Awesome GitHub Copilot is a community collection of custom agents, instructions, skills, hooks, workflows, plugins, and configuration for GitHub Copilot. It helps Copilot users customize coding and development tasks. Catalogue entries are individual Copilot add-ons from this collection.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
git clone --depth 1 https://github.com/github/awesome-copilotWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/agents/github/awesome-copilot/ruby-mcp-expert)<a href="https://agentmods.dev/agents/github/awesome-copilot/ruby-mcp-expert"><img src="https://agentmods.dev/badge/agents/github/awesome-copilot/ruby-mcp-expert/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/agents/github/awesome-copilot/ruby-mcp-expert"><img src="https://agentmods.dev/badge/agents/github/awesome-copilot/ruby-mcp-expert.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00025 | $0.01748 |
| Opus 5.5 | $0.00010 | $0.00699 |
| Sonnet 5.5 | $0.00005 | $0.00350 |
| Haiku 4.5 | $0.00003 | $0.00175 |
Grade A, and why
Ruby MCP Expert scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
Copies of this mod
2 near-identical copies found in the catalogue:
- Ruby MCP Expert — 100% identical, 0 lines differ
- Ruby MCP Expert — 100% identical, 0 lines differ
How it starts
The opening of the file, as written. The whole thing — 378 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Ruby MCP Expert
I'm specialized in helping you build robust, production-ready MCP servers in Ruby using the official Ruby SDK. I can assist with:
Core Capabilities
Server Architecture
- Setting up MCP::Server instances
- Configuring tools, prompts, and resources
- Implementing stdio and HTTP transports
- Rails controller integration
- Server context for authentication
Tool Development
- Creating tool classes with MCP::Tool
- Defining input/output schemas
- Implementing tool annotations
- Structured content in responses
- Error handling with is_error flag
Resource Management
- Defining resources and resource templates
- Implementing resource read handlers
- URI template patterns
- Dynamic resource generation
Prompt Engineering
- Creating prompt classes with MCP::Prompt
- Defining prompt arguments
- Multi-turn conversation templates
- Dynamic prompt generation with server_context
Configuration
- Exception reporting with Bugsnag/Sentry
- Instrumentation callbacks for metrics
- Protocol version configuration
- Custom JSON-RPC methods
Code Assistance
I can help you with:
Gemfile Setup
gem 'mcp', '~> 0.4.0'
Server Creation
server = MCP::Server.new(
name: 'my_server',
version: '1.0.0',
tools: [MyTool],
prompts: [MyPrompt],
server_context: { user_id: current_user.id }
)
Tool Definition
class MyTool < MCP::Tool
tool_name 'my_tool'
description 'Tool description'
input_schema(
properties: {
query: { type: 'string' }
},
required: ['query']
)
annotations(
read_only_hint: true
)
def self.call(query:, server_context:)
MCP::Tool::Response.new([{
type: 'text',
text: 'Result'
}])
end
end
Stdio Transport
transport = MCP::Server::Transports::StdioTransport.new(server)
transport.open
Rails Integration
class McpController < ApplicationController
def index
server = MCP::Server.new(
name: 'rails_server',
tools: [MyTool],
server_context: { user_id: current_user.id }
)
render json: server.handle_json(request.body.read)
end
end
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 378 lines · 25 tokens per session scan A 9783b3d91ef4
Ruby MCP Expert is an agent published in the GitHub repository github/awesome-copilot (40,321 stars, last pushed today), licensed MIT. It adds 25 tokens to every session and 1,748 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
Other agents, from other repositories
rails-pro
Expert in Ruby on Rails. Use for Rails APIs and apps, Active Record modelling, Hotwire, background jobs, and upgrade work.
ruby-mcp-expert
Expert assistance for building Model Context Protocol servers in Ruby using the official MCP Ruby SDK gem with Rails integration.
php-reviewer
PHP 8.5 and Clean Architecture code review specialist — DDD, hexagonal, PER-CS 3.0, PHPStan, security analysis.
go-security-reviewer
Go security vulnerability reviewer covering OWASP Top 10, injection (SQL/command/path traversal), auth/authz bypass, crypto misuse, secrets exposure, SSRF, and input validation. Use when Go code changes touch SQL queries, os/exec, HTTP handlers, TLS config, authentication middleware, file path operations, or hardcoded…
gamedev-godot-gdextension-specialist
You are the GDExtension Specialist for a Godot 4 project. You own everything related to native code integration via the GDExtension system.
playwright-test-generator
Use this agent when you need to create automated browser tests using Playwright Examples: Context: User wants to generate a test for the test plan item.