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Chapter 4: MCP Protocol Deep Dive
Explains the MCP protocol for unifying agent tool interfaces, compares Shannon's simplified HTTP approach, and covers security pitfalls.
MCPJungle Gateway - MCP-Enabled AI Platform
Describes an MCP gateway with auth, RBAC, rate limiting, and OpenTelemetry tracing for connecting to GitHub, Notion, and filesystem servers.
Code Reference Finder
Guides developers through finding, evaluating, and extracting code references from public repositories using search queries and quality signals.
Context7: Claude Skills System
Defines a modular skill system for Claude with folder structure, creation workflow, and 10+ domain-specific skill implementations covering PDF, Excel, DOCX, PPTX, web testing, MCP servers, and design.
Advanced Tool Use in Cairn
Explains three Anthropic beta features for advanced tool use and how to apply them in Cairn's MCP-gateway setup.
Part 3: Building Your Own MCP Server - AI Research Learning Hub
Walks through building an MCP server that manages research topics, papers, and repositories with JSON storage and guided workflows.
MCP Server Migration Guide
Use this guide when you need to:
CLAUDE.md — SkiLens Development Guide
Defines architecture, CLI commands, scoring logic, and provider API for a Python CLI that evaluates learning resources and recommends alternatives.
تثبيت عبر npm
Mandates MCP server activation from the first interaction and documents three MCP servers (Playwright, Context7, GitHub) with installation, configuration, and tool references for browser automation, documentation lookup, and repository management.
GitHub MCP Server - Configuration Examples
Provides configuration examples for connecting a GitHub MCP server to Claude Desktop, VS Code, and MCP Inspector, plus usage scenarios for common GitHub operations.
How to Add Resources to Your FastMCP Server
Teaches how to add static and dynamic MCP resources to a FastMCP server, with six ready-to-copy examples for a GitHub crawler.
GitHub MCP Server - API Reference
Documents GitHub MCP server setup and operations for automated repository, file, PR, and issue management with Azure Key Vault authentication.
Comprehensive AI Assistant Tools Reference
Lists 80+ tools with MCP server associations, bulk support, parallel capability, resource impact, and execution type for AI agent workflows.
MCP Builder: Production-Ready Server Development Guide
Teaches building production-ready MCP servers with FastMCP (Python) and MCP SDK (Node/TypeScript), covering design, error handling, testing, and security.
MCP_SERVERS.md - MCP Server Registry
Registers MCP servers with YAML schema blocks, tools, security rules, and lifecycle procedures for ChromaAI Dev integration.
🌟 GitHub MCP Server - Feature Showcase
Showcases eight GitHub MCP server tools with example inputs, outputs, and real-world use cases for AI agents.
Tools Reference Guide
Documents 20+ tools in a Mastra deep research system, covering web search, scraping, vector query, document chunking, analysis, file management, graph RAG, weather, and GitHub operations.
Research Synthesis: MCP Server Architect Agent
Synthesises research on MCP protocol, server architecture, tool design, security, and language-specific implementations for building MCP servers.
Tools Reference
Documents all GitHub MCP Server tools with their parameters and example JSON payloads for developers using the MCP integration.
GitHub Operations
Maps 20+ GitHub API operations to MCP tool calls for repository, issue, PR, workflow, and security management.
AI Tools for Developers
Curates a personal reference of AI coding tools, models, and setup instructions for VS Code, Xcode, and Cursor.
Community AI Agent Skills Discovery Sources
Catalogs 50+ platforms, repositories, directories, and communities for discovering and sharing AI agent skills across multiple coding tools.
GitHubWatchdog Command Patterns
Documents command-line patterns for a Go-based GitHub monitoring tool, covering search, scans, verdicts, checkpoints, and agent recommendations.
Stage 13 QA Prompt: Production Optimization & Enterprise Features
You are a senior QA engineer with specialized expertise in enterprise software validation, performance testing, security auditing, and production system quality assurance. Your mission is to comprehensively validate Stage 13 of the ChatGPT vs Microsoft Copilot evaluation harness - Production Optimization & Enterprise Features.