call.
github/awesome-copilot
Maps an unfamiliar codebase into seven evidence-backed documents in docs/codebase/, using a scan script and templates, for onboarding or architecture write-ups.
github/awesome-copilot
Designs Azure infrastructure from a natural-language description, or diagrams an existing resource group, then refines the design through conversation and deploys it with Bicep.
github/awesome-copilot
Generates, edits and validates draw.io files with correct mxGraph XML, covering flowcharts, architecture, sequence, ER and UML class diagrams.
github/awesome-copilot
Cleans raw credit data and screens variables before loan modeling, dropping unstable, noisy or redundant features and writing an Excel report of every step.
github/awesome-copilot
Builds a warm, browser-based daily focus board the user updates by talking to their agent, with Eisenhower priorities, a brain-dump box and kind not-today carryover.
github/awesome-copilot
End-to-end skill for building, testing, linting, versioning, and publishing a production-grade Python library to PyPI.
Works with
Categories
Generate a complete Model Context Protocol server project in Ruby using the official MCP Ruby SDK gem. Ruby MCP Server Generator is an agent skill from github/awesome-copilot, published by the product's own GitHub organization. Generate a complete Model Context Protocol server project in Ruby using the official MCP Ruby SDK gem.
Ruby MCP Server Generator fits situations like: tasks that involve MCP servers.
Run `npx skills add github/awesome-copilot --skill ruby-mcp-server-generator -a claude-code`. Or copy the skill folder (skills/ruby-mcp-server-generator in github/awesome-copilot) into .claude/skills/ruby-mcp-server-generator in your project. Claude Code loads it when a task matches its description.
Run `npx skills add github/awesome-copilot --skill ruby-mcp-server-generator -a codex`. Or copy the skill folder (skills/ruby-mcp-server-generator in github/awesome-copilot) into .agents/skills/ruby-mcp-server-generator in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add github/awesome-copilot --skill ruby-mcp-server-generator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ruby-mcp-server-generator, .gemini/skills/ruby-mcp-server-generator, .github/skills/ruby-mcp-server-generator and .opencode/skills/ruby-mcp-server-generator in your project.
SKILL.md names no scripts, command-line tools or credentials: Ruby MCP Server Generator is instructions for the agent only.
SKILL.md names 1 domain. In commands or code: rubygems.org; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Ruby MCP Server Generator is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 3.6k tokens (SKILL.md is roughly 15k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Ruby MCP Server Generator: Rubydex MCP Benchmark (Shopify/rubydex, 363 stars), MCP SDK Tier Audit (modelcontextprotocol/conformance, 129 stars), MCP Server Builder (anthropics/skills, 180k stars) and MCP Server Builder (shareAI-lab/learn-claude-code, 78k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
github (a GitHub organization, an official publisher) maintains it in github/awesome-copilot, which has 39,748 GitHub stars. The repository holds 417 skills in this directory. The repository was last updated on October 7, 2026.
Source: github/awesome-copilot on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.