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9 posts

mcp
One AI Coding Config for Claude Code, Cursor, Copilot, and Codex

A practical repo layout that keeps Claude Code, Codex, Copilot, Cursor, and OpenCode reading the same rules, with honest notes on where portability breaks.

ai-tools · claude-code · github-copilot +3

Zapier MCP Permission Control: Scoping AI Agent API Access

How Zapier MCP gives AI agents action-level whitelisting, credential isolation, and human-in-the-loop approval, a managed alternative to custom scoped proxies.

mcp · security · ai-agents +4

MCP vs Direct API Access for AI Agents: When to Skip the MCP Layer

Why production teams replace broad MCP access with scoped API proxies. Atlassian, Google Workspace, and Notion via FastAPI proxy, CLI wrapper, and n8n.

mcp · api-design · python +4

MCP Server RBAC, Tool Composition, and Multi-Agent Workflow Patterns

Enterprise patterns for Model Context Protocol: tool composition, multi-agent orchestration, role-based access control, and production observability.

mcp · ai-adoption-strategy · authorization +4

RAG vs Fine-Tuning vs Off-the-Shelf AI: An Enterprise Decision Framework

A practical 6-level framework for enterprise AI integration: when to use ChatGPT, RAG, MCP agents, or fine-tuning, with a focus on PII and finance compliance.

ai-adoption-strategy · rag · mcp +2

AI/LLM Glossary: 82 Terms Every Developer Should Know

An implementation-focused glossary for developers navigating the AI/LLM landscape - from tokens to agents, RAG to fine-tuning, with code examples.

llm · ai-agents · rag +6

Building Custom MCP Servers: A Production-Ready Guide

Build, secure, and deploy custom Model Context Protocol servers for internal systems in TypeScript, with authentication, monitoring, and Kubernetes deployment.

typescript · mcp · nodejs +5

Building an MCP Server in TypeScript: A Production Guide

Learn how MCP standardizes AI tool integration, with TypeScript examples for building servers, managing security, and optimizing performance in production.

mcp · ai-adoption-strategy · claude +3

Claude Code MCP Servers: Setup and Configuration Guide

A comprehensive guide to Claude Code, AI agents, and Model Context Protocol servers that transforms developers from basic users to power users

claude-code · mcp · ai-tools +5